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  • bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
  • thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
  • English  (67)
  • French  (3)
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  • 2020-2024  (70)
  • 1980-1984
  • 2023  (70)
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  • 2020-2024  (70)
  • 1980-1984
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  • 1
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    Springer Nature | Springer Nature Switzerland
    Publication Date: 2024-04-14
    Description: This open access book constitutes revised selected papers from the International Workshops held at the 4th International Conference on Process Mining, ICPM 2022, which took place in Bozen-Bolzano, Italy, during October 23–28, 2022. The conference focuses on the area of process mining research and practice, including theory, algorithmic challenges, and applications. The co-located workshops provided a forum for novel research ideas. The 42 papers included in this volume were carefully reviewed and selected from 89 submissions. They stem from the following workshops: – 3rd International Workshop on Event Data and Behavioral Analytics (EDBA) – 3rd International Workshop on Leveraging Machine Learning in Process Mining (ML4PM) – 3rd International Workshop on Responsible Process Mining (RPM) (previously known as Trust, Privacy and Security Aspects in Process Analytics) – 5th International Workshop on Process-Oriented Data Science for Healthcare (PODS4H) – 3rd International Workshop on Streaming Analytics for Process Mining (SA4PM) – 7th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI) – 1st International Workshop on Education meets Process Mining (EduPM) – 1st International Workshop on Data Quality and Transformation in Process Mining (DQT-PM)
    Keywords: process mining ; process discovery ; process analytics ; process querying ; conformance checking ; predictive process monitoring ; data science ; knowledge graphs ; event data ; streaming analytics ; machine learning ; deep learning ; business process management ; health informatics ; thema EDItEUR::U Computing and Information Technology::UN Databases::UNF Data mining ; thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJQ Business mathematics and systems ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics ; thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics::UBH Digital and information technologies: Health and safety aspects
    Language: English
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  • 2
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    Springer Nature | Springer Nature Switzerland
    Publication Date: 2024-04-14
    Description: This open access book presents the proceedings of the 10th Machine Intelligence and Digital Interaction Conference. Artificial intelligence (AI) is rapidly affecting more aspects of our lives as a result of significant advancements in its research and the widespread usage of interactive technologies. This has led to the birth of several new social phenomena. Many nations have been working to comprehend these phenomena and discover solutions for moving artificial intelligence development in the proper direction to benefit individuals and communities at large. These efforts necessitate multidisciplinary approaches, encompassing not only the scientific fields involved in the creation of artificial intelligence and human–computer interaction but also strong collaboration between academics and practitioners. Because of this, the primary objective of the MIDI conference, which was conducted online on December 13–15, 2022, is to combine two up until recently distinct disciplines of research—artificial intelligence and human–technology interaction.
    Keywords: Computational Intelligence ; AI ; MIDI 2022 ; MIDI ; Machine Intelligence ; Digital Interaction ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UN Databases ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
    Language: English
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  • 3
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    IntechOpen | IntechOpen
    Publication Date: 2024-04-14
    Description: We are entering the era of big data, and machine learning can be used to analyze this deluge of data automatically. Machine learning has been used to solve many interesting and often difficult real-world problems, and the biometrics is one of the leading applications of machine learning. This book introduces some new techniques on biometrics and machine learning, and new proposals of using machine learning techniques for biometrics as well. This book consists of two parts: "Biometrics" and "Machine Learning for Biometrics." Parts I and II contain four and three chapters, respectively. The book is reviewed by editors: Prof. Jucheng Yang, Prof. Dong Sun Park, Prof. Sook Yoon, Dr. Yarui Chen, and Dr. Chuanlei Zhang.
    Keywords: simulation, deep learning, gender, feature extraction, retina, face recognition ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
    Language: English
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  • 4
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    ENS Éditions
    Publication Date: 2023-03-10
    Description: Des travaux récents nous ont fait redécouvrir l’œuvre de science sociale de Frédéric Le Play (1806-1882), mais on ignorait qu’il avait aussi étudié – et avec quelle maestria ! – les forêts. Des Forêts, resté un manuscrit inédit jusqu’à ce jour, nous révèle ce versant de sa multiple activité scientifique. Il s’agit d’un tableau des forêts du globe, dressé vers 1847, où la question forestière est examinée dans toute sa complexité : géographique, botanique, sylvicole, économique, sociale et juridique. On y voit se dessiner une science forestière concrète qui, à la fois, annonce la science sociale des Ouvriers européens (1855) et préfigure la pensée écologique contemporaine. Une présentation par Antoine Savoye et Bernard Kalaora analyse l’ouvrage et le situe dans l’œuvre de Le Play.
    Keywords: gestion ; forêts ; exploitation forestière ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: French
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  • 5
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    Springer Nature | Springer Nature Singapore
    Publication Date: 2023-09-14
    Description: This open access book attempts to provide a perspective on the circularity assessment at different levels of the systemic hierarchy and advocates better resource management for a sustainable future. It demonstrates how relevant circularity indicators are used for quantifying the extent of circularity of each level. Illustrative case studies that discuss the process of quantitatively interpreting progress towards circularity are provided. This work caters to a broad readership inclusive of governance, basic research, engineering, and business stakeholders. The conclusion signifies the role of consumer community in achieving circularity.
    Keywords: CIRCULARITY ; CIRCULAR ECONOMY ; MEASURING CIRCULARITY ; CIRCULARITY ASSESSMENT ; CIRCULARITY INDICATORS ; CIRCULARITY GAP ; SUSTAINABILITY ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment ; bic Book Industry Communication::K Economics, finance, business & management::KJ Business & management::KJJ Business & the environment, ‘Green’ approaches to business ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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  • 6
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    IntechOpen | IntechOpen
    Publication Date: 2024-04-14
    Description: Recent times are witnessing rapid development in machine learning algorithm systems, especially in reinforcement learning, natural language processing, computer and robot vision, image processing, speech, and emotional processing and understanding. In tune with the increasing importance and relevance of machine learning models, algorithms, and their applications, and with the emergence of more innovative uses–cases of deep learning and artificial intelligence, the current volume presents a few innovative research works and their applications in real-world, such as stock trading, medical and healthcare systems, and software automation. The chapters in the book illustrate how machine learning and deep learning algorithms and models are designed, optimized, and deployed. The volume will be useful for advanced graduate and doctoral students, researchers, faculty members of universities, practicing data scientists and data engineers, professionals, and consultants working on the broad areas of machine learning, deep learning, and artificial intelligence.
    Keywords: neural networks, deep learning, bioinformatics, precision medicine, personalized medicine, spinal cord injury ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
    Language: English
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  • 7
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    Springer Nature | Springer Nature Singapore
    Publication Date: 2024-04-14
    Description: This open access book discusses the theory and methods of hypergraph computation. Many underlying relationships among data can be represented using graphs, for example in the areas including computer vision, molecular chemistry, molecular biology, etc. In the last decade, methods like graph-based learning and neural network methods have been developed to process such data, they are particularly suitable for handling relational learning tasks. In many real-world problems, however, relationships among the objects of our interest are more complex than pair-wise. Naively squeezing the complex relationships into pairwise ones will inevitably lead to loss of information which can be expected valuable for learning tasks. Hypergraph, as a generation of graph, has shown superior performance on modelling complex correlations compared with graph. Recent years have witnessed a great popularity of researches on hypergraph-related AI methods, which have been used in computer vision, social media analysis, etc. We summarize these attempts as a new computing paradigm, called hypergraph computation, which is to formulate the high-order correlations underneath the data using hypergraph, and then conduct semantic computing on the hypergraph for different applications. The content of this book consists of hypergraph computation paradigms, hypergraph modelling, hypergraph structure evolution, hypergraph neural networks, and applications of hypergraph computation in different fields. We further summarize recent achievements and future directions on hypergraph computation in this book.
    Keywords: Hypergraph ; Hypergraph Computation ; Hypergraph Learning ; Hypergraph Modelling ; Hypergraph Neural Network ; Complex Correlation Modelling ; High-Order Correlation Modelling ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures
    Language: English
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  • 8
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    Springer Nature | Springer Nature Singapore
    Publication Date: 2023-12-14
    Description: This is an open access book. CCICED has been woven into the fabric of China’s environmental development for the past 30 years—the length of an entire generation. It is also consistent with the most rapid modernization shift of the nation’s economy–environment relationship. This report provides insights into how CCICED operates and its success stories. It also presents a general picture of how changes of China in environmental development have taken place. CCICED at 30 is therefore a helpful account for future directions of sustainable environment.
    Keywords: Environmental Development ; International cooperation on Environment and Development ; Green and low carbon and circular development ; Ecological Civilization and Sustainable Development ; China’s Five-Year Plans ; Ecological Footprint ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNF Environmental management ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability ; bic Book Industry Communication::T Technology, engineering, agriculture::TH Energy technology & engineering
    Language: English
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  • 9
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    IRD Éditions
    Publication Date: 2023-12-06
    Description: The goal of marine spatial planning is to manage uses of marine space to reduce tensions between human activities and the health of marine ecosystems. This is a major and complex challenge, as oceans lie at the intersection of multiple and increasing interests: biodiversity conservation, climate change regulation, economic development, food security. This handbook takes an interdisciplinary, sustainability science approach to explore the potential and limitations of marine spatial planning, a tool developed in the Global North, and its current or possible future applications in the tropical South Atlantic – specifically in Brazil, Senegal and Cabo Verde. To protect our global ocean commons, communities of stakeholders need to transcend disciplinary boundaries and bring together diverse knowledge to move towards a shared goal of sustainability (part 1). The development of this collective intelligence in tropical marine ecosystem research must take into account local, national and international issues (part 2) and can be supported by innovative interdisciplinary tools (part 3). This handbook is aimed at decision-makers, researchers and, more generally, all users of marine areas, highlighting crucial points to consider when implementing marine spatial planning.
    Keywords: public policy ; nature conservation ; spatial planning ; maritime zones ; marine resources ; marine environment ; marine activities ; human activities ; marine spatial planning ; coastal zones ; marine socio-ecosystems ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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  • 10
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    IntechOpen | IntechOpen
    Publication Date: 2024-04-14
    Description: Pattern recognition, despite its relatively short history, has already found practical application in many areas of human activity. Systems of pattern recognition usually support people in performing tasks related to ensuring security, including access to premises and devices, detection of unusual changes (e.g. in medicine, cartography, geology), diagnosing technical conditions of devices, and many others. Nevertheless, pattern recognition is probably the most developing area because of the great demand for such solutions in the different areas of our lives. In this book we have collected the experience of scientists from different parts of the world who have researched diverse areas connected directly or indirectly with pattern recognition. We hope that this book will be a treasure trove of knowledge and inspiration for further research in the field of pattern recognition.
    Keywords: renewable energy, image processing, feature extraction, segmentation, image analysis, image segmentation ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
    Language: English
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  • 11
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: Today's homes must prepare for a progressing ageing population and an increasing risk caused by climate change, as well as to reduce CO2 emissions. How homes can be designed to meet all of these requirements? How such design can be promoted in the housing market? Sustainable Home Design by Applying Control Science answers these questions, by using a novel approach. Kazutoshi Fujihira, an innovative environmental scientist and sustainable housing award winner, demonstrates the "control system for promoting sustainable home design" with the "sustainable design guidelines" and "sustainability checklist". Moreover, the chapter of case study illustrates an actually designed and constructed house, which shows excellent sustainability and energy-saving performance.
    Keywords: control system, climate change, visualization, sustainable design, adaptability ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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  • 12
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    Springer Nature | Springer Nature Singapore
    Publication Date: 2023-08-16
    Description: To examine the origins, characteristics, and outcomes of resilient governance with Chinese characteristics, this open access book takes Guangzhou, a typical Chinese city from 1990 to 2015, as an example. Through participant observation, semi-structured interviews, and the collection of secondary data, this book finds that (1) the institutional context can be described as an authoritarian land-oriented pro-growth regime; (2) there are three phases with different patterns of governance: the Primitive Market Phase (1990–1998), the Pure Government Phase (1998–2006) and the Multiple Players Phase (2006–2015); (3) redevelopment can serve as a model of resilient governance because it changes in time in a dynamic environment to maximise economic growth; (4) an authoritarian land-oriented pro-growth regime is the key to support such a resilient governance model. This is an open access book.
    Keywords: Urban Redevelopment ; Urban Governance ; Authoritarian Resilience ; Urban Regeneration ; Urban Renewal ; Urban Reconstruction ; Urban Planning ; Urban Policy ; Resilient Governance ; Chinese Cities ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RG Geography::RGC Human geography ; bic Book Industry Communication::G Reference, information & interdisciplinary subjects::GT Interdisciplinary studies::GTF Development studies ; bic Book Industry Communication::J Society & social sciences::JP Politics & government::JPP Public administration ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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  • 13
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: Composites from Renewable and Sustainable Materials consists of 16 chapters written by international subject matter experts investigating the characteristic and current application of materials from renewable and sustainable sources. The reader will develop a deeper understanding about the concepts related to renewable materials, biomaterials, natural fibers, biodegradable composites, starch, and recycled materials. This book will serve as the starting point for materials science researchers, engineers, and technologists from the diverse backgrounds in physics, chemistry, biology, materials science, and engineering who want to know and better understand the fundamental aspects and current applications of renewable and sustainable materials in several applications.
    Keywords: mechanical properties, chitosan, biocomposites, natural fibers, biomass, biomaterials ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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  • 14
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    Springer Nature | Springer International Publishing
    Publication Date: 2024-04-14
    Description: The contributions gathered in this open access book focus on modern methods for data science and classification and present a series of real-world applications. Numerous research topics are covered, ranging from statistical inference and modeling to clustering and dimension reduction, from functional data analysis to time series analysis, and network analysis. The applications reflect new analyses in a variety of fields, including medicine, marketing, genetics, engineering, and education. The book comprises selected and peer-reviewed papers presented at the 17th Conference of the International Federation of Classification Societies (IFCS 2022), held in Porto, Portugal, July 19–23, 2022. The IFCS federates the classification societies and the IFCS biennial conference brings together researchers and stakeholders in the areas of Data Science, Classification, and Machine Learning. It provides a forum for presenting high-quality theoretical and applied works, and promoting and fostering interdisciplinary research and international cooperation. The intended audience is researchers and practitioners who seek the latest developments and applications in the field of data science and classification.
    Keywords: Classification ; Data Science ; Clustering ; Statistical Learning ; Machine Learning ; Data Analysis ; Mutlivariate Analysis ; Statistical Inference ; Dimension Reduction ; Functional Data Analysis ; Time Series Analysis ; Network Analysis ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UF Business applications::UFM Mathematical and statistical software ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::U Computing and Information Technology::UN Databases::UNF Data mining ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics
    Language: English
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  • 15
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    Ubiquity Press
    Publication Date: 2023-12-19
    Description: How does the nexus between security, human rights and good governance play out in the sustainable development context? Based on state-of-the-field, interdisciplinary research with a global perspective, Leaving no one behind, leaving no one unaccountable offers the first comprehensive account of the role of ombuds institutions in achieving the Sustainable Development Goals, launched by the United Nations in 2015. With their unique position in-between three branches of power, the mandate to oversee public administration (including the security sector) and protect human rights, ombuds institutions are well-placed to play an important role in national efforts to fulfil the SDGs. The book takes the specific angle by looking at SDG-16, devoted to effective, accountable and inclusive institutions, through the lens of security sector governance. It brings granular analysis of all SDG 16 targets, demonstrating how ombuds institutions could contribute to achieving each of them. The book develops an innovative conceptual framework, by looking at both implementation and accountability. The former is captured under the title of ‘leaving no one behind’ and the latter under ‘leaving no one unaccountable’. Leaving no one behind is a central credo of the 2030 Agenda. It is highly relevant for SDG-16, as well as security sector governance, due to the centrality of the principles of responsiveness, inclusiveness and participation. The book attests that for a number of the SDG 16 targets, ombuds institutions should primarily serve as accountability mechanisms. It argues they should work with, pressure, and make public administration accountable, in cases when the administration as the primary duty-bearer fails to protect the rights of citizens and when their actions fall short of the standards needed to achieve the SDGs. As this book demonstrates, many SDG 16 targets are rather vague, and limited guidance exists on how to measure and achieve them, especially in fragile contexts. It thus provides guidance and recommendations to ombuds institutions and other actors on how to best support each other in achieving SDG-16. Leaving no one behind, leaving no one unaccountable is a key resource for scholars, policymakers and activists concerned with effective, accountable and inclusive institutions, and those interested in political science, security studies, human rights and development studies.
    Keywords: National Human Rights Institutions; Good governance; Sustainable development goals; Security sector governance; Human rights; Ombuds institutions ; bic Book Industry Communication::J Society & social sciences::JP Politics & government::JPV Political control & freedoms::JPVH Human rights ; bic Book Industry Communication::J Society & social sciences::JP Politics & government::JPA Political science & theory ; bic Book Industry Communication::K Economics, finance, business & management::KN Industry & industrial studies::KNS Service industries::KNSS Security services ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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  • 16
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    IntechOpen | IntechOpen
    Publication Date: 2024-04-14
    Description: The development and use of robotics is affecting all aspects of modern life. There is a demand not only for robots that can move, interact, learn, and act in real-time dynamic and unconstrained environments but also for those that can interact smoothly and safely with the actions and movements of people within the same environments. In addition to managing complex motor coordination, these robots also require the ability to acquire and represent knowledge, deal with uncertainty at different operational levels, learn, reason, adapt, and have the autonomy to make intelligent decisions and act upon them. They should be able to learn from interaction, anticipate the outcomes of actions, acquire experiences and use them as required for future activities. Cognitive robotics is the interdisciplinary term used to describe robots that merge all these features and capabilities in their hardware and software architectures.
    Keywords: Computer science ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
    Language: English
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  • 17
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    Springer Nature | Springer International Publishing
    Publication Date: 2023-03-20
    Description: This open access book represents a journey documenting the development of tools and methodologies over 3 decades and asks where the future lies. It further develops seminal work carried out under the auspices of the Capacity building in Sustainability and Environmental Management (CapSEM) project co-funded by the EU Erasmus programme from 2016-2019 as well as research projects such as IGLO-MP2020, SUSPRO, and SISVI. It gathers existing paradigms of environmental management within the relevant frameworks which have driven the way in which this discipline has developed. It seeks to both challenge and support the way in which business sectors have approached this previously, with a more holistic and overarching model being provided, moving through four very distinct levels. It therefore provides not only a different approach, but a different way of thinking. Systems thinking is characterized by four levels: Process, Product Value Chain, Organisational and Systemic which combines Material Flow Analysis (MFA), Life Cycle Assessment (LCA), Corporate Social Responsibility (CSR) and Industrial Ecology (IE) principles. In its practical application, Corporate Social Responsibility, for example, thus becomes an integral part of a much wider business strategy and impacts on all business activity, not added value for its own sake, but a valuable component in a wider toolbox as a fundamental part of any business strategy and plan, changing, flexing and developing over the years. The book is divided into 4 parts: moving from context and background, to the theoretical model or toolbox, onto its practical application in case studiesandculminates in looking at the future and potential developments. It represents the multi-disciplined collaboration at NTNU and beyond, exemplifying its use in a wealth of business sectors and a range of stakeholders from construction to textiles to wind power as outlined in the European Circular Action Plan.
    Keywords: Cleaner production ; Corporate social responsibility ; Environment ; Industrial ecology ; Life cycle ; Sustainable development ; Humanities and social sciences ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNF Environmental management ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RB Earth sciences::RBP Meteorology & climatology ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::J Society & social sciences
    Language: English
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  • 18
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    MDPI - Multidisciplinary Digital Publishing Institute
    Publication Date: 2023-02-20
    Description: Transitioning to No Poverty is part of MDPI's new Open Access book series Transitioning to Sustainability. With this series, MDPI pursues environmentally and socially relevant research which contributes to efforts toward a sustainable world. Transitioning to Sustainability aims to add to the conversation about regional and global sustainable development according to the 17 SDGs. Set to be published in 2020/2021, the book series is intended to reach beyond disciplinary, even academic boundaries.
    Keywords: Sustainability ; ecology ; development ; environment ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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  • 19
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    Springer Nature | Springer International Publishing
    Publication Date: 2024-04-14
    Description: This open access book provides an introduction and an overview of learning to quantify (a.k.a. “quantification”), i.e. the task of training estimators of class proportions in unlabeled data by means of supervised learning. In data science, learning to quantify is a task of its own related to classification yet different from it, since estimating class proportions by simply classifying all data and counting the labels assigned by the classifier is known to often return inaccurate (“biased”) class proportion estimates. The book introduces learning to quantify by looking at the supervised learning methods that can be used to perform it, at the evaluation measures and evaluation protocols that should be used for evaluating the quality of the returned predictions, at the numerous fields of human activity in which the use of quantification techniques may provide improved results with respect to the naive use of classification techniques, and at advanced topics in quantification research. The book is suitable to researchers, data scientists, or PhD students, who want to come up to speed with the state of the art in learning to quantify, but also to researchers wishing to apply data science technologies to fields of human activity (e.g., the social sciences, political science, epidemiology, market research) which focus on aggregate (“macro”) data rather than on individual (“micro”) data.
    Keywords: Information Retrieval ; Machine Learning ; Supervised Learning ; Data Mining ; Prevalence Estimation ; Class Prior Estimation ; Data Science ; thema EDItEUR::U Computing and Information Technology::UN Databases::UNH Information retrieval ; thema EDItEUR::U Computing and Information Technology::UN Databases::UNF Data mining ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::U Computing and Information Technology::UN Databases::UNH Information retrieval ; thema EDItEUR::U Computing and Information Technology::UN Databases::UNF Data mining ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
    Language: English
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  • 20
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: Arid environments are basically associated with water scarcity. Therefore, soils will have an extremely low moisture level to support plant and animal life as well as human social life. Sustainability is the long durability of systems and processes within various adapted environmental conditions. Recently, systematic scientific studies on arid environments and sustainability have become more attractive, critical, and sound than the previous years. Sharing such experiences related to different environmental circumstances will absolutely help scientists and decision-makers to have better interpretation of their own environment. By learning lessons, appropriate, fast, and effective approaches require to implement for overwhelming such problems. Such actions will certainly lead to more secure and sustainable environments for plant, animal, and human life.
    Keywords: climate change, irrigation, evapotranspiration, land degradation, soil salinity, biomass production ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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  • 21
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    Springer Nature | Springer International Publishing
    Publication Date: 2024-04-11
    Description: This open access book introduces and explains machine learning (ML) algorithms and techniques developed for statistical inferences on a complex process or system and their applications to simulations of chemically reacting turbulent flows. These two fields, ML and turbulent combustion, have large body of work and knowledge on their own, and this book brings them together and explain the complexities and challenges involved in applying ML techniques to simulate and study reacting flows. This is important as to the world’s total primary energy supply (TPES), since more than 90% of this supply is through combustion technologies and the non-negligible effects of combustion on environment. Although alternative technologies based on renewable energies are coming up, their shares for the TPES is are less than 5% currently and one needs a complete paradigm shift to replace combustion sources. Whether this is practical or not is entirely a different question, and an answer to this question depends on the respondent. However, a pragmatic analysis suggests that the combustion share to TPES is likely to be more than 70% even by 2070. Hence, it will be prudent to take advantage of ML techniques to improve combustion sciences and technologies so that efficient and “greener” combustion systems that are friendlier to the environment can be designed. The book covers the current state of the art in these two topics and outlines the challenges involved, merits and drawbacks of using ML for turbulent combustion simulations including avenues which can be explored to overcome the challenges. The required mathematical equations and backgrounds are discussed with ample references for readers to find further detail if they wish. This book is unique since there is not any book with similar coverage of topics, ranging from big data analysis and machine learning algorithm to their applications for combustion science and system design for energy generation.
    Keywords: Machine Learning ; Combustion Simulations ; Combustion Modelling ; Big Data Analysis ; Dimensionality reduction ; Reduced-order modelling ; Neural Networks ; Turbulent Combustion ; Physics-based modelling ; Data-driven modelling ; Deep learning ; Thermoacoustics and its modelling ; Reactive molecular dynamics ; Simulations of reacting flows ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THF Fossil fuel technologies ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGM Materials science::TGMB Engineering thermodynamics ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::P Mathematics and Science::PH Physics::PHH Thermodynamics and heat ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THF Fossil fuel technologies ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGM Materials science::TGMB Engineering thermodynamics ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::P Mathematics and Science::PH Physics::PHH Thermodynamics and heat
    Language: English
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    Springer Nature | Springer Nature Switzerland
    Publication Date: 2024-04-14
    Description: This open access book presents an interdisciplinary approach to reveal biases in English news articles reporting on a given political event. The approach named person-oriented framing analysis identifies the coverage’s different perspectives on the event by assessing how articles portray the persons involved in the event. In contrast to prior automated approaches, the identified frames are more meaningful and substantially present in person-oriented news coverage. The book is structured in seven chapters: Chapter 1 presents a few of the severe problems caused by slanted news coverage and identifies the research gap that motivated the research described in this thesis. Chapter 2 discusses manual analysis concepts and exemplary studies from the social sciences and automated approaches, mostly from computer science and computational linguistics, to analyze and reveal media bias. This way, it identifies the strengths and weaknesses of current approaches for identifying and revealing media bias. Chapter 3 discusses the solution design space to address the identified research gap and introduces person-oriented framing analysis (PFA), a new approach to identify substantial frames and to reveal slanted news coverage. Chapters 4 and 5 detail target concept analysis and frame identification, the first and second component of PFA. Chapter 5 also introduces the first large-scale dataset and a novel model for target-dependent sentiment classification (TSC) in the news domain. Eventually, Chapter 6 introduces Newsalyze, a prototype system to reveal biases to non-expert news consumers by using the PFA approach. In the end, Chapter 7 summarizes the thesis and discusses the strengths and weaknesses of the thesis to derive ideas for future research on media bias. This book mainly targets researchers and graduate students from computer science, computational linguistics, political science, and further social sciences who want to get an overview of the relevant state of the art in the other related disciplines and understand and tackle the issue of bias from a more effective, interdisciplinary viewpoint.
    Keywords: Natural Language Processing ; Deep Learning ; Media Bias ; Content Analysis ; Frame Analysis ; Social Aspects of Computing ; Information Retrieval ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQL Natural language and machine translation ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::J Society and Social Sciences::JB Society and culture: general::JBC Cultural and media studies::JBCT Media studies ; thema EDItEUR::C Language and Linguistics::CB Language: reference and general::CBX Language: history and general works ; thema EDItEUR::J Society and Social Sciences::JP Politics and government::JPA Political science and theory ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQL Natural language and machine translation ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::J Society and Social Sciences::JB Society and culture: general::JBC Cultural and media studies::JBCT Media studies ; thema EDItEUR::C Language and Linguistics::CB Language: reference and general::CBX Language: history and general works ; thema EDItEUR::J Society and Social Sciences::JP Politics and government::JPA Political science and theory
    Language: English
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: The sustainable energy sources are potentially employed to substitute petrol fuels in transport engines such as buses and small vehicles. Hydrogen-enriched compressed natural gas engines are forthcoming energy carriers for the internal combustion engine, with higher thermal efficiency and less pollutant emissions. The different availability of renewables has allowed various countries to adopt the most appropriate type of renewable energy technology according to their energy source adequacy/abundance. In Taiwan, ocean energy is considered as an abundant source of renewables due to its geographical location as an island. The Taiwanese government has approved the investment to construct an MW-scale demonstration electricity plant. In this book, the Taiwanese ocean energy experience is comprehensively presented. The technical and legal analyses of ocean energy implementation are provided. The challenges that they had to overcome to optimize the utilization of the most available ocean energy potential are discussed. The sustainable transition in South Africa would be a good example for implementing rooftop solar, especially in low-income communities. Apart from the environmental benefits, sustainable energy technologies can boost the socioeconomic level of developing countries. Other advantages may be the continuous supply of energy and creation of new job opportunities. Moreover, sustainable renewable energy sources such as the wind could be employed for generating electricity to operate water purification systems in remote areas. This, in turn, would overcome the health problems associated with drinking water scarcity issues. This book is an attempt to cover the sustainable energy issues from a technical perspective. Furthermore, the sustainable energy applications and existing case studies are helpful illustrations for the broad understanding of the importance of sustainable energy.
    Keywords: renewable energy, optimization, combustion, chemical vapor deposition, turbulence, drinking water ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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    Springer Nature | Springer International Publishing
    Publication Date: 2023-11-16
    Description: This open access book focuses on climate change, indigenous reindeer husbandry and the underlying concept of connecting the traditional knowledge of indigenous reindeer herders in the Arctic with the latest research findings of the world’s leading academics. The Arctic and sub-Arctic environment, climate and biodiversity are changing in ways unprecedented in the long histories of the north, challenging traditional ways of life, well-being, and food security with legitimate concerns for the future of traditional indigenous livelihoods. The book provides a clear and thorough overview of the potential problems caused by a warming climate on reindeer husbandry and how reindeer herders' knowledge should be brought to action. In particular, the predicted impacts of global warming on winter climate and the resilience reindeer of communities are thoroughly discussed.
    Keywords: Arctic societies ; Indigenous knowledge ; Reindeer husbandry in the Arctic ; Resilience to a changing Arctic ; Sami and reindeer herds ; Indigenous people communities ; Planning for adaptation action ; Climate change impacts ; Polar geography ; bic Book Industry Communication::J Society & social sciences ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RG Geography::RGC Human geography ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability ; bic Book Industry Communication::P Mathematics & science::PS Biology, life sciences::PSA Life sciences: general issues::PSAF Ecological science, the Biosphere ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNC Applied ecology::RNCB Biodiversity
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    Springer Nature | Springer Nature Switzerland
    Publication Date: 2023-08-17
    Description: This open access book reflects aims of the Blue Circular Economy (BCE) project, which focused on small and medium-sized enterprises (SMEs) aiming to create value using circular economy concepts related to products and services within fishing gear recycling in the Northern Periphery and Arctic (NPA) area. Cluster establishment and operation were carried out in collaboration with academia, industry and government agencies following a triple-helix approach. Discarded fishing gear constitutes a large part of marine plastics. Preventing future discharge of fishing gear into the ocean is a vital step in combating plastic pollution. Circular economy is one of the tools in the European Green deal, targeting waste minimisation. Closing the loop for waste fishing nets by transferring them to a resource could be a solution for preventing discharge at sea: exploring this opportunity is at the core of this book.
    Keywords: Marine Plastics ; Circular Economy ; Ghost Fishing ; Recycling ; Marine Pollution ; Environment ; Economy ; Society ; SMEs ; Employment ; Innovation ; Marine Science ; Aquatic ; Waste Fishing ; Marine Litter ; Fish ; Ocean Plastics ; Fishing Nets ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNF Environmental management ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNP Pollution & threats to the environment ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RB Earth sciences::RBK Hydrology & the hydrosphere::RBKC Oceanography (seas) ; bic Book Industry Communication::P Mathematics & science::PS Biology, life sciences::PSA Life sciences: general issues::PSAF Ecological science, the Biosphere ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RB Earth sciences::RBK Hydrology & the hydrosphere
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: Biomass has been an intimate companion of humans from the dawn of civilization to the present. Its use as food, energy source, body cover and as construction material established the key areas of biomass usage that extend to this day. Given the complexities of biomass as a source of multiple end products, this volume sheds new light to the whole spectrum of biomass related topics by highlighting the new and reviewing the existing methods of its detection, production and usage. We hope that the readers will find valuable information and exciting new material in its chapters.
    Keywords: Sustainability ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: With the growth of urbanization, industrialization, and intensive agricultural practices, all superficial, inland, and marine water bodies have become the repository for large quantities of every type of substance extraneous to the natural aquatic environment. The knowledge of hydrodynamics becomes crucial in this context, as it is the driving mechanism for the movement and transport of these matters and of sediments that become collectors of these substances, in a surface water system. The best way to understand these natural processes is via examples and case studies. This book deals with practical studies of hydrodynamic processes through physical and numerical models. Researchers, together with practicing engineers, will find this book useful in making a rapid assessment of different environmental water body problems.
    Keywords: climate change, clustering, hydrodynamics, fractal dimension, segmentation, numerical modeling ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
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    Springer Nature | Springer International Publishing
    Publication Date: 2024-04-14
    Description: This open access handbook describes foundational issues, methodological approaches and examples on how to analyse and model data using Computational Social Science (CSS) for policy support. Up to now, CSS studies have mostly developed on a small, proof-of concept, scale that prevented from unleashing its potential to provide systematic impact to the policy cycle, as well as from improving the understanding of societal problems to the definition, assessment, evaluation, and monitoring of policies. The aim of this handbook is to fill this gap by exploring ways to analyse and model data for policy support, and to advocate the adoption of CSS solutions for policy by raising awareness of existing implementations of CSS in policy-relevant fields. To this end, the book explores applications of computational methods and approaches like big data, machine learning, statistical learning, sentiment analysis, text mining, systems modelling, and network analysis to different problems in the social sciences. The book is structured into three Parts: the first chapters on foundational issues open with an exposition and description of key policymaking areas where CSS can provide insights and information. In detail, the chapters cover public policy, governance, data justice and other ethical issues. Part two consists of chapters on methodological aspects dealing with issues such as the modelling of complexity, natural language processing, validity and lack of data, and innovation in official statistics. Finally, Part three describes the application of computational methods, challenges and opportunities in various social science areas, including economics, sociology, demography, migration, climate change, epidemiology, geography, and disaster management. The target audience of the book spans from the scientific community engaged in CSS research to policymakers interested in evidence-informed policy interventions, but also includes private companies holding data that can be used to study social sciences and are interested in achieving a policy impact.
    Keywords: Computational Social Science ; Data Science ; Big Data Analytics ; Statistical Learning ; Machine Learning ; Sentiment Analysis ; Natural Language Processing ; thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMB Algorithms and data structures ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics ; thema EDItEUR::J Society and Social Sciences ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
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    Springer Nature | Palgrave Macmillan
    Publication Date: 2023-01-22
    Description: This open access book seeks to understand why we consume as we do, how consumption changes, and why we keep consuming more and more, despite the visible damage we are doing to the planet. The chapters cover both the stubbornness of unsustainable consumption patterns in affluent societies and the drivers of rapidly increasing consumption in emerging economies. They focus on consumption patterns with the largest environmental footprints, including energy, housing, and mobility and engage in sophisticated ways with the theoretical frontiers of the field of consumption research, in particular on the ‘practice turn’ that has come to dominate the field in recent decades. This book maps out what we know about consumption, questions what we take for granted, and points us in new directions for better understanding—and changing—unsustainable consumption patterns.
    Keywords: unsustainable consumption patterns ; emerging economies ; consumption studies ; social practice theory ; the practice turn ; bic Book Industry Communication::K Economics, finance, business & management::KJ Business & management::KJS Sales & marketing ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability ; bic Book Industry Communication::J Society & social sciences::JP Politics & government::JPQ Central government::JPQB Central government policies ; bic Book Industry Communication::J Society & social sciences::JH Sociology & anthropology::JHB Sociology
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    IntechOpen | IntechOpen
    Publication Date: 2024-04-14
    Description: Deep learning is a branch of machine learning similar to artificial intelligence. The applications of deep learning vary from medical imaging to industrial quality checking, sports, and precision agriculture. This book is divided into two sections. The first section covers deep learning architectures and the second section describes the state of the art of applications based on deep learning.
    Keywords: neural networks, machine learning, artificial intelligence, big data, risk assessment, security ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: This book discusses theoretical and technical innovations in water resource management. Chapters cover such topics as groundwater recharging technology, cumulative groundwater impact assessment, depletion and deterioration of groundwater, and identification of water inrush using various multiple non-linear machine learning models. Also discussed are the evaluation of rainfall time series and the use of fractal analysis. Finally, the book contains information on the governance crisis and governability of the use of groundwater in arid zones.
    Keywords: gis, governance, rainfall, fractal analysis, rs ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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    IntechOpen | IntechOpen
    Publication Date: 2024-04-14
    Description: This book brings together some recent advances and development in robotics. In 12 chapters, written by experts and researchers in respective fields, the book presents some up-to-date research ideas and findings in a wide range of robotics, including the design, modeling, control, learning, interaction, and navigation of robots. From an application perspective, the book covers UAVs, USVs, mobile robots, humanoid robots, graspers, and underwater robots. The unique text offers practical guidance to graduate students and researchers in research and applications in the field of robotics.
    Keywords: artificial intelligence, optimization, sensors, cognition, augmented reality, automation ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
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    Springer Nature | Springer Nature Singapore
    Publication Date: 2024-04-14
    Description: This open access book provides a wealth of hands-on examples that illustrate how hyperparameter tuning can be applied in practice and gives deep insights into the working mechanisms of machine learning (ML) and deep learning (DL) methods. The aim of the book is to equip readers with the ability to achieve better results with significantly less time, costs, effort and resources using the methods described here. The case studies presented in this book can be run on a regular desktop or notebook computer. No high-performance computing facilities are required. The idea for the book originated in a study conducted by Bartz & Bartz GmbH for the Federal Statistical Office of Germany (Destatis). Building on that study, the book is addressed to practitioners in industry as well as researchers, teachers and students in academia. The content focuses on the hyperparameter tuning of ML and DL algorithms, and is divided into two main parts: theory (Part I) and application (Part II). Essential topics covered include: a survey of important model parameters; four parameter tuning studies and one extensive global parameter tuning study; statistical analysis of the performance of ML and DL methods based on severity; and a new, consensus-ranking-based way to aggregate and analyze results from multiple algorithms. The book presents analyses of more than 30 hyperparameters from six relevant ML and DL methods, and provides source code so that users can reproduce the results. Accordingly, it serves as a handbook and textbook alike.
    Keywords: Hyperparameter Tuning ; Hyperparameters ; Tuning ; Deep Neural Networks ; Reinforcement Learning ; Machine Learning ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::U Computing and Information Technology::UF Business applications::UFM Mathematical and statistical software ; thema EDItEUR::P Mathematics and Science::PH Physics::PHU Mathematical physics ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::U Computing and Information Technology::UF Business applications::UFM Mathematical and statistical software ; thema EDItEUR::P Mathematics and Science::PH Physics::PHU Mathematical physics
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    Springer Nature | Springer Nature Singapore
    Publication Date: 2023-03-03
    Description: This open access book invites readers to learn how to develop artificial intelligence (AI)-based algorithms to perform their research in oceanography. Various examples are exhibited to guide details of how to feed the big ocean data into the AI models to analyze and achieve optimized results. The number of scholars engaged in AI oceanography research will increase exponentially in the next decade. Therefore, this book will serve as a benchmark providing insights for scholars and graduate students interested in oceanography, computer science, and remote sensing.
    Keywords: Deep learning ; Sea surface temperature ; Hurricane study ; Coastal inundation mapping ; Sea surface height ; Wind study ; Mesoscale eddy study ; Ocean internal wave ; Sea ice ; Detection of ship ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RB Earth sciences::RBK Hydrology & the hydrosphere::RBKC Oceanography (seas) ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RB Earth sciences ; bic Book Industry Communication::U Computing & information technology::UB Information technology: general issues ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RG Geography ; bic Book Industry Communication::U Computing & information technology::UY Computer science::UYQ Artificial intelligence ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
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    IntechOpen | IntechOpen
    Publication Date: 2024-04-14
    Description: This book is an overview of the different paths automation and control engineering have taken lately, from a modern point of view. Built up with example chapters, this book provides some insight into the use of artificial intelligence and control theory on manufacturing, comfort analysis, reliability of modern digital systems, and the use of unusual reference and feedback signals as those coming from the brain. Nonetheless, some chapters are also devoted to a more traditional point of view of control theory, addressing complex problems where human intervention must be limited. Overall, this book is an effort to show that modern automation and control engineering are comprised by many diverse areas, which should interact in order to provide a complete result. In this way, as the systems become more complex and the control objectives more subjective, both, formal analytic and intelligent approaches, should be seen as complementary tools, not unrelated competitors. This book’s aim is precisely that of showing how broad and diverse the control objectives have become and how the abilities of the control engineer should be extended.
    Keywords: rehabilitation, reliability, sensors, radiation, homeostasis, labview ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: The area of wind energy is a rapidly evolving field and an intensive research and development has taken place in the last few years. Therefore, this book aims to provide an up-to-date comprehensive overview of the current status in the field to the research community. The research works presented in this book are divided into three main groups. The first group deals with the different types and design of the wind mills aiming for efficient, reliable and cost effective solutions. The second group deals with works tackling the use of different types of generators for wind energy. The third group is focusing on improvement in the area of control. Each chapter of the book offers detailed information on the related area of its research with the main objectives of the works carried out as well as providing a comprehensive list of references which should provide a rich platform of research to the field.
    Keywords: Sustainability ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: As the fastest growing source of energy in the world, wind has a very important role to play in the global energy mix. This text covers a spectrum of leading edge topics critical to the rapidly evolving wind power industry. The reader is introduced to the fundamentals of wind energy aerodynamics; then essential structural, mechanical, and electrical subjects are discussed. The book is composed of three sections that include the Aerodynamics and Environmental Loading of Wind Turbines, Structural and Electromechanical Elements of Wind Power Conversion, and Wind Turbine Control and System Integration. In addition to the fundamental rudiments illustrated, the reader will be exposed to specialized applied and advanced topics including magnetic suspension bearing systems, structural health monitoring, and the optimized integration of wind power into micro and smart grids.
    Keywords: Sustainability ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
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    The MIT Press | The MIT Press
    Publication Date: 2024-04-04
    Description: The first comprehensive guide to distributional reinforcement learning, providing a new mathematical formalism for thinking about decisions from a probabilistic perspective.Distributional reinforcement learning is a new mathematical formalism for thinking about decisions. Going beyond the common approach to reinforcement learning and expected values, it focuses on the total reward or return obtained as a consequence of an agent's choices—specifically, how this return behaves from a probabilistic perspective. In this first comprehensive guide to distributional reinforcement learning, Marc G. Bellemare, Will Dabney, and Mark Rowland, who spearheaded development of the field, present its key concepts and review some of its many applications. They demonstrate its power to account for many complex, interesting phenomena that arise from interactions with one's environment.The authors present core ideas from classical reinforcement learning to contextualize distributional topics and include mathematical proofs pertaining to major results discussed in the text. They guide the reader through a series of algorithmic and mathematical developments that, in turn, characterize, compute, estimate, and make decisions on the basis of the random return. Practitioners in disciplines as diverse as finance (risk management), computational neuroscience, computational psychiatry, psychology, macroeconomics, and robotics are already using distributional reinforcement learning, paving the way for its expanding applications in mathematical finance, engineering, and the life sciences. More than a mathematical approach, distributional reinforcement learning represents a new perspective on how intelligent agents make predictions and decisions.
    Keywords: Computer Science/Machine Learning & Neural Networks ; thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
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    The MIT Press | The MIT Press
    Publication Date: 2024-03-23
    Description: How the use of machine learning to analyze art images has revived formalism in art history, presenting a golden opportunity for art historians and computer scientists to learn from one another.Though formalism is an essential tool for art historians, much recent art history has focused on the social and political aspects of art. But now art historians are adopting machine learning methods to develop new ways to analyze the purely visual in datasets of art images. Amanda Wasielewski uses the term “computational formalism” todescribe this use of machine learning and computer vision technique in art historical research. At the same time that art historians are analyzing art images in new ways, computer scientists are using art images for experiments in machine learning and computer vision. Their research, says Wasielewski, would be greatly enriched by the inclusion of humanistic issues.The main purpose in applying computational techniques such as machine learning to art datasets is to automate the process of categorization using metrics such as style, a historically fraught concept in art history. After examining a fifteen-year trajectory in image categorization and art dataset creation in the fields of machine learning and computer vision, Wasielewski considers deep learning techniques that both create and detect forgeries and fakes in art. She investigates examples of art historical analysis in the fields of computer and information sciences, placing this research in the context of art historiography. She also raises questions as which artworks are chosen for digitization, and of those artworks that are born digital, which works gain acceptance into the canon of high art.
    Keywords: Art history ; artificial intelligence ; machine learning ; formalism ; digital humanities ; connoisseurship ; image database ; authentication ; style ; thema EDItEUR::A The Arts::AG The Arts: treatments and subjects::AGA History of art ; thema EDItEUR::3 Time period qualifiers::3M c 1500 onwards to present day::3MN 19th century, c 1800 to c 1899 ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::A The Arts::AF The Arts: art forms::AFK Non-graphic and electronic art forms::AFKV Digital, video and new media arts
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    Springer Nature | Springer International Publishing
    Publication Date: 2024-04-11
    Description: This Open Access proceedings presents a good overview of the current research landscape of assembly, handling and industrial robotics. The objective of MHI Colloquium is the successful networking at both academic and management level. Thereby, the colloquium focuses an academic exchange at a high level in order to distribute the obtained research results, to determine synergy effects and trends, to connect the actors in person and in conclusion, to strengthen the research field as well as the MHI community. In addition, there is the possibility to become acquatined with the organizing institute. Primary audience is formed by members of the scientific society for assembly, handling and industrial robotics (WGMHI).
    Keywords: Assembly Processes & Systems ; Handling & Grasping ; Modelling & Simulation ; Human-robot-collaboration ; Industry 4.0 ; Industrial Robotics ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering::TJFM Automatic control engineering::TJFM1 Robotics ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering::TJFM Automatic control engineering ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
    Language: English
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    IntechOpen | IntechOpen
    Publication Date: 2023-09-05
    Description: Wildlife includes undomesticated native species of animals and plants of a region and all organisms that grow or live wild in an area without being introduced by humans. All game species, both birds and mammals, that are hunted for food and sport are also included. They can be found in all ecosystems and are protected for many reasons. Many national and international organizations, including the World Wildlife Fund, Conservation International, the Wildlife Conservation Society, and the United Nations, are working to support global animal and habitat conservation, working with governments to establish and protect public lands such as national parks and wildlife refuges, helping to draft legislation to protect various species, and working with law enforcement to prosecute wildlife crimes such as trafficking, illegal hunting, and poaching.
    Keywords: biodiversity ; migration ; regeneration ; habitat ; diversity ; anthropogenic activities ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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    IRD Éditions
    Publication Date: 2023-12-06
    Description: La gestion des déchets est aujourd’hui un enjeu primordial. Faire face à leur croissance très rapide depuis les années 2000 et à la saturation des décharges demande un véritable plan de collecte et de gestion. À Hà Nội, l’absence de tri et de recyclage par les opérateurs officiels, publics ou privés, et la croissance de la consommation d’une classe moyenne en augmentation font que la ville-capitale est dépassée par la quantité de déchets à ramasser. Ni la municipalité ni le secteur privé ne parviennent à mettre en place un système de tri à la source ou après ramassage, et à recycler les déchets. Pourtant, un système très innovant de collecte sélective et de recyclage des déchets (plastique, métaux, papier et cartons) est organisé depuis plusieurs décennies par des individus, en majorité des femmes d’origine rurale, qui collectent environ 20 % des déchets de la ville. Non reconnues par les autorités mais tolérées, ces entreprises familiales et informelles (pour la plupart) exercent leur activité dans les interstices de la loi et créent de nombreux emplois. À partir d’un riche corpus de cartes et d’études de terrain, les auteurs s’interrogent sur l’organisation de ce système informel et sur son maintien dans un territoire urbain très disputé, ainsi que sur les stratégies – très polluantes pour l’environnement et la santé – mises en oeuvre par ces collecteurs et recycleurs dans cette capitale en pleine expansion. Ils mettent en lumière la complexité du système et les multiples tensions entre les acteurs au sein des territoires, ainsi que les contradictions entre les logiques économiques du marché et des autorités publiques, dans un contexte de concurrence sur les matériaux recyclables au niveau local comme international. De très belles photos et des témoignages montrent également la vie au quotidien de ces collecteurs-recycleurs. Ce livre s’adresse à tout public intéressé par cette question majeure pour des villes durables.
    Keywords: sud global ; urbanisme ; ingénierie urbaine ; géographie ; économie ; sociologie ; rudologie ; déchets ; gestion des déchets ; recyclage ; ville ; aménagement urbain ; acteurs ; acteurs non institutionnels ; secteur informel ; migrations ; métropolisation ; enjeux environnementaux ; santé publique ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: French
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    Publication Date: 2023-03-10
    Description: Understanding how human societies and their natural environment mutually influence each other is at the heart of current major environmental issues, including sustainable development and climate change. Indigenous peoples and local communities —holders of a rich knowledge about nature and related technical know-how— are fully recognized as key actors in policies pertaining to biodiversity management. The photographs presented in this book reveal the impressive complexity of linkages woven over time between people and natures, on all continents and in the most diverse environments. They also show the diverse related ways of life and the wide array of subjects that need to be explored in order to decrypt such complexity.
    Keywords: peuples ; communautés ; nature ; savoirs locaux ; biodiversité ; environnement ; développement ; ethnobiologie ; photos ; bic Book Industry Communication::J Society & social sciences::JH Sociology & anthropology::JHM Anthropology ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: French
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    IntechOpen | IntechOpen
    Publication Date: 2023-02-15
    Description: Increasing urbanization, population growth, and climate change require responsible consumption of all resources, primarily energy. Worldwide energy efficiency applications, renewable energy, and related technologies will be the driving force in the energy sector. It is envisaged that large amounts of carbon emissions can be prevented by changing the electricity production and consumption habits of societies and transforming them into renewable energy and related technologies in energy systems. This book presents valuable scientific studies on clean energy technologies and analyzes hydrogen production processes in detail.
    Keywords: The environment ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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  • 45
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    Springer Nature | Springer International Publishing
    Publication Date: 2024-04-14
    Description: This open access book provides a comprehensive overview of the state of the art in research and applications of Foundation Models and is intended for readers familiar with basic Natural Language Processing (NLP) concepts. Over the recent years, a revolutionary new paradigm has been developed for training models for NLP. These models are first pre-trained on large collections of text documents to acquire general syntactic knowledge and semantic information. Then, they are fine-tuned for specific tasks, which they can often solve with superhuman accuracy. When the models are large enough, they can be instructed by prompts to solve new tasks without any fine-tuning. Moreover, they can be applied to a wide range of different media and problem domains, ranging from image and video processing to robot control learning. Because they provide a blueprint for solving many tasks in artificial intelligence, they have been called Foundation Models. After a brief introduction to basic NLP models the main pre-trained language models BERT, GPT and sequence-to-sequence transformer are described, as well as the concepts of self-attention and context-sensitive embedding. Then, different approaches to improving these models are discussed, such as expanding the pre-training criteria, increasing the length of input texts, or including extra knowledge. An overview of the best-performing models for about twenty application areas is then presented, e.g., question answering, translation, story generation, dialog systems, generating images from text, etc. For each application area, the strengths and weaknesses of current models are discussed, and an outlook on further developments is given. In addition, links are provided to freely available program code. A concluding chapter summarizes the economic opportunities, mitigation of risks, and potential developments of AI.
    Keywords: Pre-trained Language Models ; Deep Learning ; Natural Language Processing ; Transformer Models ; BERT ; GPT ; Attention Models ; Natural Language Understanding ; Multilingual Models ; Natural Language Generation ; Chatbot ; Foundation Models ; Information Extraction ; Text Generation ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQL Natural language and machine translation ; thema EDItEUR::C Language and Linguistics::CF Linguistics::CFX Computational and corpus linguistics ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQE Expert systems / knowledge-based systems ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
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  • 46
    Publication Date: 2023-11-17
    Description: This open access book provides integrated treatment technology of rural domestic sewage, and highlights ten typical cases in China. The integrated sewage treatment system (ISTE) combine sewage pretreatment, biological treatment, sedimentation, and disinfection, which particularly suitable for decentralized domestic wastewater treatment in rural areas without pipe networks. The main advantages of ISTE include the compact structure, small footprint, short construction period, high treatment efficiency, and economical rationality. First applied in Japan, ISTE has recently achieved rapid growth in China in the last decade. The relevant technological R&D, practice, and promotion experience accumulated by Chinese enterprises can offer significant reference to other developing countries and regions. The book consists of five chapters. The first chapter introduces characteristics, environmental risks and management styles of rural domestic sewage. The second chapter illustrates the collection and treatment approaches for rural domestic sewage.The third chapter presents the integrated sewage treatment process of high efficiency. The fourth chapter involves the design concept, manufacturing requirements, automatic control, and the cloud management system for ISTE. Chapter five covers ten typical application cases of ISTE in multiple regions of China. This book is suitable for graduate students, engineers, university teachers and government administrators engaged in decentralized sewage treatment.
    Keywords: Decentralized Sewage Treatment Technology ; Environmental Equipment Manufacturing ; Environmental Automatic Control System ; Environmental Cloud Management System ; Water Treatment Operation and Maintenance Guidelines ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNH Waste management ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RB Earth sciences::RBK Hydrology & the hydrosphere ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNP Pollution & threats to the environment ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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    IntechOpen | IntechOpen
    Publication Date: 2024-04-14
    Description: This book discusses multi-agent technologies (MATs) and machine learning (ML). These tools can be integrated and applied in industry, commerce, energy, medicine, psychology, and other areas. This volume consists of six chapters in three sections that discuss the integration, applications, and advanced results of MATs and ML.
    Keywords: Computer science ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
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    Springer Nature | Springer International Publishing
    Publication Date: 2023-01-22
    Description: This open access book provides selected teaching approaches, supporting methods, concrete examples of curricula as well as extracurricular teaching formats, which are predominantly tailored to both African and German requirements. These approaches were developed by the YEEES Training and Research Centers, an international interdisciplinary network of university teachers and researchers from Germany and southern Africa, and combine the fields of management, entrepreneurship, information and communication technologies (ICT), and sustainability. The book shows how current scientific results can be integrated into teaching, how students can contribute to research while learning, and how research can contribute to the development and evaluation of new formats. It is thus relevant for university teachers, researchers, students as well as practitioners who want to educate and act as future change agents.
    Keywords: Entrepreneurship education ; Change agents ; Transformational entrepreneurship ; Social entrepreneurship ; Sustainability ; German-African relations ; Interdisciplinarity ; Transdisciplinarity ; Education ; bic Book Industry Communication::K Economics, finance, business & management::KJ Business & management::KJH Entrepreneurship ; bic Book Industry Communication::J Society & social sciences::JN Education ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability ; bic Book Industry Communication::J Society & social sciences::JN Education::JNV Educational equipment & technology, computer-aided learning (CAL) ; bic Book Industry Communication::J Society & social sciences::JN Education::JNM Higher & further education, tertiary education::JNMT Teacher training
    Language: English
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    Springer Nature | Springer International Publishing
    Publication Date: 2023-07-19
    Description: This open access book explores various issues concerning the net-zero emission achievement, ranging from carbon pricing, carbon trade schemes, energy transition, ecological conservation, and carbon sinks, as well as the economic and social impacts of introducing carbon neutral policies in the Asia-Pacific region. The extreme flooding and drought problems, crop yield problems, and habitat changes brought about by climate change have seriously threatened the ecosystem and human survival, forcing people to rethink environmental management policies and limits on economic development. In the post-COVID-19 era, it is indispensable to adopt a more proactive climate change adaptation policy and establish bilateral cooperation with international partners who value climate change. 2021 is a critical year, and the leaders of major industrial countries at the recently concluded G7 meeting jointly stated the common objective seeking the establishment of carbon-neutral international community by the mid of the century. Major carbon-emitting countries or entities such as the European Union, US, Japan, Korea, China, and India have proposed specific timetables for net-zero carbon emissions and carbon neutrality before or at the COP26. Policy-makers around the world would also work closely with scientists, experts, and enterprises seeking appropriate policy instruments such as the development of carbon tax, carbon pricing, carbon sinks, global or regional carbon emission trade schemes, energy transitions, and other carbon-neutral policies moving toward net-zero emission society by the mid of the century. At a time when carbon pricing policies are being formulated, climate change related laws and policies will reshape the global governance and industrial layout during the period of 2021–-2030, and it is critical to move toward energy and industrial transformation, ecological conservation, and sustainable agricultural development.
    Keywords: Carbon Netzero ; Blue and Black Carbon ; Carbon Pricing ; Forest Management ; Sustainable Development ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RB Earth sciences::RBP Meteorology & climatology ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability ; bic Book Industry Communication::T Technology, engineering, agriculture::TH Energy technology & engineering
    Language: English
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: We are more aware of the need to achieve sustainable development than ever before. It is fair to say that two of the most important factors affecting sustainability are the ways of both producing and using energy. In this sense, this book provides a forum to articulate and discuss energy management issues in the frame of achieving sustainable development. And undoubtedly, we are also deeply concerned about these issues in the recent times. This volume contains 6 chapters and is organized into three sections: "Policies and Strategies", and "Technologies and Industries".
    Keywords: renewable energy, air pollution, green energy, electric vehicle, clean energy ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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    Policy Press
    Publication Date: 2023-05-12
    Description: EPDF and EPUB available Open Access under CC-BY-NC-ND licence. Technology is quickly becoming an integral part of care systems across the world and is frequently cited in policy discourse as pivotal for solving the ‘crisis’ in care and delivering positive outcomes. Exploring the role of technology in Europe, Canada, Australia and Japan, this book examines how technology contributes effectively to the sustainability of these different care systems, which are facing similar emergent pressures, including increased longevity, falling fertility and the consequences of the COVID-19 pandemic. It considers the challenges and opportunities of embedding technologies in care systems and the subsequent outcomes for older and disabled service users, carers and the care workforce.
    Keywords: Canada; Care Systems; Comparative policy; Digital; Europe; Implementation; Innovation; Japan; Sustainable Care; Technologies ; bic Book Industry Communication::J Society & social sciences::JF Society & culture: general::JFF Social issues & processes::JFFG Disability: social aspects ; bic Book Industry Communication::J Society & social sciences::JK Social services & welfare, criminology::JKS Social welfare & social services ; bic Book Industry Communication::J Society & social sciences::JK Social services & welfare, criminology::JKS Social welfare & social services::JKSG Care of the elderly ; bic Book Industry Communication::J Society & social sciences::JK Social services & welfare, criminology::JKS Social welfare & social services::JKSN Social work ; bic Book Industry Communication::M Medicine::MB Medicine: general issues::MBP Health systems & services ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: In the beginning, the sole purpose of utilization of the refrigeration was to conserve food (BC 1100). But today in our daily life, refrigeration is one of the necessary areas for the aim of not only food conservation but also comfort, industrial production, electronic equipments' performance, safe and proper operation of telecommunication stations and computer rooms, space studies, etc. The importance and wide application range of the refrigeration require new techniques and researches. In this respect, the scope and topics of the book are: Multistage refrigeration cycle analysis, Electrocaloric cooling method, Food chilling-freezing methods and equipments, CFD modeling of airflow in the display cabinet, Industrial application of refrigeration, Energy-efficient air-conditioning system comparison, Capacity modulation methods for energy-efficient refrigeration.
    Keywords: fermentation, cfd simulation, coefficient of performance, evaporative cooling, winemaking ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
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    The MIT Press | The MIT Press
    Publication Date: 2024-04-14
    Description: An insightful investigation into the mechanisms underlying the predictive functions of neural networks—and their ability to chart a new path for AI.Prediction is a cognitive advantage like few others, inherently linked to our ability to survive and thrive. Our brains are awash in signals that embody prediction. Can we extend this capability more explicitly into synthetic neural networks to improve the function of AI and enhance its place in our world? Gradient Expectations is a bold effort by Keith L. Downing to map the origins and anatomy of natural and artificial neural networks to explore how, when designed as predictive modules, their components might serve as the basis for the simulated evolution of advanced neural network systems.Downing delves into the known neural architecture of the mammalian brain to illuminate the structure of predictive networks and determine more precisely how the ability to predict might have evolved from more primitive neural circuits. He then surveys past and present computational neural models that leverage predictive mechanisms with biological plausibility, identifying elements, such as gradients, that natural and artificial networks share. Behind well-founded predictions lie gradients, Downing finds, but of a different scope than those that belong to today's deep learning. Digging into the connections between predictions and gradients, and their manifestation in the brain and neural networks, is one compelling example of how Downing enriches both our understanding of such relationships and their role in strengthening AI tools. Synthesizing critical research in neuroscience, cognitive science, and connectionism, Gradient Expectations offers unique depth and breadth of perspective on predictive neural-network models, including a grasp of predictive neural circuits that enables the integration of computational models of prediction with evolutionary algorithms.
    Keywords: Computer Science/Artificial Intelligence ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQN Neural networks and fuzzy systems ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GT Interdisciplinary studies::GTK Cognitive studies
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    IntechOpen | IntechOpen
    Publication Date: 2024-04-14
    Description: Nowadays, technological advances allow the development of many applications in different fields. In this book, “Applications of Pattern Recognition”, two important fields are shown. The first field, data analysis, is a good tool to identify patterns; in particular, it is observed by a stereoscopic calculation model based on fixation eye movement, a visual interactive programming learning system, an approach based on color analysis of Habanero chili pepper, an approach for the visualization and analysis of inconsistent data, and finally, a system for building 3D abstractions with wireframes. On the other hand, automatic systems help to detect or identify different kinds of patterns. It is applying to incomplete data analysis a retinal biometric approach based on crossing and bifurcation, an Arabic handwritten signature identification system, and finally, the use of clustering methods for gene expression data with RNA-seq.
    Keywords: machine learning, deep learning, gene expression, image processing, clustering, biometrics ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: In a previous volume (ICT-Energy-Concepts Towards Zero-Power ICT; referenced below as Vol. 1), we addressed some of the fundamentals related to bridging the gap between the amount of energy required to operate portable/mobile ICT systems and the amount of energy available from ambient sources. The only viable solution appears to be to attack the gap from both sides, i.e. to reduce the amount of energy dissipated during computation and to improve the efficiency in energy-harvesting technologies. In this book, we build on those concepts and continue the discussion on energy efficiency and sustainability by addressing the minimisation of energy consumption at different levels across the ICT system stack, from hardware to software, as well as discussing energy consumption issues in high-performance computing (HPC), data centres and communication in sensor networks. This book was realised thanks to the contribution of the project ‘Coordinating Research Efforts of the ICT-Energy Community’ funded from the European Union under the Future and Emerging Technologies (FET) area of the Seventh Framework Programme for Research and Technological Development (grant agreement n. 611004).
    Keywords: internet of things, energy harvesting, entropy, embedded systems, photovoltaics, noise ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
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    Springer Nature | Springer International Publishing
    Publication Date: 2023-11-17
    Description: This open access book applies a social ecological systems (SES) lens to conservation-based development in Patagonia, bringing together authors with historical, contemporary, and future-oriented perspectives in order to increase understanding of the social and environmental implications of nature-based tourism and other forms of conservation-based territorial development. By focusing on Patagonia (as a region) and its various forms of conservation-based development, this book contributes one of the first collections of South American based lessons and will be valuable to researchers and practitioners, both locally and around the world, seeking to better understand complex interconnections between social and ecological environments, and pursue a similar path to resilience and sustainability.
    Keywords: Patagonia protected area systems ; conservation based development ; nature-based tourism development ; green economy ; rural transitoins in patagonia ; lived experience of tourism and place ; natural resource values, conflicts and disscourses ; ecological / economic resilience in rural peripheral geographies ; livelihood sustainability and vulnerablity ; global change and Patagonia ; climate change in patagonia ; sustainable tourism in patagonia ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNK Conservation of the environment ; bic Book Industry Communication::P Mathematics & science::PS Biology, life sciences::PST Botany & plant sciences::PSTS Plant ecology ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RG Geography
    Language: English
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    IntechOpen | IntechOpen
    Publication Date: 2023-09-05
    Description: Agriculture is vitally important to humanity. Climate change, environmental pollution, global warming, and the COVID-19 pandemic have highlighted the importance of food safety and food security. This book discusses sustainable agriculture and its importance in combatting the adverse effects of climate change and meeting the world’s food demand. And essentially the technologies to be used for CE to prevent climate change should be “common property of humanity”. This may be a new paradigm, but the real issue is the future of the earth and ensuring the continuity of sustainable life. It is a fact that the creation of such a culture of sharing will serve all the SDGs put forward by the UN.
    Keywords: climate change ; sustainability ; infrastructure ; food security ; sustainable development ; circular economy ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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    IntechOpen | IntechOpen
    Publication Date: 2024-04-14
    Description: Pattern recognition continued to be one of the important research fields in computer science and electrical engineering. Lots of new applications are emerging, and hence pattern analysis and synthesis become significant subfields in pattern recognition. This book is an edited volume and has six chapters arranged into two sections, namely, pattern recognition analysis and pattern recognition applications. This book will be useful for graduate students, researchers, and practicing engineers working in the field of machine vision and computer science and engineering.
    Keywords: machine learning, stroke, bioinformatics, computed tomography, face recognition, structural health monitoring ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
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    IntechOpen | IntechOpen
    Publication Date: 2023-09-05
    Description: Rapid urbanization has led to many problems in cities, including climate change, deteriorating infrastructure, disorganized labor forces, and diminishing resources. This book presents a well-grounded vision for the kind of future city we need to live in by encapsulating the most salient and practical implementations of the many responsibilities and functions that characterize the modern metropolis. Furthermore, this book uses the idea of sustainability to show and analyze many theories and approaches to handling the topic of modern sustainable smart cities, as well as the effects they have on human life and the natural environment through sustainable development objectives and aims supported by the United Nations.
    Keywords: sustainability ; internet of things ; smart city ; machine learning ; artificial intelligence ; renewable energy ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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    IntechOpen | IntechOpen
    Publication Date: 2024-04-14
    Description: The volume of data that is generated, stored, and communicated across different industrial sections, business units, and scientific research communities has been rapidly expanding. The recent developments in cellular telecommunications and distributed/parallel computation technology have enabled real-time collection and processing of the generated data across different sections. On the one hand, the internet of things (IoT) enabled by cellular telecommunication industry connects various types of sensors that can collect heterogeneous data. On the other hand, the recent advances in computational capabilities such as parallel processing in graphical processing units (GPUs) and distributed processing over cloud computing clusters enabled the processing of a vast amount of data. There has been a vital need to discover important patterns and infer trends from a large volume of data (so-called Big Data) to empower data-driven decision-making processes. Tools and techniques have been developed in machine learning to draw insightful conclusions from available data in a structured and automated fashion. Machine learning algorithms are based on concepts and tools developed in several fields including statistics, artificial intelligence, information theory, cognitive science, and control theory. The recent advances in machine learning have had a broad range of applications in different scientific disciplines. This book covers recent advances of machine learning techniques in a broad range of applications in smart cities, automated industry, and emerging businesses.
    Keywords: deep learning, big data, malaria, data mining, cloud computing, fpga ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
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    Springer Nature | Springer International Publishing
    Publication Date: 2023-03-20
    Description: This Open Access book on Ocean Governance examines sustainability challenges facing our oceans today. The book is organized into three sections: knowledge systems, policy foundations and thematic analyses. The knowledge produced in the book was catalyzed by the scientific outcomes within the European-funded Cooperation in Science and Technology (COST) network “Ocean Governance for Sustainability – Challenges, Options and the Role of Science”. This network brings together scientists, policy-makers and civil society representatives from 28 nation states to cooperate on ocean governance research. This book offers a compilation of new research material including focused case studies, broad policy syntheses and reflective chapters on the history and current status of knowledge production systems on ocean governance. New research material is presented, although some chapters draw on secondary sources. The book starts with synthetic review chapters from the editors, outlining past and present knowledge systems, addressing how and why ocean governance for sustainability is where it currently stands with critical reflections on existing narratives, path dependencies and colonialist histories. This is followed by chapters addressing, synthesizing and analyzing different legal and policy frameworks for ocean governance both regionally and internationally. At the core of the book are the thematic analyses, which provide focused case studies with detailed contextual information in support of different ocean governance challenges and sustainability pathways around the world. The book concludes with a chapter explicitly targeting students, researchers and policy-makers with key take-away messages compiled by the editors.
    Keywords: Ocean governance ; Sustainability ; Knowledge systems, policy foundations and thematic analysis ; Ocean policy and management ; Earth's ecosystems, water and coats ; Fish, fisheries and seafood resources ; Marine energy and mineral resources ; bic Book Industry Communication::J Society & social sciences::JP Politics & government::JPQ Central government::JPQB Central government policies ; bic Book Industry Communication::J Society & social sciences::JH Sociology & anthropology::JHB Sociology ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RG Geography::RGC Human geography::RGCM Economic geography ; bic Book Industry Communication::J Society & social sciences::JP Politics & government::JPA Political science & theory ; bic Book Industry Communication::J Society & social sciences
    Language: English
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    Springer Nature | Springer Nature Singapore
    Publication Date: 2023-07-10
    Description: This open access book highlights knowledge and expertise in Urban Water Demand Management (WDM) in ASEAN through comprehensive literature review and analysis, as well as stakeholder consultations. It documents urban WDM policies, initiatives, and practices that have demonstrated effective implementation outcomes across various contexts and which are expected to be relevant for cities in ASEAN. A WDM typology developed for this book identifies four key WDM measures, namely: water losses, economic instruments, non-price mechanisms, and alternative water reuse systems in the ASEAN context. Case illustrations of their effective implementation in different ASEAN cities are also included.
    Keywords: Non-revenue Water ; Climate change ; Water Meters ; Water use efficiency ; Greywater Recycling (GWR) ; Wastewater Reclamation ; Water Supply Systems ; Stormwater Harvesting (SWH) ; Public Utilities Board (PUB) Singapore ; Singapore National Water Agency ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RB Earth sciences::RBK Hydrology & the hydrosphere ; bic Book Industry Communication::K Economics, finance, business & management::KC Economics::KCP Political economy ; bic Book Industry Communication::P Mathematics & science::PS Biology, life sciences::PSA Life sciences: general issues::PSAF Ecological science, the Biosphere
    Language: English
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    Publication Date: 2023-03-15
    Description: Climate change is a reality, and communities around the world are now facing significant environmental problems – rising global temperatures leading to increased risk of flooding, fire, and sea level rise, resulting in the destruction of property and social infrastructure, loss of biodiversity and tangible and intangible cultural heritage, and damage to economies. Little wonder then that the online conference held on 30 September 2021 with the title “Ecomuseums and Climate Action” attracted more than one hundred participants from countries whose communities are facing these problems. This book presents the results of this conference where heritage experts, community activists, curators, politicians and academics from several countries, explored how ecomuseums and community museums are acting as catalysts for transition, renewal, and sustainable development and how they might effectively contribute to the UN’s Sustainable Development Goals and climate action. How can these organisations best contribute to the debate about the climate crisis and promote local action? Central to those actions are encouraging local people to recognise how important their cultural, natural and intangible cultural heritage is in making places special and giving a sense of belonging, why that heritage should be sustained, and how heritage assets can be used to promote climate action. This book – with its remarkable collection of essays from around the world – demonstrates how small local actions, considered together, can have a dramatic and far-reaching impact. It will be warmly welcomed by anyone interested in climate action, heritage and museum studies, and environmental issues.
    Description: Published
    Keywords: bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: This book highlights the diverse nature of the scientific domains associated with landscape architecture. It emphasises the need to acknowledge that the contribution of each research domain is equally important, offering complementary development opportunities while enabling landscapes to fulfill their multiple functions and ecosystem services in an integrated way, underlining the relevance of theory, methods, and practice to promote sustainable landscape planning and design.
    Keywords: sustainability, land use, landscape planning, climate change, environment, gis ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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    The MIT Press | The MIT Press
    Publication Date: 2023-07-31
    Description: What global shifts in markets and power mean for the politics and governance of sustainability.In recent years, major shifts in global markets from North to South have created a new geography of trade and consumption, particularly in the agricultural sector. How this shift affects the governance of sustainability, and thus the future of the planet, is the pressing topic Philip Schleifer takes up in this book. The processes of twenty-first-century globalization are fundamentally changing the politics and governance of commodity production, Schleifer argues, with profound implications for the environment in the food-producing countries of the Global South. At the center of Schleifer's study are Brazil and Indonesia—two key sites of experimentation in new models of global environmental and commodity governance—where palm oil and soy supply chains have seen unprecedented degrees of private environmental governance in recent years. However, instead of transforming these industries, the diffusion of transnational sustainability standards has accompanied a worsening ecological crisis, with mounting evidence of increasingly strong links between deforestation and globalization in twenty-first-century agricultural trade. To uncover the causes of this governance failure, Schleifer develops a multi-level framework for analyzing how contemporary globalization is reconfiguring the political economies of such industries. The result is the first comprehensive analysis of the shift of global agricultural trade to the South and the deepening crisis of commodity-driven deforestation—and a complex and evolving picture of both the risks and opportunities for sustainability presented by this transformative shift.
    Keywords: Transnational ; governance ; regulation ; supply chain ; sustainability ; agriculture ; globalization ; emerging economies ; commodities ; soy ; palm oil ; Indonesia ; Brazil ; global value chains ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RND Environmental policy & protocols ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability ; bic Book Industry Communication::K Economics, finance, business & management::KJ Business & management::KJK International business
    Language: English
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    Springer Nature | Springer International Publishing
    Publication Date: 2023-04-18
    Description: Blue Planet Law is the global and future-oriented environmental law that is necessary to face the global environmental crisis in the Anthropocene, assuming especially the link between climate action (SDG 13) and ocean sustainability (SDG 14). This open access book focuses on means of overcoming global environmental problems such as climate change, ocean degradation and biodiversity loss and the consequent risks for human life, health, food and wellbeing. It explores how environmental law, at the international, European and national levels, might set economic and technological development on a more sustainable path. Law must engage in dialogue with other areas such as philosophy, economics, ecology, and biology. This book highlights protection of the climate and the oceans and sustainable use of natural resources, through new policies, economies and technologies, including biotechnology, with a view to the preservation of life, health, food and a healthy environment for the present and future generations. The book may be seen as a contribution to the UN Sustainable Development Goals 13 and 14 and a tribute to the Declaration of the United Nations Conference on the Human Environment, also known as the Stockholm Conference (1972), on its 50th Anniversary.
    Keywords: Global environmental sustainability ; SDG 13 ; SDG 14 ; Climate change law ; Ocean sustainability ; EU Green Deal ; International environmental law ; Green taxes ; Law and renewable energy ; Marine genetics and living resources ; bic Book Industry Communication::L Law::LB International law::LBB Public international law::LBBP International environmental law ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability ; bic Book Industry Communication::P Mathematics & science::PS Biology, life sciences::PSA Life sciences: general issues::PSAF Ecological science, the Biosphere ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RB Earth sciences::RBK Hydrology & the hydrosphere::RBKC Oceanography (seas)
    Language: English
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    IntechOpen | IntechOpen
    Publication Date: 2023-12-01
    Description: In this book, authors investigated asymmetric and symmetric supercapacitor configurations for different electrode materials. Besides the already standard activated carbon (AC), studies were done with other materials and technologies for their preparation and activation. Also, the research info was presented with different electrolytes in order to obtain a higher capacitance and potential window, with as small as possible serial resistance. Achieved high performance enables wide application, and some of the new applications (spacecraft power systems, powering heart pacemakers and wireless sensors) are also described in this book.
    Keywords: graphene, nanostructure, carbon nanotubes, composite, nanocomposite, energy harvesting ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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    IntechOpen | IntechOpen
    Publication Date: 2024-04-14
    Description: The idea of simulating the brain was the goal of many pioneering works in Artificial Intelligence. The brain has been seen as a neural network, or a set of nodes, or neurons, connected by communication lines. Currently, there has been increasing interest in the use of neural network models. This book contains chapters on basic concepts of artificial neural networks, recent connectionist architectures and several successful applications in various fields of knowledge, from assisted speech therapy to remote sensing of hydrological parameters, from fabric defect classification to application in civil engineering. This is a current book on Artificial Neural Networks and Applications, bringing recent advances in the area to the reader interested in this always-evolving machine learning technique.
    Keywords: pattern recognition, artificial intelligence, air pollution, fpga, solar energy, sensitivity analysis ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning
    Language: English
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    Springer Nature | Springer Nature Switzerland
    Publication Date: 2024-04-11
    Description: This open access book gathers authors from a wide range of social-scientific and engineering disciplines to review challenges from their respective fields that arise from the processes of social and technological transformation taking place worldwide. The result is a much-needed collection of knowledge about the integration of social, organizational and technical challenges that need to be tackled to uphold safety in the digital age. The contributors whose work features in this book help their readers to navigate the massive increase in the capability to generate and use data in developing algorithms intended for automation of work, machine learning and next-generation artificial intelligence and the blockchain technology already in such extensive use in real-world organizations. This book deals with such issues as: · How can high-risk and safety-critical systems be affected by these developments, in terms of their activities, their organization, management and regulation? · What are the sociotechnical challenges of the proliferation of big data, algorithmic influence and cyber-security challenges in health care, transport, energy production/distribution and production of goods? Understanding the ways these systems operate in the rapidly changing digital context has become a core issue for academic researchers and other experts in safety science, security and critical-infrastructure protection. The research presented here offers a lens through which the reader can grasp the way such systems evolve and the implications for safety—an increasingly multidisciplinary challenge that this book does not shrink from addressing.
    Keywords: Critical Infrastructure Protection ; Cybersecurity ; Blockchain Technologies ; Risk Assessment ; Machine Learning ; Safety Management in High-hazard Industrial Sectors ; Digitalisation ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBC Engineering: general ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning ; thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology
    Language: English
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    Springer Nature | Springer International Publishing
    Publication Date: 2023-03-20
    Description: In this open access book, ecological economics and political ecology traditions converge into a single academic school. The book constitutes a common ground where multiple and critical voices are expressed, covering a broad scope of urgent matters at the crossroad between society, economy and the natural environment. The manuscripts composing this compendium offer appealing material for both experienced and younger researchers interested in interdisciplinary exchanges in the field of the social environmental sciences. It combines historical accounts with recent theoretical and empirical developments revolving around the interaction between three foundational notions of the Barcelona School: social metabolism, environmental justice and self-reflective science.
    Keywords: Sustainability ; Social Metabolism ; Environmental Justice Conflicts ; Activism Mobilizing Science ; Degrowth Alternatives ; bic Book Industry Communication::K Economics, finance, business & management::KC Economics::KCN Environmental economics ; bic Book Industry Communication::P Mathematics & science::PS Biology, life sciences::PSA Life sciences: general issues::PSAF Ecological science, the Biosphere ; bic Book Industry Communication::R Earth sciences, geography, environment, planning::RN The environment::RNU Sustainability
    Language: English
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