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  • thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence  (29)
  • bic Book Industry Communication::J Society & social sciences::JF Society & culture: general::JFF Social issues & processes::JFFN Migration, immigration & emigration  (21)
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  • bic Book Industry Communication::J Society & social sciences::JH Sociology & anthropology::JHM Anthropology
  • Springer Nature  (52)
  • Cambridge University Press  (6)
  • De Gruyter Open Poland
  • 2020-2024  (60)
  • 2022  (60)
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  • 1
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    xxAI - Beyond Explainable AI (2022)
    Springer Nature | Springer International Publishing
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    Publikationsdatum: 2024-04-14
    Beschreibung: This is an open access book. Statistical machine learning (ML) has triggered a renaissance of artificial intelligence (AI). While the most successful ML models, including Deep Neural Networks (DNN), have developed better predictivity, they have become increasingly complex, at the expense of human interpretability (correlation vs. causality). The field of explainable AI (xAI) has emerged with the goal of creating tools and models that are both predictive and interpretable and understandable for humans. Explainable AI is receiving huge interest in the machine learning and AI research communities, across academia, industry, and government, and there is now an excellent opportunity to push towards successful explainable AI applications. This volume will help the research community to accelerate this process, to promote a more systematic use of explainable AI to improve models in diverse applications, and ultimately to better understand how current explainable AI methods need to be improved and what kind of theory of explainable AI is needed. After overviews of current methods and challenges, the editors include chapters that describe new developments in explainable AI. The contributions are from leading researchers in the field, drawn from both academia and industry, and many of the chapters take a clear interdisciplinary approach to problem-solving. The concepts discussed include explainability, causability, and AI interfaces with humans, and the applications include image processing, natural language, law, fairness, and climate science.
    Schlagwort(e): Computer Science ; Informatics ; Conference Proceedings ; Research ; Applications ; 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
    Sprache: Englisch
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  • 2
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    Women, Migration and Gendered Experiences (2022)
    Springer Nature | Springer
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    Publikationsdatum: 2022-03-16
    Beschreibung: This open access book focuses on Albanian internal and international female migration and places gender at the heart of postsocialist transformation. It explores the vulnerabilities that arise for female citizens from the contradictory policies produced by the Albanian state. By illuminating the intersection of gender and migration, it shows how Albanian women are likely to embed themselves in complex social relations and migration trajectories. By focusing on various cases – internal, international, return, economic and student female migrants – the book underlines that migration does not follow any kind of evolutionary development, according to which women go from 'traditional’ to ‘modern' gender relations. By providing a compelling account on the complex negotiations and tactics women employ to deal with gender inequalities, this book leads to a better understanding of gender and migration entanglements. It is a useful read to students, academics in migration and gender studies as well as social scientists and policy-makers in European countries.
    Schlagwort(e): Albanian female migration ; Gender relations and post-socialist transformations ; Internal and international female student migration ; Internal and international care chains ; Post-socialist migratory processes ; Tactics and strategies mobilised by women ; Informality and rudimentary welfare state ; Education as a platform for migration in Albania ; Invisibility of domestic care work sector in Albania ; Intersections of care, gender and migration regimes ; Gendered imaginaries of Albanian female migrants ; Albanian migrants filling the care gap in Italy and Greece ; Commercialization of care ; Social networks in post-socialist Albanian migration ; Open access ; bic Book Industry Communication::J Society & social sciences::JF Society & culture: general::JFF Social issues & processes::JFFN Migration, immigration & emigration ; bic Book Industry Communication::J Society & social sciences::JP Politics & government::JPP Public administration ; bic Book Industry Communication::K Economics, finance, business & management::KC Economics::KCP Political economy ; bic Book Industry Communication::J Society & social sciences::JP Politics & government
    Sprache: Englisch
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  • 3
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    Big Data and Artificial Intelligence in Digital Finance (2022)
    Springer Nature | Springer International Publishing
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    Publikationsdatum: 2024-04-11
    Beschreibung: This open access book presents how cutting-edge digital technologies like Big Data, Machine Learning, Artificial Intelligence (AI), and Blockchain are set to disrupt the financial sector. The book illustrates how recent advances in these technologies facilitate banks, FinTech, and financial institutions to collect, process, analyze, and fully leverage the very large amounts of data that are nowadays produced and exchanged in the sector. To this end, the book also describes some more the most popular Big Data, AI and Blockchain applications in the sector, including novel applications in the areas of Know Your Customer (KYC), Personalized Wealth Management and Asset Management, Portfolio Risk Assessment, as well as variety of novel Usage-based Insurance applications based on Internet-of-Things data. Most of the presented applications have been developed, deployed and validated in real-life digital finance settings in the context of the European Commission funded INFINITECH project, which is a flagship innovation initiative for Big Data and AI in digital finance. This book is ideal for researchers and practitioners in Big Data, AI, banking and digital finance.
    Schlagwort(e): Artificial Intelligence and Big Data ; Digital Finance ; FinTech ; Blockchain ; RegTech ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJK Communications engineering / telecommunications ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::U Computing and Information Technology::UN Databases ; thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJQ Business mathematics and systems
    Sprache: Englisch
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  • 4
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    Migration Research in a Digitized World (2022)
    Springer Nature | Springer International Publishing
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    Publikationsdatum: 2022-07-14
    Beschreibung: This open access book explores implications of the digital revolution for migration scholars’ methodological toolkit. New information and communication technologies hold considerable potential to improve the quality of migration research by originating previously non-viable solutions to a myriad of methodological challenges in this field of study. Combining cutting-edge migration scholarship and methodological expertise, the book addresses a range of crucial issues related to both researcher-designed data collections and the secondary use of “big data”, highlighting opportunities as well as challenges and limitations. A valuable source for students and scholars engaged in migration research, the book will also be of keen interest to policymakers.
    Schlagwort(e): Quantitative migration research ; Available administrative sources ; Forced migrants in the global North and South ; General population surveys ; Reliable quantitative information ; Migratory flows and populations ; Sampling and data collection ; Intercultural differences ; Survey design issues ; Absence of suitable sampling frames ; Target population ; Migration research ; Internally displaced persons ; Social networking sites ; Internet survey ; Data collection ; Transnational human mobility ; bic Book Industry Communication::J Society & social sciences::JF Society & culture: general::JFF Social issues & processes::JFFN Migration, immigration & emigration ; bic Book Industry Communication::J Society & social sciences::JP Politics & government::JPP Public administration
    Sprache: Englisch
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  • 5
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    European Language Grid (2022)
    Springer Nature | Springer International Publishing
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    Publikationsdatum: 2024-04-14
    Beschreibung: This open access book provides an in-depth description of the EU project European Language Grid (ELG). Its motivation lies in the fact that Europe is a multilingual society with 24 official European Union Member State languages and dozens of additional languages including regional and minority languages. The only meaningful way to enable multilingualism and to benefit from this rich linguistic heritage is through Language Technologies (LT) including Natural Language Processing (NLP), Natural Language Understanding (NLU), Speech Technologies and language-centric Artificial Intelligence (AI) applications. The European Language Grid provides a single umbrella platform for the European LT community, including research and industry, effectively functioning as a virtual home, marketplace, showroom, and deployment centre for all services, tools, resources, products and organisations active in the field. Today the ELG cloud platform already offers access to more than 13,000 language processing tools and language resources. It enables all stakeholders to deposit, upload and deploy their technologies and datasets. The platform also supports the long-term objective of establishing digital language equality in Europe by 2030 – to create a situation in which all European languages enjoy equal technological support. This is the very first book dedicated to Language Technology and NLP platforms. Cloud technology has only recently matured enough to make the development of a platform like ELG feasible on a larger scale. The book comprehensively describes the results of the ELG project. Following an introduction, the content is divided into four main parts: (I) ELG Cloud Platform; (II) ELG Inventory of Technologies and Resources; (III) ELG Community and Initiative; and (IV) ELG Open Calls and Pilot Projects.
    Schlagwort(e): Language technology platform ; Language processing platform ; LT platform ; NLP platform ; Language technology directory ; Language processing directory ; LT directory ; NLP directory ; Language technology repository ; Language processing repository ; LT repository ; NLP repository ; Language data repository ; 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::UB Information technology: general topics ; thema EDItEUR::U Computing and Information Technology::UY Computer science
    Sprache: Englisch
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  • 6
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    Anthropological Perspectives on Environmental Communication (2022)
    Springer Nature | Palgrave Macmillan
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    Publikationsdatum: 2022-03-16
    Beschreibung: In the continuous search for sustainability, the exchange of diverse perspectives, assumptions, and values is indispensable to environmental protection. Through anthropological and ethnographic analyses, this collection addresses how interests, values, and ideologies affect dialogue and sustainability work. Drawing on studies from three continents – Europe, North America, and South America – the paradoxes and the plurality of meanings associated with the creation of sustainable futures are explored. The book focuses on how communication practices collide with organizational frameworks, customary practices, livelihoods, and landscape. In so doing, the authors explore the meanings of environmental communication, pushing beyond environmental advocacy rhetoric to emphasize stronger anthropological engagement within communities to achieve more impactful environmental communication practice. Empirically the book’s chapters explore a diverse set of issues, ranging from coastal management in the European north to Native American place naming in Alaska. They further share findings from studies of contaminated land remediation in Sweden, conflicts over water resources in Chile, management of heritage and national parks in Northern Arizona, and cultural transmission in Slovakia. This is an open access book.
    Schlagwort(e): environmental communication ; sustainability ; local culture ; livelihoods ; place ; landscape ; applied anthropology ; applied ethnology ; material culture ; Open Access ; bic Book Industry Communication::J Society & social sciences::JH Sociology & anthropology::JHM Anthropology::JHMC Social & cultural anthropology, ethnography ; bic Book Industry Communication::J Society & social sciences::JH Sociology & anthropology::JHM Anthropology ; 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::J Society & social sciences::JF Society & culture: general::JFD Media studies
    Sprache: Englisch
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  • 7
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    Metalearning (2022)
    Springer Nature | Springer
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    Publikationsdatum: 2024-04-14
    Beschreibung: This open access book as one of the fastest-growing areas of research in machine learning, metalearning studies principled methods to obtain efficient models and solutions by adapting machine learning and data mining processes. This adaptation usually exploits information from past experience on other tasks and the adaptive processes can involve machine learning approaches. As a related area to metalearning and a hot topic currently, automated machine learning (AutoML) is concerned with automating the machine learning processes. Metalearning and AutoML can help AI learn to control the application of different learning methods and acquire new solutions faster without unnecessary interventions from the user. This book offers a comprehensive and thorough introduction to almost all aspects of metalearning and AutoML, covering the basic concepts and architecture, evaluation, datasets, hyperparameter optimization, ensembles and workflows, and also how this knowledge can be used to select, combine, compose, adapt and configure both algorithms and models to yield faster and better solutions to data mining and data science problems. It can thus help developers to develop systems that can improve themselves through experience. This book is a substantial update of the first edition published in 2009. It includes 18 chapters, more than twice as much as the previous version. This enabled the authors to cover the most relevant topics in more depth and incorporate the overview of recent research in the respective area. The book will be of interest to researchers and graduate students in the areas of machine learning, data mining, data science and artificial intelligence. ; Metalearning is the study of principled methods that exploit metaknowledge to obtain efficient models and solutions by adapting machine learning and data mining processes. While the variety of machine learning and data mining techniques now available can, in principle, provide good model solutions, a methodology is still needed to guide the search for the most appropriate model in an efficient way. Metalearning provides one such methodology that allows systems to become more effective through experience. This book discusses several approaches to obtaining knowledge concerning the performance of machine learning and data mining algorithms. It shows how this knowledge can be reused to select, combine, compose and adapt both algorithms and models to yield faster, more effective solutions to data mining problems. It can thus help developers improve their algorithms and also develop learning systems that can improve themselves. The book will be of interest to researchers and graduate students in the areas of machine learning, data mining and artificial intelligence.
    Schlagwort(e): Metalearning ; Automating Machine Learning (AutoML) ; Machine Learning ; Artificial Intelligence ; algorithm selection ; algorithm recommendation ; algorithm configuration ; hyperparameter optimization ; automating the workflow/pipeline design ; metalearning in ensemble construction ; metalearning in deep neural networks ; transfer learning ; algorithm recommendation for data streams ; automating data science ; Open Access ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; 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
    Sprache: Englisch
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  • 8
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    Figure (2022)
    Springer Nature | Palgrave Macmillan
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    Publikationsdatum: 2022-11-19
    Beschreibung: This open access book shows how figures, figuring, and configuration are used to understand complex, contemporary problems. Figures are images, numbers, diagrams, data and datasets, turns-of-phrase, and representations. Contributors reflect on the history of figures as they have transformed disciplines and fields of study, and how methods of figuring and configuring have been integral to practices of description, computation, creation, criticism and political action. They do this by following figures across fields of social science, medicine, art, literature, media, politics, philosophy, history, anthropology, and science and technology studies. Readers will encounter figures as various as Je Suis Charlie, #MeToo, social media personae, gardeners, asthmatic children, systems configuration management and cloud computing – all demonstrate the methodological utility and contemporary relevance of thinking with figures. This book serves as a critical guide to a world of figures and a creative invitation to “go figure!”
    Schlagwort(e): cultural theory and history ; STS ; figuration ; data ; breast cancer medicine ; digital media and culture ; art criticism ; design ; data selves ; surveillance ; urban studies ; interdisciplinary methodologies ; bic Book Industry Communication::J Society & social sciences::JH Sociology & anthropology::JHB Sociology ; bic Book Industry Communication::J Society & social sciences::JH Sociology & anthropology::JHM Anthropology ; bic Book Industry Communication::J Society & social sciences ; bic Book Industry Communication::J Society & social sciences::JF Society & culture: general::JFC Cultural studies ; bic Book Industry Communication::J Society & social sciences::JF Society & culture: general::JFD Media studies
    Sprache: Englisch
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  • 9
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    From Digital Twins to Digital Selves and Beyond (2022)
    Springer Nature | Springer International Publishing
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    Publikationsdatum: 2024-04-14
    Beschreibung: This open access book aims at deepening the understanding of the relation between cyber-physical systems (CPSs) as socio-technical systems and their digital representations with intertwined artificial intelligence (AI). The authors describe why it is crucial for digital selves to be able to develop emotional behavior and why a humanity-inspired AI is necessary so that humans and humanoids can coexist. The introductory chapter describes major milestones in computer science which form the basis for the implementation of digital twins and digital selves. The subsequent Part I then lays the foundation to develop a socio-technical understanding of the nature of digital twins as representations and trans-human development objects. Following the conceptual understanding of digital twins and how they could be engineered according to cognitive and organizational structures, Part II forms the groundwork for understanding social behavior and its modeling. It discusses various perception-based socio-emotional approaches before sketching behavior-relevant models and their simulation capabilities. In particular, it is shown how emotions can substantially influence the collective behavior of artificial actors. Part III eventually presents a symbiosis showing under which preconditions digital selves might construct and produce digital twins as integrated design elements in trans-human ecosystems. The chapters in this part are dedicated to opportunities and modes of co-creating reflective socio-trans-human systems based on digital twin models, exploring mutual control and continuous development. The final epilog is congenitally speculative in its nature by presenting thoughts on future developments of artificial life in computational substrates. The book is written for researchers and professionals in areas like cyber-physical systems, robotics, social simulation or systems engineering, interested to take a speculative look into the future of digital twins and autonomous agents. It also touches upon philosophical aspects of digital twins, digital selves and humanoids.
    Schlagwort(e): Trans-Humanism ; Digital Twins ; Digital Society ; Artificial Intelligence ; Transformative Change ; Cyber-Physical Systems ; Robotics ; thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics::UBJ Digital and information technologies: social and ethical aspects ; thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence ; thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THR Electrical engineering
    Sprache: Englisch
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  • 10
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    Muslim*innen- und Islamfeindlichkeit (2022)
    Springer Nature | Springer Fachmedien Wiesbaden
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    Publikationsdatum: 2022-10-15
    Beschreibung: Dieses Open-Access-Buch zeigt, dass feindliche Einstellungen gegenüber Muslim*innen oder als Muslim*innen markierten Menschen und gegenüber der Religion des Islams oftmals nur wenig differenziert betrachtet werden. Die mangelnde Trennschärfe zwischen Einstellungen gegenüber Menschen auf der einen und einer Religion auf der anderen Seite manifestiert sich etwa in Definitionen, in denen Islam und Muslim*innen in scheinbar untrennbarer Art und Weise zueinander konstruiert werden oder im Operationalisierungsprozess, wenn auf manifester Ebene Einstellungen gegenüber Muslim*innen erhoben werden, das Konstrukt jedoch als Islamfeindlichkeit bezeichnet wird. Diese Studie untersucht, (1) ob eine synonyme Verwendung der Begriffe gerechtfertigt ist oder ob sich empirisch nachweisen lässt, dass Islam- und Muslim*innenfeindlichkeit nicht identisch sind, (2) inwiefern Unterschiede im Ausmaß feindlicher Einstellungen gegenüber dem Islam und gegenüber Muslim*innen bestehen und (3) wie sich Deutungsrahmen der Befragten mit den Begriffen 'Islam' und 'Muslim*innen' voneinander unterscheiden. Die Zerlegung in seine Einzelteile ermöglicht es, das Phänomen in all seinen Dimensionen zu verstehen und wichtige theoretisch-konzeptionelle, methodologische und handlungspraktische Konsequenzen abzuleiten.
    Schlagwort(e): Muslim*innenfeindlichkeit ; Vorurteile ; Konflikt ; Migrationsgesellschaft ; Islamfeindlichkeit ; Religion ; bic Book Industry Communication::J Society & social sciences::JF Society & culture: general::JFF Social issues & processes::JFFN Migration, immigration & emigration ; bic Book Industry Communication::H Humanities::HR Religion & beliefs::HRH Islam ; bic Book Industry Communication::H Humanities::HR Religion & beliefs
    Sprache: Deutsch
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