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Former CiSE EICs Reflect on the Magazines 20th Anniversary (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: Former CiSE EICs reflect on the magazine’s 20th anniversary.

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Thema: Informatik , Allgemeine Naturwissenschaft , Technik allgemein

Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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The Rise of JavaScript (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: In this special issue of CiSE, we focus on a small sample of libraries and tools written in JavaScript that might interest scientists and engineers. Our goal is, of course, not to be exhaustive nor representative—given the huge and rapidly expanding field—but to spark the readers curiosity and show how certain tasks are remarkably easy in JavaScript.

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Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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General-Purpose Computation on GPUs in the Browser Using gpu.js (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: gpu.js is a client-side general-purpose computing on graphics processing units (GPGPU) library for the browser written entirely in JavaScript. Unlike some of the earlier implementations of client-side GPGPU, gpu.js does not require browser support through an explicit GPGPU API or an installation of a custom native runtime browser extension to enable such support. This allows the library to run on all modern platforms, including on mobile devices such as smartphones. It achieves this by using the already widely adopted Web Graphics Library graphics API in a manner that it is not designed for by making use of JavaScript-to-Open GL Shading Language transpilation. The library abstracts away all the unnecessary implementation details of awkwardly performing GPGPU on a graphics API and, at the same time, provides an API that was designed specifically for GPGPU.

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Toy Vision-Guided 3D Robotic Arm in JavaScript (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: Modern JavaScript has the power to access the capabilities of the underlying architecture in a simple and portable manner and without installing third-party libraries. A one-page web application was built that connects to the camera, processes the video stream, extracts images, and detects motion. The detected motion is then used to control a 3D robotic arm rendered using webGL within the same page. Although the scope of this paper is purely didactic, the framework can easily be extended and used in a classroom setting for experimentation with different vision algorithms.

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Fast Physics on the Web Using C++, JavaScript, and Emscripten (2018)

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Publikationsdatum: 2018-02-17

Beschreibung: The web is now capable of running computationally intensive code at near-native speed, enabling new types of content such as physics simulations to be easily shared online. In this article, the author shows how to do just that by writing code in C++ and compiling it to the web with the open-source Emscripten tool, which generates asm.js, a fast subset of JavaScript that runs in all web browsers.

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Autonomous Wireless Lake Monitoring (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: Underwater sensor networks (USNs) are an emerging research field, with applications ranging from military to environment monitoring. The authors present an innovative USN application: autonomous wireless lake monitoring. Such technology can be applied to monitor lakes, especially for limnology, where scientists determine water quality by measuring environmental variables such as temperature, pH, and dissolved oxygen. This application, which can collect and analyze those physical quantities in near real time, could help improve quality of life for humans and prevent ecodisasters.

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Front Cover (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: In this special issue of CiSE, we focus on a small sample of libraries and tools written in JavaScript that might interest scientists and engineers. Our goal is to spark the readers curiosity and show how certain tasks are remarkably easy in JavaScript. In particular, we cover the following tasks: compiling C/C++ code to JavaScript using Emscripten; performing symbolic math; programming the GPU; experimenting with a camera and machine vision; and creating complex interfaces.

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Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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Data-Driven Molecular Engineering of Solar-Powered Windows (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: A new initiative in data science is using the Mira and Theta supercomputers at the US Department of Energy’s Argonne National Laboratory to discover new dye materials suitable for dye-sensitized solar cells. This project aims to develop a new material-by-design methodology by using natural language processing, machine learning, and data mining in conjunction with large-scale simulation and experiments. This synergistic computational and experimental science approach will enable the discovery of new light-absorbing dye molecules, which are needed for the development of solar-powered windows that have the potential to power buildings in an entirely energy-sustainable fashion.

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Lexicon Visualization Library and JavaScript for Scientific Data Visualization (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: It’s becoming increasingly challenging to efficiently visualize and extract useful insight from complex and big data sets. JavaScript stands out as a suitable programming choice that offers mature libraries, easy implementation, and extensive customization, all of which stay in the shadow of new and rapid developments in the language. To illustrate the use of JavaScript in a scientific context, this article elaborates on Lexicon, a collection of JavaScript libraries for generating interactive visualizations in bioinformatics and other custom libraries.

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Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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Graph-Based Techniques for Visual Analytics of Scientific Data Sets (2018)

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Publikationsdatum: 2018-02-17

Beschreibung: Transforming generic and powerful visual means into a visual interface for navigating and exploring scientific data sets requires a fully integrated pipeline of data transformation, representation, and visual mapping. This article presents TransGraph for time-varying data visualization and FlowGraph for flow field exploration. Both graph designs are hierarchical, enabling level-of-detail exploration of large scientific data in an adaptive manner.

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Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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The Consciences of Robot Warriors (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: It’s not a stretch to compare a soldier’s orders to the program that governs today’s autonomous drones. In those circumstances, the programmer and the person who authorized the program are responsible and culpable in the event of a bug that causes a war crime.

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TMSCS ad (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: Prospective authors are requested to submit new, unpublished manuscripts for inclusion in the upcoming event described in this call for papers.

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Thema: Informatik , Allgemeine Naturwissenschaft , Technik allgemein

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IEEE Computer Society Information (2018)

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Publikationsdatum: 2018-02-17

Beschreibung: Provides a listing of current committee members and society officers.

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How Do We Create More Equitable, Diverse, and Inclusive Organizations, and Why Does it Matter? A White Male’s Perspective (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: Diversity and inclusion must be personally meaningful so that they continue to be on our minds in everything we do long after diversity training has ended. When we create deep connections, we build community and inspire others to follow suit, gently but boldly leading a wave of change throughout our organizations. This is how we make computational science more equitable, diverse, and inclusive.

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Domain-Specific Languages in Scientific Computing (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: If you have been following developments in software engineering in recent years, you have probably noticed that the term DSL (domain-specific language) has become a minor buzzword in that field. You may have concluded that this is a hot new idea that is certainly not ready for application in real life. But, as I will show in this article, computational scientists (and others) have been using DSLs for decades. What is new is not DSLs per se, but the name and the attention given to them.

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Table of contents (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: Presents the table of contents for this issue of this publication.

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Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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From Experts Guiding Data to Data Guiding Solutions (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: Data is the prime mover of computational analysis and the central actor in Machine Learning by Ethem Alpaydin, a 2016 book in the MIT Press Essential Knowledge Series.

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Math.Js: An Advanced Mathematics Library For JavaScript (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: Math.js is a JavaScript library that brings advanced mathematics to the web browser and server. The case study in this article demonstrates its flexibility by extending the library using custom functions to solve and optimize a rocket trajectory. Several benchmark comparisons with other JavaScript libraries and state-of-the-art mathematics software are presented, and the current challenges facing math.js, including performance and size, are discussed.

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TSUSC ad (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-02-17

Beschreibung: Prospective authors are requested to submit new, unpublished manuscripts for inclusion in the upcoming event described in this call for papers.

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Masthead (2018)

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In: Computing in Science and Engineering

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Publikationsdatum: 2018-03-16

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Thema: Informatik , Allgemeine Naturwissenschaft , Technik allgemein

Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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Membership House Ad (2018)

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Publikationsdatum: 2018-03-16

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Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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Front Cover (2018)

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Publikationsdatum: 2018-03-16

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Thema: Informatik , Allgemeine Naturwissenschaft , Technik allgemein

Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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Understanding the Research Publication Process (2018)

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Publikationsdatum: 2018-03-16

Beschreibung: The process of getting research results accepted to an established magazine or journal can be stressful. CiSE Editor in Chief Jim Chen shares his experiences with the manuscript review process, with the goal of increasing readers and potential authors understanding.

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Table of Contents (2018)

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Publikationsdatum: 2018-03-16

Beschreibung: The study of intelligent information processing seeks to establish theories, algorithms, and systematic methods and technology for dealing with complex system information and its uncertainty. This issue highlights four aspects of intelligent information processing: multicriteria decision-making, image processing and classification, intelligent transportation, and energy management.

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Information Aggregation of Hesitant Fuzzy Interval Sets for Multicriteria Decision-Making (2018)

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Publikationsdatum: 2018-03-16

Beschreibung: Interval sets and hesitant fuzzy sets capture two types of hesitant situations and provide novel expression formats for decision makers. The authors propose a new hesitant fuzzy interval set and explore its information aggregation for multicriteria decision-making. An example is presented to elaborate on the performance of the approach.

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2017 Reviewer Thanks (2018)

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Publikationsdatum: 2018-03-16

Beschreibung: We deeply appreciate the efforts of everyone who reviewed the many articles submitted to CiSE last year-the peer review process helps maintain the magazines revered quality. All of us in the computational science community owe gratitude to people who participate in this crucial service. Readers who would like to contribute as reviewers can visit www.computer.org/web/peer-review/magazines to find out how they can get involved.

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Multiagent-Based Coordination Consensus Algorithm for State-of-Charge Balance of Energy Storage Unit (2018)

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Publikationsdatum: 2018-03-16

Beschreibung: A multiagent-based coordination consensus algorithm was designed to simultaneously meet state-of-charge consensus and DC bus voltage stability requirements. A distributed energy storage system model with four batteries was built in Matlab/Simulink, and local droop control was employed to achieve the proposed algorithm. A multiagent system and agent weak communication network were constructed in the JADE platform, and the effectiveness of the proposed algorithm was verified by Simulink and JADE interactive simulation. The effect of communication delay on the system was also analyzed.

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Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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Stepping up to Summit (2018)

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Publikationsdatum: 2018-03-16

Beschreibung: The Oak Ridge Leadership Computing Facilitys newest supercomputer, Summit, will supply five to ten times more computing power than current leadership-class systems. From facility enhancements to hardware procurement and application development, the project serves as a blueprint for advancing whats possible in scientific discovery.

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Software Engineering for Computational Science: Past, Present, Future (2018)

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Publikationsdatum: 2018-03-16

Beschreibung: Despite the increasing importance of in silico experiments to the scientific discovery process, state-of-the-art software engineering practices are rarely adopted in computational science. To understand the underlying causes for this situation and to identify ways to improve it, the authors conducted a literature survey on software engineering practices in computational science. They identified 13 recurring key characteristics of scientific software development that are the result of the nature of scientific challenges, the limitations of computers, and the cultural environment of scientific software development. Their findings allow them to point out shortcomings of existing approaches for bridging the gap between software engineering and computational science and to provide an outlook on promising research directions that could contribute to improving the current situation.

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Thema: Informatik , Allgemeine Naturwissenschaft , Technik allgemein

Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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Intelligent Information Processing (2018)

Institute of Electrical and Electronics Engineers (IEEE)

In: Computing in Science and Engineering

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Publikationsdatum: 2018-03-16

Beschreibung: The study of intelligent information processing seeks to establish theories, algorithms, and systematic methods and technology for dealing with complex system information and its uncertainty. This issue highlights four aspects of intelligent information processing: multicriteria decision-making, image processing and classification, intelligent transportation, and energy management.

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Thema: Informatik , Allgemeine Naturwissenschaft , Technik allgemein

Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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AIP Information (2018)

Institute of Electrical and Electronics Engineers (IEEE)

In: Computing in Science and Engineering

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Publikationsdatum: 2018-03-16

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Thema: Informatik , Allgemeine Naturwissenschaft , Technik allgemein

Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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Did Everybody Come? (2018)

Institute of Electrical and Electronics Engineers (IEEE)

In: Computing in Science and Engineering

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Publikationsdatum: 2018-03-16

Beschreibung: Clay Shirkys influential book Here Comes Everybody: The Power of Organizing Without Organizations explored the potential for Internet-based social networking to change society by making it easier for people to come together. This column evaluates that claim, concluding that Shirky might have overestimated how much people, campaigning aside, really do want to come together.

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Thema: Informatik , Allgemeine Naturwissenschaft , Technik allgemein

Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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Pythran: Crossing the Python Frontier (2018)

Institute of Electrical and Electronics Engineers (IEEE)

In: Computing in Science and Engineering

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Publikationsdatum: 2018-03-16

Beschreibung: Use of the Python language in scientific computing has always been characterized by the coexistence of interpreted Python code and compiled native code, written in languages like C or Fortran. This column takes a fresh look at the problem and introduces Pythran, a new optimization tool designed to efficiently handle unmodified Python code.

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Thema: Informatik , Allgemeine Naturwissenschaft , Technik allgemein

Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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Low-Dimensional Models for Traffic Data Processing Using Graph Fourier Transform (2018)

Institute of Electrical and Electronics Engineers (IEEE)

In: Computing in Science and Engineering

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Publikationsdatum: 2018-03-16

Beschreibung: The reliability of services offered by intelligent transportation systems is attributed to the accuracy and timely availability of road-network traffic information. However, in the present era of big data, compliance with anticipated service quality requirements mandates consistent real-time processing of big spatiotemporal traffic data. Thus, development of low-dimensional models is a crucial challenge in traffic data processing. The authors developed such representations using data graph framework and graph Fourier transform (GFT) approaches. Experimental results on California daily network traffic data showed that, even with a 15:1 compression ratio, GFT-based models offered less than 6 percent reconstruction error (RE), instigating a less than 2 percent increase in mean absolute percentage error of corresponding predictions. The authors also proposed a 3D graph framework, which reduced RE by almost 2 percent compared to its 2D counterpart.

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Thema: Informatik , Allgemeine Naturwissenschaft , Technik allgemein

Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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Multiperspective Image Stitching and Regularization via Hybrid Structure Warping (2018)

Institute of Electrical and Electronics Engineers (IEEE)

In: Computing in Science and Engineering

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Publikationsdatum: 2018-03-16

Beschreibung: Distortions such as shape changes, ghosting, seam lines, and missing edges often occur in multiperspective image stitching. The authors describe a content-preserving image stitching and completion method based on hybrid structure warping to restrain these distortions. Experiments showed that the proposed approach significantly reduced ghosting and distortion, and when compared to existing methods, displayed a superior visual effect.

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Thema: Informatik , Allgemeine Naturwissenschaft , Technik allgemein

Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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IEEE Computer Society Information (2018)

Institute of Electrical and Electronics Engineers (IEEE)

In: Computing in Science and Engineering

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Publikationsdatum: 2018-03-16

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Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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Multiple VLAD Encoding of CNNs for Image Classification (2018)

Institute of Electrical and Electronics Engineers (IEEE)

In: Computing in Science and Engineering

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Publikationsdatum: 2018-03-16

Beschreibung: Despite the effectiveness of convolutional neural networks (CNNs), especially for image classification tasks, the effect of convolution features on learned representations is still limited, mainly focusing on an images salient object but ignoring the variation information from clutter and local objects. The authors propose a multiple vector of locally aggregated descriptors (VLAD) encoding method with CNN features for image classification. To improve the VLAD coding methods performance, they explore the multiplicity of VLAD encoding with the extension of three encoding algorithms. Moreover, they equip the spatial pyramid patch (SPM) on VLAD encoding to add spatial information to CNN features. The addition of SPM, in particular, allows their proposed framework to yield better performance compared to the traditional method.

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Thema: Informatik , Allgemeine Naturwissenschaft , Technik allgemein

Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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myCS More to Love House Ad (2018)

Institute of Electrical and Electronics Engineers (IEEE)

In: Computing in Science and Engineering

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Publikationsdatum: 2018-03-16

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Thema: Informatik , Allgemeine Naturwissenschaft , Technik allgemein

Publiziert von Institute of Electrical and Electronics Engineers (IEEE) im Namen von The American Institute of Physics (AIP) and the IEEE Computer Society.

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