2018 IEEE ACM International Workshop on Software Fairness (FairWare)

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Publisher :
ISBN 13 : 9781538662571
Total Pages : pages
Book Rating : 4.6/5 (625 download)

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Book Synopsis 2018 IEEE ACM International Workshop on Software Fairness (FairWare) by : IEEE Staff

Download or read book 2018 IEEE ACM International Workshop on Software Fairness (FairWare) written by IEEE Staff and published by . This book was released on 2018-05-29 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: ICSE is the premier forum for researchers to present and discuss the most recent innovations, trends, outcomes, experiences, and challenges in the field of software engineering The scope is broad and includes all original and unpublished results of empirical, conceptual, experimental, and theoretical software engineering research

Security Protocols XXVII

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Publisher : Springer Nature
ISBN 13 : 3030570436
Total Pages : 313 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Security Protocols XXVII by : Jonathan Anderson

Download or read book Security Protocols XXVII written by Jonathan Anderson and published by Springer Nature. This book was released on 2020-08-20 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume LNCS 12287 constitutes the proceedings of the 27th International Workshop on Security Protocols, held in Cambridge, UK, in April 2019. The volume consists of 16 thoroughly revised invited papers presented together with the respective transcripts of discussions. The theme of this year's workshop was “Security Protocols for Humans" The topics covered included Designing for Humans and Understanding Humans, Human Limitations in Security, Secure sharing and collaboration and much more.

Machine Learning and Principles and Practice of Knowledge Discovery in Databases

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Publisher : Springer Nature
ISBN 13 : 3030937364
Total Pages : 895 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Machine Learning and Principles and Practice of Knowledge Discovery in Databases by : Michael Kamp

Download or read book Machine Learning and Principles and Practice of Knowledge Discovery in Databases written by Michael Kamp and published by Springer Nature. This book was released on 2022-02-17 with total page 895 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2021. Due to the COVID-19 pandemic the conference and workshops were held online. The 104 papers were thoroughly reviewed and selected from 180 papers submited for the workshops. This two-volume set includes the proceedings of the following workshops:Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence (AIMLAI 2021)Workshop on Parallel, Distributed and Federated Learning (PDFL 2021)Workshop on Graph Embedding and Mining (GEM 2021)Workshop on Machine Learning for Irregular Time-series (ML4ITS 2021)Workshop on IoT, Edge, and Mobile for Embedded Machine Learning (ITEM 2021)Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2021)Workshop on Bias and Fairness in AI (BIAS 2021)Workshop on Workshop on Active Inference (IWAI 2021)Workshop on Machine Learning for Cybersecurity (MLCS 2021)Workshop on Machine Learning in Software Engineering (MLiSE 2021)Workshop on MIning Data for financial applications (MIDAS 2021)Sixth Workshop on Data Science for Social Good (SoGood 2021)Workshop on Machine Learning for Pharma and Healthcare Applications (PharML 2021)Second Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning (EDML 2020)Workshop on Machine Learning for Buildings Energy Management (MLBEM 2021)

Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges

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Publisher : Springer Nature
ISBN 13 : 3031376609
Total Pages : 723 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges by : Jean-Jacques Rousseau

Download or read book Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges written by Jean-Jacques Rousseau and published by Springer Nature. This book was released on 2023-07-29 with total page 723 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 4-volumes set constitutes the proceedings of the ICPR 2022 Workshops of the 26th International Conference on Pattern Recognition Workshops, ICPR 2022, Montreal, QC, Canada, August 2023. The 167 full papers presented in these 4 volumes were carefully reviewed and selected from numerous submissions. ICPR workshops covered domains related to pattern recognition, artificial intelligence, computer vision, image and sound analysis. Workshops’ contributions reflected the most recent applications related to healthcare, biometrics, ethics, multimodality, cultural heritage, imagery, affective computing, etc.

Artificial Intelligence in HCI

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Publisher : Springer Nature
ISBN 13 : 3031358910
Total Pages : 683 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Artificial Intelligence in HCI by : Helmut Degen

Download or read book Artificial Intelligence in HCI written by Helmut Degen and published by Springer Nature. This book was released on 2023-07-08 with total page 683 pages. Available in PDF, EPUB and Kindle. Book excerpt: This double volume book set constitutes the refereed proceedings of 4th International Conference, AI-HCI 2023, held as part of the 25th International Conference, HCI International 2023, which was held virtually in Copenhagen, Denmark in July 2023. The total of 1578 papers and 396 posters included in the HCII 2023 proceedings was carefully reviewed and selected from 7472 submissions. The first volume focuses on topics related to Human-Centered Artificial Intelligence, explainability, transparency and trustworthiness, ethics and fairness, as well as AI-supported user experience design. The second volume focuses on topics related to AI for language, text, and speech-related tasks, human-AI collaboration, AI for decision-support and perception analysis, and innovations in AI-enabled systems.

Artificial Intelligence in Earth Science

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Publisher : Elsevier
ISBN 13 : 0323972160
Total Pages : 430 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Artificial Intelligence in Earth Science by : Ziheng Sun

Download or read book Artificial Intelligence in Earth Science written by Ziheng Sun and published by Elsevier. This book was released on 2023-04-27 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in Earth Science: Best Practices and Fundamental Challenges provides a comprehensive, step-by-step guide to AI workflows for solving problems in Earth Science. The book focuses on the most challenging problems in applying AI in Earth system sciences, such as training data preparation, model selection, hyperparameter tuning, model structure optimization, spatiotemporal generalization, transforming model results into products, and explaining trained models. In addition, it provides full-stack workflow tutorials to help walk readers through the whole process, regardless of previous AI experience. The book tackles the complexity of Earth system problems in AI engineering, fully guiding geoscientists who are planning to implement AI in their daily work. Provides practical, step-by-step guides for Earth Scientists who are interested in implementing AI techniques in their work Features case studies to show real-world examples of techniques described in the book Includes additional elements to help readers who are new to AI, including end-of-chapter, key concept bulleted lists that concisely cover key concepts in the chapter

Modeling Decisions for Artificial Intelligence

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Publisher : Springer Nature
ISBN 13 : 3031134486
Total Pages : 214 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Modeling Decisions for Artificial Intelligence by : Vicenç Torra

Download or read book Modeling Decisions for Artificial Intelligence written by Vicenç Torra and published by Springer Nature. This book was released on 2022-08-23 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 19th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2022, held in Sant Cugat, Spain, during August - September 2022. The 16 papers presented in this volume were carefully reviewed and selected from 41 submissions. The papers discuss different facets of decision processes in a broad sense and present research in data science, machine learning, data privacy, aggregation functions, human decision-making, graphs and social networks, and recommendation and search. They were organized in topical sections as follows: Decision making and uncertainty; Data privacy; Machine Learning and data science.

Advances in Knowledge Discovery and Data Mining

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Publisher : Springer Nature
ISBN 13 : 303075765X
Total Pages : 794 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Advances in Knowledge Discovery and Data Mining by : Kamal Karlapalem

Download or read book Advances in Knowledge Discovery and Data Mining written by Kamal Karlapalem and published by Springer Nature. This book was released on 2021-05-07 with total page 794 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021. The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions. They were organized in topical sections as follows: Part I: Applications of knowledge discovery and data mining of specialized data; Part II: Classical data mining; data mining theory and principles; recommender systems; and text analytics; Part III: Representation learning and embedding, and learning from data.

Artificial Neural Networks in Pattern Recognition

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Publisher : Springer Nature
ISBN 13 : 3031206509
Total Pages : 213 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Artificial Neural Networks in Pattern Recognition by : Neamat El Gayar

Download or read book Artificial Neural Networks in Pattern Recognition written by Neamat El Gayar and published by Springer Nature. This book was released on 2022-11-10 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2022, held in Dubai, UAE, in November 2022. The 16 revised full papers presented were carefully reviewed and selected from 24 submissions. The conference presents papers on subject such as pattern recognition and machine learning based on artificial neural networks.

The 2021 Yearbook of the Digital Ethics Lab

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Publisher : Springer Nature
ISBN 13 : 3031098463
Total Pages : 290 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis The 2021 Yearbook of the Digital Ethics Lab by : Jakob Mökander

Download or read book The 2021 Yearbook of the Digital Ethics Lab written by Jakob Mökander and published by Springer Nature. This book was released on 2022-11-07 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This annual edited volume explores a wide range of topics in digital ethics and governance. Included are chapters that: analyze the opportunities and ethical challenges posed by digital innovation; delineate new approaches to solve them; and offer concrete guidance on how to govern emerging technologies. The contributors are all members of the Digital Ethics Lab (the DELab) at the Oxford Internet Institute, a research environment that draws on a wide range of academic traditions. Collectively, the chapters of this book illustrate how the field of digital ethics - whether understood as an academic discipline or an area of practice - is undergoing a process of maturation. Most importantly, the focus of the discourse concerning how to design and use digital technologies is increasingly shifting from ‘soft ethics’ to ‘hard governance’. Then, there is the trend in the ongoing shift from ‘what’ to ‘how’, whereby abstract or ad-hoc approaches to AI governance are giving way to more concrete and systematic solutions. The maturation of the field of digital ethics has, as this book attempts to show, been both accelerated and illustrated by a series of recent events. This text thereby takes an important step towards defining and implementing feasible and effective approaches to digital governance. It appeals to students, researchers and professionals in the field.

Requirements Engineering: Foundation for Software Quality

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Publisher : Springer Nature
ISBN 13 : 3030731286
Total Pages : 241 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Requirements Engineering: Foundation for Software Quality by : Fabiano Dalpiaz

Download or read book Requirements Engineering: Foundation for Software Quality written by Fabiano Dalpiaz and published by Springer Nature. This book was released on 2021-04-01 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 27th International Working Conference on Requirements Engineering - Foundation for Software Quality, REFSQ 2021, which was due to be held in Essen, Germany, in April 2021. Due to the COVID-19 pandemic the conference was held virtually in April 2021. The special focus of this year`s REFSQ 2021 conference are contributions emphasizing the importance of human values, such as privacy and fairness, when designing software-intensive systems as well as the challenges that intelligent and autonomous systems pose due to the tight interplay with humans.

Computer Vision – ECCV 2022

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Publisher : Springer Nature
ISBN 13 : 303119778X
Total Pages : 804 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Computer Vision – ECCV 2022 by : Shai Avidan

Download or read book Computer Vision – ECCV 2022 written by Shai Avidan and published by Springer Nature. This book was released on 2022-11-02 with total page 804 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 39-volume set, comprising the LNCS books 13661 until 13699, constitutes the refereed proceedings of the 17th European Conference on Computer Vision, ECCV 2022, held in Tel Aviv, Israel, during October 23–27, 2022. The 1645 papers presented in these proceedings were carefully reviewed and selected from a total of 5804 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.

Ethical Machine Learning and Artificial Intelligence (AI)

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Publisher : Frontiers Media SA
ISBN 13 : 2889712826
Total Pages : 85 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Ethical Machine Learning and Artificial Intelligence (AI) by : Novi Quadrianto

Download or read book Ethical Machine Learning and Artificial Intelligence (AI) written by Novi Quadrianto and published by Frontiers Media SA. This book was released on 2021-12-02 with total page 85 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Machine Learning and Knowledge Discovery in Databases: Research Track

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Publisher : Springer Nature
ISBN 13 : 3031434153
Total Pages : 758 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Machine Learning and Knowledge Discovery in Databases: Research Track by : Danai Koutra

Download or read book Machine Learning and Knowledge Discovery in Databases: Research Track written by Danai Koutra and published by Springer Nature. This book was released on 2023-09-16 with total page 758 pages. Available in PDF, EPUB and Kindle. Book excerpt: The multi-volume set LNAI 14169 until 14175 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2023, which took place in Turin, Italy, in September 2023. The 196 papers were selected from the 829 submissions for the Research Track, and 58 papers were selected from the 239 submissions for the Applied Data Science Track. The volumes are organized in topical sections as follows: Part I: Active Learning; Adversarial Machine Learning; Anomaly Detection; Applications; Bayesian Methods; Causality; Clustering. Part II: ​Computer Vision; Deep Learning; Fairness; Federated Learning; Few-shot learning; Generative Models; Graph Contrastive Learning. Part III: ​Graph Neural Networks; Graphs; Interpretability; Knowledge Graphs; Large-scale Learning. Part IV: ​Natural Language Processing; Neuro/Symbolic Learning; Optimization; Recommender Systems; Reinforcement Learning; Representation Learning. Part V: ​Robustness; Time Series; Transfer and Multitask Learning. Part VI: ​Applied Machine Learning; Computational Social Sciences; Finance; Hardware and Systems; Healthcare & Bioinformatics; Human-Computer Interaction; Recommendation and Information Retrieval. ​Part VII: Sustainability, Climate, and Environment.- Transportation & Urban Planning.- Demo.

Deep Learning

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Publisher : Elsevier
ISBN 13 : 0443184313
Total Pages : 270 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Deep Learning by :

Download or read book Deep Learning written by and published by Elsevier. This book was released on 2023-02-28 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep Learning, Volume 48 in the Handbook of Statistics series, highlights new advances in the field, with this new volume presenting interesting chapters on a variety of timely topics, including Generative Adversarial Networks for Biometric Synthesis, Data Science and Pattern Recognition, Facial Data Analysis, Deep Learning in Electronics, Pattern Recognition, Computer Vision and Image Processing, Mechanical Systems, Crop Technology and Weather, Manipulating Faces for Identity Theft via Morphing and Deepfake, Biomedical Engineering, and more. Provides the authority and expertise of leading contributors from an international board of authors Presents the latest release in the Handbook of Statistics series Includes the latest information on Deep Learning

Data Fusion Techniques and Applications for Smart Healthcare

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Publisher : Elsevier
ISBN 13 : 0443132348
Total Pages : 444 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Data Fusion Techniques and Applications for Smart Healthcare by : Amit Kumar Singh

Download or read book Data Fusion Techniques and Applications for Smart Healthcare written by Amit Kumar Singh and published by Elsevier. This book was released on 2024-03-29 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medical data exists in several formats, from structured data and medical reports to 1D signals, 2D images, 3D volumes, or even higher dimensional data such as temporal 3D sequences. Healthcare experts can make auscultation reports in text format; electrocardiograms can be printed in time series format, x-rays saved as images; volume can be provided through angiography; temporal information by echocardiograms, and 4D information extracted through flow MRI. Another typical source of variability is the existence of data from different time points, such as pre and post treatment, for instance. These large and highly diverse amounts of information need to be organized and mined in an appropriate way so that meaningful information can be extracted. New multimodal data fusion techniques are able to combine salient information into one single source to ensure better diagnostic accuracy and assessment. Data Fusion Techniques and Applications for Smart Healthcare covers cutting-edge research from both academia and industry with a particular emphasis on recent advances in algorithms and applications that involve combining multiple sources of medical information. This book can be used as a reference for practicing engineers, scientists, and researchers. It will also be useful for graduate students and practitioners from government and industry as well as healthcare technology professionals working on state-of-the-art information fusion solutions for healthcare applications. Presents broad coverage of applied case studies using data fusion techniques to mine, organize, and interpret medical data Investigates how data fusion techniques offer a new solution for dealing with massive amounts of medical data coming from diverse sources and multiple formats Focuses on identifying challenges, solutions, and new directions that will be useful for graduate students, researchers, and practitioners from government, academia, industry, and healthcare

Missing links in AI governance

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Publisher : UNESCO Publishing
ISBN 13 : 9231005790
Total Pages : 356 pages
Book Rating : 4.2/5 (31 download)

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Book Synopsis Missing links in AI governance by : Mila – Quebec Artificial Intelligence Institute

Download or read book Missing links in AI governance written by Mila – Quebec Artificial Intelligence Institute and published by UNESCO Publishing. This book was released on 2023-03-21 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: