ECAI 2023

ECAI 2023
Title ECAI 2023 PDF eBook
Author K. Gal
Publisher IOS Press
Pages 3328
Release 2023-10-18
Genre Computers
ISBN 164368437X

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Artificial intelligence, or AI, now affects the day-to-day life of almost everyone on the planet, and continues to be a perennial hot topic in the news. This book presents the proceedings of ECAI 2023, the 26th European Conference on Artificial Intelligence, and of PAIS 2023, the 12th Conference on Prestigious Applications of Intelligent Systems, held from 30 September to 4 October 2023 and on 3 October 2023 respectively in Kraków, Poland. Since 1974, ECAI has been the premier venue for presenting AI research in Europe, and this annual conference has become the place for researchers and practitioners of AI to discuss the latest trends and challenges in all subfields of AI, and to demonstrate innovative applications and uses of advanced AI technology. ECAI 2023 received 1896 submissions – a record number – of which 1691 were retained for review, ultimately resulting in an acceptance rate of 23%. The 390 papers included here, cover topics including machine learning, natural language processing, multi agent systems, and vision and knowledge representation and reasoning. PAIS 2023 received 17 submissions, of which 10 were accepted after a rigorous review process. Those 10 papers cover topics ranging from fostering better working environments, behavior modeling and citizen science to large language models and neuro-symbolic applications, and are also included here. Presenting a comprehensive overview of current research and developments in AI, the book will be of interest to all those working in the field.

Deterministic and Statistical Methods in Machine Learning

Deterministic and Statistical Methods in Machine Learning
Title Deterministic and Statistical Methods in Machine Learning PDF eBook
Author Joab Winkler
Publisher Springer Science & Business Media
Pages 347
Release 2005-10-11
Genre Computers
ISBN 3540290737

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This book consitutes the refereed proceedings of the First International Workshop on Machine Learning held in Sheffield, UK, in September 2004. The 19 revised full papers presented were carefully reviewed and selected for inclusion in the book. They address all current issues in the rapidly maturing field of machine learning that aims to provide practical methods for data discovery, categorisation and modelling. The particular focus of the workshop was advanced research methods in machine learning and statistical signal processing.

PRICAI 2021: Trends in Artificial Intelligence

PRICAI 2021: Trends in Artificial Intelligence
Title PRICAI 2021: Trends in Artificial Intelligence PDF eBook
Author Duc Nghia Pham
Publisher Springer Nature
Pages 628
Release 2021-11-01
Genre Computers
ISBN 3030893634

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This three-volume set, LNAI 13031, LNAI 13032, and LNAI 13033 constitutes the thoroughly refereed proceedings of the 18th Pacific Rim Conference on Artificial Intelligence, PRICAI 2021, held in Hanoi, Vietnam, in November 2021.The 93 full papers and 28 short papers presented in these volumes were carefully reviewed and selected from 382 submissions. PRICAI covers a wide range of topics in the areas of social and economic importance for countries in the Pacific Rim: artificial intelligence, machine learning, natural language processing, knowledge representation and reasoning, planning and scheduling, computer vision, distributed artificial intelligence, search methodologies, etc. Part II includes two thematic blocks: Natural Language Processing, followed by Neural Networks and Deep Learning.

Transactions on Computational Collective Intelligence XX

Transactions on Computational Collective Intelligence XX
Title Transactions on Computational Collective Intelligence XX PDF eBook
Author Ngoc Thanh Nguyen
Publisher Springer
Pages 269
Release 2016-01-05
Genre Computers
ISBN 3319275437

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These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the semantic Web, social networks, and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood as the form of intelligence that emerges from the collaboration and competition of many individuals (artificial and/or natural). The application of multiple computational intelligence technologies, such as fuzzy systems, evolutionary computation, neural systems, consensus theory, etc., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems. This twentieth issue contains 11 carefully selected and revised contributions.

Reasoning, Action and Interaction in AI Theories and Systems

Reasoning, Action and Interaction in AI Theories and Systems
Title Reasoning, Action and Interaction in AI Theories and Systems PDF eBook
Author Oliviero Stock
Publisher Springer Science & Business Media
Pages 352
Release 2006-09-04
Genre Computers
ISBN 3540379010

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The present book is a festschrift in honor of Luigia Carlucci Aiello. The 18 articles included are written by former students, friends, and international colleagues, who have cooperated with Luigia Carlucci Aiello, scientifically or in AI boards or committees. The contributions by reputed researchers span a wide range of AI topics and reflect the breadth and depth of Aiello's own work.

Intelligent Computing, Networking, and Informatics

Intelligent Computing, Networking, and Informatics
Title Intelligent Computing, Networking, and Informatics PDF eBook
Author Durga Prasad Mohapatra
Publisher Springer Science & Business Media
Pages 1314
Release 2013-12-17
Genre Technology & Engineering
ISBN 8132216652

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This book is composed of the Proceedings of the International Conference on Advanced Computing, Networking, and Informatics (ICACNI 2013), held at Central Institute of Technology, Raipur, Chhattisgarh, India during June 14–16, 2013. The book records current research articles in the domain of computing, networking, and informatics. The book presents original research articles, case-studies, as well as review articles in the said field of study with emphasis on their implementation and practical application. Researchers, academicians, practitioners, and industry policy makers around the globe have contributed towards formation of this book with their valuable research submissions.

Unsupervised Learning Algorithms

Unsupervised Learning Algorithms
Title Unsupervised Learning Algorithms PDF eBook
Author M. Emre Celebi
Publisher Springer
Pages 564
Release 2016-04-29
Genre Technology & Engineering
ISBN 3319242113

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This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, which can automatically discover interesting and useful patterns in such data, have gained popularity among researchers and practitioners. The authors outline how these algorithms have found numerous applications including pattern recognition, market basket analysis, web mining, social network analysis, information retrieval, recommender systems, market research, intrusion detection, and fraud detection. They present how the difficulty of developing theoretically sound approaches that are amenable to objective evaluation have resulted in the proposal of numerous unsupervised learning algorithms over the past half-century. The intended audience includes researchers and practitioners who are increasingly using unsupervised learning algorithms to analyze their data. Topics of interest include anomaly detection, clustering, feature extraction, and applications of unsupervised learning. Each chapter is contributed by a leading expert in the field.