Dr. Witold Pedrycz (IEEE Fellow, 1998) is Professor and Canada Research Chair (CRC) in computational intelligence in the Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada. In 2012 he was elected a fellow of the Royal Society of Canada. His main research directions involve computational intelligence, fuzzy modeling and granular computing, knowledge discovery and data science, pattern recognition, data science, knowledge-based neural networks, and control engineering. He is also an author of 18 research monographs and edited volumes covering various aspects of computational intelligence, data mining, and software engineering. Dr. Pedrycz is vigorously involved in editorial activities. He is the editor-in-chief of Information Sciences, editor-in-chief of WIREs Data Mining and Knowledge Discovery, and co-editor-in-chief of International Journal of Granular Computing, and Journal of Data Information and Management. He serves on the advisory board of IEEE Transactions on Fuzzy Systems.
Télécharger le livre :  12th International Conference on Theory and Application of Soft Computing, Computing with Words and Perception and Artificial Intelligence - ICSCCW-2024

The general scope of the book covers theoretical trends and practical aspects of soft computing and AI such as decision making under imperfect information, intelligent control, data mining, deep learning, uncertain computation, natural language processing and others....
Editeur : Springer
Parution : 2025-09-26

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210,99

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Télécharger le livre :  Emerging Fuzzy Intelligent Systems for Smart Healthcare Management

Emerging Fuzzy Intelligent Systems for Smart Healthcare Management: Applications of Disc q-Rung Orthopair Fuzzy Sets presents comprehensive methodological frameworks and the latest empirical research findings concerning disc q-rung orthopair fuzzy operators, with a...
Editeur : Academic Press
Parution : 2025-04-10

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177,23

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Télécharger le livre :  International Conference on Smart Environment and Green Technologies – ICSEGT2024

This book compiles state-of-the-art studies and real-world applications in ecosystems and smart environments. It covers important subjects like creating a sustainable economy, green and renewable energy, and IoT-powered industrial and agricultural systems. Along with...
Editeur : Springer
Parution : 2025-01-04

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200,44

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Télécharger le livre :  International Conference on Smart Environment and Green Technologies – ICSEGT2024

This book compiles state-of-the-art studies and real-world applications in ecosystems and smart environments. It covers important subjects like creating a sustainable economy, green and renewable energy, and IoT-powered industrial and agricultural systems. Along with...
Editeur : Springer
Parution : 2024-12-29

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220,49

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Télécharger le livre :  Artificial Intelligence in Prescriptive Analytics

Considering the advances of the different approaches and applications in the last years, and even in the last months, this is a particular moment in history to transform every data-driven decision-making process with the power of Artificial Intelligence (AI). This book...
Editeur : Springer
Parution : 2024-09-21

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242,64

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Télécharger le livre :  Machine Learning and Granular Computing: A Synergistic Design Environment

This volume provides the reader with a comprehensive and up-to-date treatise positioned at the junction of the areas of Machine Learning (ML) and Granular Computing (GrC). ML offers a wealth of architectures and learning methods. Granular Computing addresses useful...
Editeur : Springer
Parution : 2024-09-21

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242,64

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Télécharger le livre :  Decision-Making Models

Decision Making Models: A Perspective of Fuzzy Logic and Machine Learning presents the latest developments in the field of uncertain mathematics and decision science. The book aims to deliver a systematic exposure to soft computing techniques in fuzzy mathematics as...
Editeur : Academic Press
Parution : 2024-07-24

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137,15

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Télécharger le livre :  Recent Advancements in Multi-View Data Analytics

This book provides timely studies on multi-view facets of data analytics by covering recent trends in processing and reasoning about data originating from an array of local sources. A multi-view nature of data analytics is encountered when working with a variety of...
Editeur : Springer
Parution : 2022-05-20
Collection : Studies in Big Data
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168,79

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Télécharger le livre :  Developments in Advanced Control and Intelligent Automation for Complex Systems

This book discusses the developments in the advanced control and intelligent automation for complex systems completed over the last two decades, including the progress in advanced control theory and method, intelligent control and decision-making of complex...
Editeur : Springer
Parution : 2021-03-26

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168,79

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Télécharger le livre :  Soft Numerical Computing in Uncertain Dynamic Systems

Soft Numerical Computing in Uncertain Dynamic Systems is intended for system specialists interested in dynamic systems that operate at different time scales. The book discusses several types of errors and their propagation, covering numerical methods—including...
Editeur : Academic Press
Parution : 2020-08-19

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138,20

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Télécharger le livre :  An Introduction to Computing with Fuzzy Sets

This book provides concise yet thorough coverage of the fundamentals and technology of fuzzy sets. Readers will find a lucid and systematic introduction to the essential concepts of fuzzy set-based information granules, their processing and detailed algorithms. Timely...
Editeur : Springer
Parution : 2020-08-11

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94,94

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Télécharger le livre :  Multicriteria Decision-Making Under Conditions of Uncertainty

A guide to the various models and methods to multicriteria decision-making in conditions of uncertainty presented in a systematic approach Multicriteria Decision-Making under Conditions of Uncertainty presents approaches that help to answer the fundamental questions at...
Editeur : Wiley
Parution : 2019-11-07

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138,15

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Télécharger le livre :  Pattern Recognition

A new approach to the issue of data quality in pattern recognition Detailing foundational concepts before introducing more complex methodologies and algorithms, this book is a self-contained manual for advanced data analysis and data mining. Top-down organization...
Editeur : Wiley
Parution : 2018-02-09
Collection : Wiley Series on Methods and Applications in Data Mining
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128,66

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Télécharger le livre :  Data Science and Big Data: An Environment of Computational Intelligence

This book presents a comprehensive and up-to-date treatise of a range of methodological and algorithmic issues. It also discusses implementations and case studies, identifies the best design practices, and assesses data analytics business models and practices in...
Editeur : Springer
Parution : 2017-03-21
Collection : Studies in Big Data
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168,79

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Télécharger le livre :  Springer Handbook of Computational Intelligence

The Springer Handbook for Computational Intelligence is the first book covering the basics, the state-of-the-art and important applications of the dynamic and rapidly expanding discipline of computational intelligence. This comprehensive handbook makes readers familiar...
Editeur : Springer
Parution : 2015-05-28

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336,54

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Télécharger le livre :  Granular Computing and Decision-Making

This volume is devoted to interactive and iterative processes of decision-making– I2 Fuzzy Decision Making, in brief. Decision-making is inherently interactive. Fuzzy sets help realize human-machine communication in an efficient way by facilitating a two-way interaction...
Editeur : Springer
Parution : 2015-04-21
Collection : Studies in Big Data
Format(s) : PDF
94,94

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Télécharger le livre :  Information Granularity, Big Data, and Computational Intelligence

The recent pursuits emerging in the realm of big data processing, interpretation, collection and organization have emerged in numerous sectors including business, industry and government organizations. Data sets such as customer transactions for a mega-retailer,...
Editeur : Springer
Parution : 2014-07-14
Collection : Studies in Big Data
Format(s) : ePub
94,94

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Télécharger le livre :  Data Analysis and Pattern Recognition in Multiple Databases

Pattern recognition in data is a well known classical problem that falls under the ambit of data analysis. As we need to handle different data, the nature of patterns, their recognition and the types of data analyses are bound to change. Since the number of data...
Editeur : Springer
Parution : 2013-12-09

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94,94

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Télécharger le livre :  ECG Signal Processing, Classification and Interpretation

The book shows how the various paradigms of computational intelligence, employed either singly or in combination, can produce an effective structure for obtaining often vital information from ECG signals.The text is self-contained, addressing concepts, methodology,...
Editeur : Springer
Parution : 2011-09-18

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94,94

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Télécharger le livre :  Fuzzy Multicriteria Decision-Making

Fuzzy Multicriteria Decision-Making: Models, Algorithms and Applications addresses theoretical and practical gaps in considering uncertainty and multicriteria factors encountered in the design, planning, and control of complex systems. Including all prerequisite...
Editeur : Wiley
Parution : 2010-10-28

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142,37

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