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Explainable Uncertain Rule-Based Fuzzy Systems, Third Edition

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Explainable Uncertain Rule-Based Fuzzy Systems, Third Edition

Explainable Uncertain Rule-Based Fuzzy Systems, Third Edition by Jerry M. Mendel
English | PDF EPUB (True) | 2024 | 598 Pages | ISBN : 3031353773 | 120.7 MB

The third edition of this textbook presents a further updated approach to fuzzy sets and systems that can model uncertainty — i.e., “type-2” fuzzy sets and systems. The author demonstrates how to overcome the limitations of classical fuzzy sets and systems, enabling a wide range of applications, from time-series forecasting to knowledge mining to classification to control and to explainable AI (XAI). This latest edition again begins by introducing classical (type-1) fuzzy sets and systems, and then explains how they can be modified to handle uncertainty, leading to type-2 fuzzy sets and systems. New material is included about how to obtain fuzzy set word models that are needed for XAI, similarity of fuzzy sets, a quantitative methodology that lets one explain in a simple way why the different kinds of fuzzy systems have the potential for performance improvements over each other, and new parameterizations of membership functions that have the potential for achieving even greater performance for all kinds of fuzzy systems. For hands-on experience, the book provides information on accessing MATLAB, Java, and Python software to complement the content. The book features a full suite of classroom material.

Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications

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Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications

Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications by Edwin Lughofer
English | PDF | 2011 | 467 Pages | ISBN : 3642180868 | 13.2 MB

In today’s real-world applications, there is an increasing demand of integrating new information and knowledge on-demand into model building processes to account for changing system dynamics, new operating conditions, varying human behaviors or environmental influences.

Lecture Notes in Computational Intelligence and Decision Making (Repost)

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Lecture Notes in Computational Intelligence and Decision Making (Repost)

Lecture Notes in Computational Intelligence and Decision Making: 2021 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence”, Proceedings by Sergii Babichev
English | EPUB | 2022 | 819 Pages | ISBN : 3030820130 | 110.6 MB

This book is devoted to current problems of artificial and computational intelligence including decision-making systems. Collecting, analysis, and processing information are the current directions of modern computer science. Development of new modern information and computer technologies for data analysis and processing in various fields of data mining and machine learning creates the conditions for increasing effectiveness of the information processing by both the decrease of time and the increase of accuracy of the data processing.
The book contains of 54 science papers which include the results of research concerning the current directions in the fields of data mining, machine learning, and decision making. The papers are divided in terms of their topic into three sections. The first section "Analysis and Modeling of Complex Systems and Processes" contains of 26 papers, and the second section "Theoretical and Applied Aspects of Decision-Making Systems" contains of 13 papers. There are 15 papers in the third section "Computational Intelligence and Inductive Modeling".

The book is focused to scientists and developers in the fields of data mining, machine learning and decision-making systems.

15th International Conference on Applications of Fuzzy Systems, Soft Computing and Artificial Intelligence Tools – ICAFS-2022

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15th International Conference on Applications of Fuzzy Systems, Soft Computing and Artificial Intelligence Tools – ICAFS-2022

15th International Conference on Applications of Fuzzy Systems, Soft Computing and Artificial Intelligence Tools – ICAFS-2022 by R. A. Aliev, J. Kacprzyk, W. Pedrycz, Mo. Jamshidi, M. B. Babanli, F. Sadikoglu
English | EPUB (True) | 2023 | 777 Pages | ISBN : 3031252519 | 61.6 MB

The general scope of the book covers diverse areas of fuzzy systems, soft computing, AI tools such as uncertain computation, decision-making under imperfect information, deep learning, and others. The topics of the papers include theory and application of Soft Computing, Neuro-Fuzzy Technology, Intelligent Control, Deep Learning-Machine Learning, Fuzzy Logic in Data Analytics, Evolutionary Computing, Fuzzy logic and Artificial Intelligence in Engineering, Social Sciences, Business, Economics, Material Sciences, and others.

15th International Conference on Applications of Fuzzy Systems, Soft Computing and Artificial Intelligence Tools – ICAFS-2022

Posted By: AvaxGenius
15th International Conference on Applications of Fuzzy Systems, Soft Computing and Artificial Intelligence Tools – ICAFS-2022

15th International Conference on Applications of Fuzzy Systems, Soft Computing and Artificial Intelligence Tools – ICAFS-2022 by R. A. Aliev, J. Kacprzyk, W. Pedrycz, Mo. Jamshidi, M. B. Babanli, F. Sadikoglu
English | PDF | 2023 | 777 Pages | ISBN : 3031252519 | 38.3 MB

The general scope of the book covers diverse areas of fuzzy systems, soft computing, AI tools such as uncertain computation, decision-making under imperfect information, deep learning, and others. The topics of the papers include theory and application of Soft Computing, Neuro-Fuzzy Technology, Intelligent Control, Deep Learning-Machine Learning, Fuzzy Logic in Data Analytics, Evolutionary Computing, Fuzzy logic and Artificial Intelligence in Engineering, Social Sciences, Business, Economics, Material Sciences, and others.

Lecture Notes in Computational Intelligence and Decision Making (Repost)

Posted By: AvaxGenius
Lecture Notes in Computational Intelligence and Decision Making (Repost)

Lecture Notes in Computational Intelligence and Decision Making: 2021 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence”, Proceedings by Sergii Babichev
English | EPUB | 2022 | 819 Pages | ISBN : 3030820130 | 110.6 MB

This book is devoted to current problems of artificial and computational intelligence including decision-making systems. Collecting, analysis, and processing information are the current directions of modern computer science. Development of new modern information and computer technologies for data analysis and processing in various fields of data mining and machine learning creates the conditions for increasing effectiveness of the information processing by both the decrease of time and the increase of accuracy of the data processing.

Lecture Notes in Computational Intelligence and Decision Making (Repost)

Posted By: AvaxGenius
Lecture Notes in Computational Intelligence and Decision Making (Repost)

Lecture Notes in Computational Intelligence and Decision Making: 2021 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence”, Proceedings by Sergii Babichev
English | PDF,EPUB | 2022 | 819 Pages | ISBN : 3030820130 | 221.9 MB

This book is devoted to current problems of artificial and computational intelligence including decision-making systems. Collecting, analysis, and processing information are the current directions of modern computer science. Development of new modern information and computer technologies for data analysis and processing in various fields of data mining and machine learning creates the conditions for increasing effectiveness of the information processing by both the decrease of time and the increase of accuracy of the data processing.

Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making

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Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making

Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making: 2022 International Scientific Conference "Intellectual Systems of Decision-Making and Problems of Computational Intelligence”, Proceedings by Sergii Babichev, Volodymyr Lytvynenko
English | PDF | 2022 (2023 Edition) | 734 Pages | ISBN : 3031162021 | 80.1 MB

This book contains of 39 scientific papers which include the results of research regarding the current directions in the fields of data mining, machine learning and decision-making. This book is devoted to current problems of artificial and computational intelligence including decision-making systems. Collecting, analysis and processing information are the current directions of modern computer science. Development of new modern information and computer technologies for data analysis and processing in various fields of data mining and machine learning create the conditions for increasing effectiveness of the information processing by both the decrease of time and the increase of accuracy of the data processing.

Lecture Notes in Computational Intelligence and Decision Making (Repost)

Posted By: AvaxGenius
Lecture Notes in Computational Intelligence and Decision Making (Repost)

Lecture Notes in Computational Intelligence and Decision Making: 2021 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence”, Proceedings by Sergii Babichev
English | EPUB | 2022 | 819 Pages | ISBN : 3030820130 | 110.6 MB

This book is devoted to current problems of artificial and computational intelligence including decision-making systems. Collecting, analysis, and processing information are the current directions of modern computer science. Development of new modern information and computer technologies for data analysis and processing in various fields of data mining and machine learning creates the conditions for increasing effectiveness of the information processing by both the decrease of time and the increase of accuracy of the data processing.

Advanced Fuzzy Systems Design and Applications

Posted By: AvaxGenius
Advanced Fuzzy Systems Design and Applications

Advanced Fuzzy Systems Design and Applications by Yaochu Jin
English | PDF | 2003 | 276 Pages | ISBN : 3790815373 | 23.6 MB

Fuzzy rule systems have found a wide range of applications in many fields of science and technology. Traditionally, fuzzy rules are generated from human expert knowledge or human heuristics for relatively simple systems. In the last few years, data-driven fuzzy rule generation has been very active. Compared to heuristic fuzzy rules, fuzzy rules generated from data are able to extract more profound knowledge for more complex systems.

Intelligent and Fuzzy Systems

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Intelligent and Fuzzy Systems

Intelligent and Fuzzy Systems: Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference, Volume 2 by Cengiz Kahraman
English | EPUB | 2022 | 781 Pages | ISBN : 3031091752 | 77.9 MB

This book presents recent research in intelligent and fuzzy techniques on digital transformation and the new normal, the state to which economies, societies, etc. settle following a crisis bringing us to a new environment. Digital transformation and the new normal-appearing in many areas such as digital economy, digital finance, digital government, digital health, and digital education are the main scope of this book.

Intelligent and Fuzzy Systems

Posted By: AvaxGenius
Intelligent and Fuzzy Systems

Intelligent and Fuzzy Systems: Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference, Volume 1 by Cengiz Kahraman
English | EPUB | 2022 | 1028 Pages | ISBN : 3031091728 | 92.2 MB

This book presents recent research in intelligent and fuzzy techniques on digital transformation and the new normal, the state to which economies, societies, etc. settle following a crisis bringing us to a new environment. Digital transformation and the new normal-appearing in many areas such as digital economy, digital finance, digital government, digital health, and digital education are the main scope of this book.

Proceedings of the Fifth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’21)

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Proceedings of the Fifth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’21)

Proceedings of the Fifth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’21) by Sergey Kovalev
English | EPUB | 2022 | 716 Pages | ISBN : 3030871770 | 69.2 MB

This book presents key advances in intelligent information technologies for industry. This book of Lecture Notes in Networks and Systems contains the papers presented in the main track of IITI 2021, the Fifth International Scientific Conference on Intelligent Information Technologies for Industry held on September 30 – October 4, 2021 in Sirius, Russia. The conference was jointly co-organized by Rostov State Transport University (Russia) and VŠB–Technical University of Ostrava (Czech Republic) with the participation of Russian Association for Artificial Intelligence (RAAI) and Sirius University (Russia).

Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty

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Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty

Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty by Janusz T. Starczewski
English | PDF | 2013 | 314 Pages | ISBN : 3642295193 | 8.8 MB

This book generalizes fuzzy logic systems for different types of uncertainty, including - semantic ambiguity resulting from limited perception or lack of knowledge about exact membership functions

Lecture Notes in Computational Intelligence and Decision Making

Posted By: AvaxGenius
Lecture Notes in Computational Intelligence and Decision Making

Lecture Notes in Computational Intelligence and Decision Making: 2021 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence”, Proceedings by Sergii Babichev
English | EPUB | 2022 | 819 Pages | ISBN : 3030820130 | 110.6 MB

This book is devoted to current problems of artificial and computational intelligence including decision-making systems. Collecting, analysis, and processing information are the current directions of modern computer science. Development of new modern information and computer technologies for data analysis and processing in various fields of data mining and machine learning creates the conditions for increasing effectiveness of the information processing by both the decrease of time and the increase of accuracy of the data processing.