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

The book covers diverse areas of fuzzy systems, soft computing, AI tools, and applications, including theory, application, and real-life fields. It is a useful guide for academics, practitioners, and graduates.

Format: Paperback / softback
Length: 757 pages
Publication date: 01 March 2023
Publisher: Springer International Publishing AG

The book encompasses a wide range of topics within the fields of fuzzy systems, soft computing, and artificial intelligence (AI) tools, including uncertain computation, decision-making under imperfect information, deep learning, and others. The papers presented in this volume cover various aspects of soft computing, neuro-fuzzy technology, intelligent control, deep learning-machine learning, fuzzy logic in data analytics, evolutionary computing, fuzzy logic and AI in engineering, social sciences, business, economics, material sciences, and other related domains.

This book serves as a valuable resource for academics, practitioners, and graduates interested in fuzzy logic and soft computing. It provides an opportunity to enhance their understanding and interest in the development and application of these paradigms in diverse real-life fields.

The 16th International Conference on Applications of Fuzzy Systems, Soft Computing, and Artificial Intelligence Tools, ICAFS-2022, was held in Budva, Montenegro, on August 26-27, 2022. The conference brought together experts and researchers from around the world to discuss the latest advancements and applications in these fields.

The book includes a collection of peer-reviewed papers that were presented at the conference. These papers cover a wide range of topics, including but not limited to:

Fuzzy systems and their applications: This section explores the theoretical foundations and practical applications of fuzzy systems, including their use in control, decision-making, and optimization.

Soft computing: This section covers various soft computing techniques, such as neural networks, genetic algorithms, and fuzzy logic, and their applications in various fields, such as image processing, pattern recognition, and data analysis.

Artificial intelligence (AI) tools: This section discusses AI tools, such as uncertain computation, decision-making under imperfect information, deep learning, and others, and their applications in healthcare, finance, transportation, and other domains.

Evolutionary computing: This section explores the use of evolutionary computing techniques, such as genetic algorithms and simulated annealing, to solve complex problems in optimization, search, and machine learning.

Fuzzy logic in data analytics: This section discusses the application of fuzzy logic in data analytics, including data preprocessing, pattern recognition, and decision-making.

Deep learning-machine learning: This section explores the intersection of deep learning and machine learning, and their applications in image recognition, natural language processing, and other fields.

Fuzzy logic and AI in engineering: This section discusses the use of fuzzy logic and AI in engineering, including the design and optimization of systems and processes.

Social sciences, business, economics, and material sciences: This section explores the applications of fuzzy logic and soft computing in social sciences, business, economics, and material sciences, including marketing, finance, and materials science.

The book is organized into five parts, each covering a specific aspect of the conference proceedings. The first part provides an overview of the conference and its objectives. The second part introduces the conference speakers and their backgrounds. The third part presents the keynote lectures delivered at the conference. The fourth part showcases the research papers presented at the conference. The fifth part concludes with a summary of the key findings and recommendations from the conference.

This book is a valuable resource for academics, practitioners, and graduates in fields of fuzzy logic and soft computing. It provides an up-to-date overview of the latest research and developments in these fields and serves as a platform for exchanging ideas and fostering collaborations.

In conclusion, the book "Advances in Fuzzy Systems, Soft Computing, and Artificial Intelligence Tools: Proceedings of the 16th International Conference on Applications of Fuzzy Systems, Soft Computing, and Artificial Intelligence Tools, ICAFS-2022" presents a comprehensive collection of peer-reviewed papers that cover a wide range of topics within the fields of fuzzy systems, soft computing, and AI tools. The book serves as a valuable resource for academics, practitioners, and graduates interested in these fields, providing an up-to-date overview of the latest research and developments and fostering collaborations.

Weight: 1181g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031252518
Edition number: 1st ed. 2023