Fuzzy Systems 60 Years Later: Past, Present, and Future
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Beschreibung
This book describes state-of-the-art of fuzzy approach to eXplainable AI (XAI). The book contains both general methodologies and applications. In some applications, fuzzy techniques help to take the human factors into account in computer security (detection of fake news and of phishing), in economics (farmer's trust in specialist recommendations, tourism forecasting), and in education and training (training soccer players, student success, and university efficiency).
Other applications transform imprecise expert knowledge into precise decision strategies in aerospace engineering (air traffic control, in-space robot manipulators), in civil engineering (detecting leaks in water distribution systems, masonry strength assessment, vehicle routing), in computer science (integrating LLMs), and in electrical engineering (fault detection in electric networks).
The book can be recommended to students and researchers interested in learning latest fuzzy technique and to practitioners wanting to learn new XAI tools.
This book describes state-of-the-art of fuzzy approach to eXplainable AI (XAI). The book contains both general methodologies and applications. In some applications, fuzzy techniques help to take the human factors into account in computer security (detection of fake news and of phishing), in economics (farmer's trust in specialist recommendations, tourism forecasting), and in education and training (training soccer players, student success, and university efficiency).
Other applications transform imprecise expert knowledge into precise decision strategies in aerospace engineering (air traffic control, in-space robot manipulators), in civil engineering (detecting leaks in water distribution systems, masonry strength assessment, vehicle routing), in computer science (integrating LLMs), and in electrical engineering (fault detection in electric networks).
The book can be recommended to students and researchers interested in learning latest fuzzy technique and to practitioners wanting to learn new XAI tools.
Covers all aspects of fuzzy theory and its applications Contains edited papers presented at the joint 21st IFSA world congress and 44th Annual Meeting of NAFIPS 2025 Written by experts in the field
Autor*in
Marek Reformat
Themen in »Fuzzy Systems 60 Years Later: Past, Present, and Future«
Fuzzy Systems Soft Computing Fuzzy Information Processing AI IFSA IFSA 2025