Buch, Englisch, 295 Seiten, Format (B × H): 155 mm x 235 mm
A Tribute to Michio Sugeno
Buch, Englisch, 295 Seiten, Format (B × H): 155 mm x 235 mm
Reihe: Studies in Systems, Decision and Control
ISBN: 978-3-032-40100-7
Verlag: Springer
The book is about one of the promising directions in quest for Explainable Artificial Intelligence (XAI) -- the direction of fuzzy techniques that relate natural language descriptions with automatic decisions and automatic control strategies. It covers both the state-of-the-art of fuzzy techniques and how these techniques can be combined with the current neural-network-based AI efforts.
Application examples presented in the book include many diverse topics: authenticating material components of food products, electric stimulation in medicine, handwriting recognition, human-machine collaboration, speech emotion recognition, etc.The book is recommended to researchers and practitioners who want to learn more about fuzzy techniques, and to this who want to further improve and develop these promising ideas.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
Michio Sugeno, pioneer and promoter of Artificial Intelligence at the University of Granada: Two interviews in the university magazine CAMPUS.- Professor Michio Sugeno: A Sage of the Postmodern World.- Every ReLU-Based Neural Network Can Be Described by a System of Takagi-Sugeno Fuzzy Rules: A Theorem.- Type-1 and Type-2 Sugeno Models as Tools to Computationally Accelerate Mamdani Fuzzy Systems.
