12th International Conference on Theory and Application of Soft Computing, Computing with Words and and Perception and Artificial Intelligence - ICSCCW-2024 : Volume 1 (Lecture Notes in Networks and Systems)

Aliev, Rafik A. (EDT)/ Kacprzyk, Janusz (EDT)/ Pedrycz, Witold (EDT)

Springer International Publishing AG（2025/09発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 378 p.
• 言語 ENG
• 商品コード 9783031947872

Full Description

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. Applications in earth sciences, healthcare, social sciences, engineering, and various fields of economics, business, and industry are considered.

This book presents the proceedings of the 12th Conference on Theory and Applications Soft Computing, Computing with Words and Perceptions and Artificial Intelligence, ICSCCW-2024, held in Budva, Montenegro, August 26-27. The book is a useful guide for academics, practitioners, and graduates in fields of soft computing and AI. It allows for increasing of interest in development and applying of these paradigms in various real-life fields.

Contents

A bipolar extension of the classic Bellman and Zadeh's model of decision making in a fuzzy environment.- Multi-attribute dynamic decision analysis under bimodal information.- Comparative Evaluation of Shallow and Deep Learning Techniques for Groundwater Level Estimation.- Lean Management - A Prerequisite for Digitization in the Automotive Industry.- A Comprehensive and Practical Approach to Z-Decision Making for State Selection.