Recent Developments in Fuzzy Logic and Fuzzy Sets
Springer International Publishing (Verlag)
9783030388928 (ISBN)
This book provides a timely and comprehensive overview of current theories and methods in fuzzy logic, as well as relevant applications in a variety of fields of science and technology. Dedicated to Lotfi A. Zadeh on his one year death anniversary, the book goes beyond a pure commemorative text. Yet, it offers a fresh perspective on a number of relevant topics, such as computing with words, theory of perceptions, possibility theory, and decision-making in a fuzzy environment. Written by Zadeh's closest colleagues and friends, the different chapters are intended both as a timely reference guide and a source of inspiration for scientists, developers and researchers who have been dealing with fuzzy sets or would like to learn more about their potential for their future research.
Chapter 1: Fuzziness in Information Extracted from Tweets' Hashtag and Keywords.- Chapter 2: Why Triangular and Trapezoid Membership Functions: A Simple Explanation.- Chapter 3: Probabilistic and More General Uncertainty-Based (e.g., Fuzzy) Approaches to Crisp Clustering Explain the Empirical Success of the K-Sets Algorithm.- Chapter 4: Statistical Approach to Fuzzy Cognitive Maps.- Chapter 5: Semi-Supervised Learning to Rank with Nonlinear Preference Model.
| Erscheinungsdatum | 07.03.2020 |
|---|---|
| Reihe/Serie | Studies in Fuzziness and Soft Computing |
| Zusatzinfo | VI, 211 p. 72 illus., 18 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 500 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik | |
| Schlagworte | Additive aggregation methods • Computation with Z-numbers • Construction of fuzzy signatures • Crisp clustering • Fuzzy analysis of hashtags • Fuzzy Clustering • Fuzzy cognitive maps • Fuzzy Inference • fuzzy information processing • Fuzzy logic based decision support systems • Fuzzy membership functions • K-sets algorithm • Linear and nonlinear preference models • Linguistic variable • Lotfi A. Zadeh • Optimal weights a neural network • Randon connection matrix • Recurrent learning algorithms • Regularized optimization problem • Semi-Supervised Learning |
| ISBN-13 | 9783030388928 / 9783030388928 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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