Fuzzy approaches for soft computing and approximate reasoning : theories and applications : dedicated to Bernadette Bouchon-Meunier
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| 001 | 000046163211 | |
| 005 | 20250905152502 | |
| 008 | 231114s2021 sz a b 010 0 eng | |
| 020 | ▼a 9783030543402 ▼q (hardback) | |
| 020 | ▼a 3030543404 ▼q (hardcover) | |
| 020 | ▼z 9783030543419 ▼q (electronic book) | |
| 035 | ▼a (KERIS)REF000020422017 | |
| 040 | ▼a UKMGB ▼b eng ▼e rda ▼c UKMGB ▼d OCLCO ▼d YDXIT ▼d OCLCO ▼d UKMGB ▼d KUB ▼d 211009 | |
| 050 | 4 | ▼a QA76.9.S63 ▼b F89 2021 |
| 082 | 0 4 | ▼a 006.3 ▼2 23 |
| 084 | ▼a 006.3 ▼2 DDCK | |
| 090 | ▼a 006.3 ▼b F9963 | |
| 245 | 0 0 | ▼a Fuzzy approaches for soft computing and approximate reasoning : ▼b theories and applications : dedicated to Bernadette Bouchon-Meunier / ▼c Marie-Jeanne Lesot, Christophe Marsala, editors. |
| 260 | ▼a Cham, Switzerland : ▼b Springer, ▼c 2021. | |
| 264 | 1 | ▼a Cham, Switzerland : ▼b Springer, ▼c [2021] |
| 300 | ▼a xx, 297 p. : ▼b ill. (some col.) ; ▼c 25 cm. | |
| 336 | ▼a text ▼b txt ▼2 rdacontent | |
| 337 | ▼a unmediated ▼b n ▼2 rdamedia | |
| 338 | ▼a volume ▼b nc ▼2 rdacarrier | |
| 490 | 1 | ▼a Studies in Fuzziness and Soft Computing, ▼x 1434-9922 ; ▼v volume 394 |
| 504 | ▼a Includes bibliographical references. | |
| 520 | ▼a This book gathers cutting-edge papers in the area of Computational Intelligence, presented by specialists, and covering all major trends in the research community in order to provide readers with a rich primer. It presents an overview of various soft computing topics and approximate reasoning-based approaches, both from theoretical and applied perspectives. Numerous topics are covered: fundamentals aspects of fuzzy sets theory, reasoning approaches (interpolative, analogical, similarity-based), decision and optimization theory, fuzzy databases, soft machine learning, summarization, interpretability and XAI. Moreover, several application-based papers are included, e.g. on image processing, semantic web and intelligent tutoring systems. This book is dedicated to Bernadette Bouchon-Meunier in honor of her achievements in Computational Intelligence, which, throughout her career, have included profuse and diverse collaborations, both thematically and geographically. | |
| 530 | ▼a Also published electronically. | |
| 650 | 0 | ▼a Soft computing. |
| 650 | 0 | ▼a Fuzzy systems. |
| 650 | 0 | ▼a Computational intelligence. |
| 650 | 0 | ▼a Artificial intelligence. |
| 700 | 1 | ▼a Lesot, Marie-Jeanne, ▼d 1978-. |
| 700 | 1 | ▼a Marsala, Christophe. |
| 700 | 1 | ▼a Bouchon-Meunier, B. ▼q (Bernadette), ▼d 1948-, ▼e honouree ▼0 AUTH(211009)173492. |
| 830 | 0 | ▼a Studies in fuzziness and soft computing ; ▼v v. 394. |
| 945 | ▼a ITMT |
소장정보
| No. | 소장처 | 청구기호 | 등록번호 | 도서상태 | 반납예정일 | 예약 | 서비스 |
|---|---|---|---|---|---|---|---|
| No. 1 | 소장처 과학도서관/Sci-Info(2층서고)/ | 청구기호 006.3 F9963 | 등록번호 121264681 | 도서상태 대출가능 | 반납예정일 | 예약 | 서비스 |
컨텐츠정보
책소개
This book gathers cutting-edge papers in the area of Computational Intelligence, presented by specialists, and covering all major trends in the research community in order to provide readers with a rich primer. It presents an overview of various soft computing topics and approximate reasoning-based approaches, both from theoretical and applied perspectives. Numerous topics are covered: fundamentals aspects of fuzzy sets theory, reasoning approaches (interpolative, analogical, similarity-based), decision and optimization theory, fuzzy databases, soft machine learning, summarization, interpretability and XAI. Moreover, several application-based papers are included, e.g. on image processing, semantic web and intelligent tutoring systems. This book is dedicated to Bernadette Bouchon-Meunier in honor of her achievements in Computational Intelligence, which, throughout her career, have included profuse and diverse collaborations, both thematically and geographically.
New feature
This book gathers cutting-edge papers in the area of Computational Intelligence, presented by specialists, and covering all major trends in the research community in order to provide readers with a rich primer. It presents an overview of various soft computing topics and approximate reasoning-based approaches, both from theoretical and applied perspectives. Numerous topics are covered: fundamentals aspects of fuzzy sets theory, reasoning approaches (interpolative, analogical, similarity-based), decision and optimization theory, fuzzy databases, soft machine learning, summarization, interpretability and XAI. Moreover, several application-based papers are included, e.g. on image processing, semantic web and intelligent tutoring systems. This book is dedicated to Bernadette Bouchon-Meunier in honor of her achievements in Computational Intelligence, which, throughout her career, have included profuse and diverse collaborations, both thematically and geographically.
정보제공 :
목차
Chapter 1: The Fuzzy Theoretic Turn.- Chapter 2: Membership functions.- Chapter 3: The evolution of the notion of overlap functions.- Chapter 4: Interpolative reasoning: valid, specificity-gradual.- Chapter 5: A similarity-based three-valued modal logic approach to reason with prototypes and counterexamples.- Chapter 6: Analogy.- Chapter 7: The role of the context in decision and optimization problems.- Chapter 8: Decision rules under vague and uncertain information.- Chapter 9: Abstract Models for Systems Identification.- Chapter 10: Fuzzy Systems Interpretability: What, Why and How.- Chapter 11: Fuzzy Clustering Models and Their Related Concepts.