Fuzzy Systems and Knowledge Discovery Second International Conference, FSKD 2005, Changsha, China, August 27-29, 2005, Proceedings, Part I / [electronic resource] :
edited by Lipo Wang, Yaochu Jin.
- 1st ed. 2005.
- XLI, 1334 p. online resource.
- Lecture Notes in Artificial Intelligence, 3613 2945-9141 ; .
- Lecture Notes in Artificial Intelligence, 3613 .
Fuzzy Theory and Models -- Uncertainty Management in Data Mining -- Uncertainty Management and Probabilistic Methods in Data Mining -- Approximate Reasoning -- Axiomatic Foundation -- Fuzzy Classifiers -- Fuzzy Clustering -- Fuzzy Database Mining and Information Retrieval -- Information Fusion -- Neuro-Fuzzy Systems -- Fuzzy Control -- Fuzzy Hardware -- Knowledge Visualization and Exploration -- Sequential Data Analysis -- Parallel and Distributed Data Mining -- Rough Sets.
This book and its sister volume, LNAI 3613 and 3614, constitute the proce- ings of the Second International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2005), jointly held with the First International Conference on Natural Computation (ICNC 2005, LNCS 3610, 3611, and 3612) from - gust 27-29, 2005 in Changsha, Hunan, China. FSKD 2005 successfully attracted 1249 submissions from 32 countries/regions (the joint ICNC-FSKD 2005 received 3136 submissions). After rigorous reviews, 333 high-quality papers, i. e. , 206 long papers and 127 short papers, were included in the FSKD 2005 proceedings, r- resenting an acceptance rate of 26. 7%. The ICNC-FSKD 2005 conference featured the most up-to-date research - sults in computational algorithms inspired from nature, including biological, e- logical, and physical systems. It is an exciting and emerging interdisciplinary area in which a wide range of techniques and methods are being studied for dealing with large, complex, and dynamic problems. The joint conferences also promoted cross-fertilization over these exciting and yet closely-related areas, which had a signi?cant impact on the advancement of these important technologies. Speci?c areas included computation with words, fuzzy computation, granular com- tation, neural computation, quantum computation, evolutionary computation, DNA computation, chemical computation, information processing in cells and tissues, molecular computation, arti?cial life, swarm intelligence, ants colony, arti?cial immune systems, etc. , with innovative applications to knowledge d- covery, ?nance, operations research, and more.
9783540318309
10.1007/11539506 doi
Data structures (Computer science).
Information theory.
Artificial intelligence.
Machine theory.
Computer science.
Algorithms.
Computer vision.
Data Structures and Information Theory.
Artificial Intelligence.
Formal Languages and Automata Theory.
Theory of Computation.
Algorithms.
Computer Vision.
QA76.9.D35 Q350-390
005.73 003.54
Fuzzy Theory and Models -- Uncertainty Management in Data Mining -- Uncertainty Management and Probabilistic Methods in Data Mining -- Approximate Reasoning -- Axiomatic Foundation -- Fuzzy Classifiers -- Fuzzy Clustering -- Fuzzy Database Mining and Information Retrieval -- Information Fusion -- Neuro-Fuzzy Systems -- Fuzzy Control -- Fuzzy Hardware -- Knowledge Visualization and Exploration -- Sequential Data Analysis -- Parallel and Distributed Data Mining -- Rough Sets.
This book and its sister volume, LNAI 3613 and 3614, constitute the proce- ings of the Second International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2005), jointly held with the First International Conference on Natural Computation (ICNC 2005, LNCS 3610, 3611, and 3612) from - gust 27-29, 2005 in Changsha, Hunan, China. FSKD 2005 successfully attracted 1249 submissions from 32 countries/regions (the joint ICNC-FSKD 2005 received 3136 submissions). After rigorous reviews, 333 high-quality papers, i. e. , 206 long papers and 127 short papers, were included in the FSKD 2005 proceedings, r- resenting an acceptance rate of 26. 7%. The ICNC-FSKD 2005 conference featured the most up-to-date research - sults in computational algorithms inspired from nature, including biological, e- logical, and physical systems. It is an exciting and emerging interdisciplinary area in which a wide range of techniques and methods are being studied for dealing with large, complex, and dynamic problems. The joint conferences also promoted cross-fertilization over these exciting and yet closely-related areas, which had a signi?cant impact on the advancement of these important technologies. Speci?c areas included computation with words, fuzzy computation, granular com- tation, neural computation, quantum computation, evolutionary computation, DNA computation, chemical computation, information processing in cells and tissues, molecular computation, arti?cial life, swarm intelligence, ants colony, arti?cial immune systems, etc. , with innovative applications to knowledge d- covery, ?nance, operations research, and more.
9783540318309
10.1007/11539506 doi
Data structures (Computer science).
Information theory.
Artificial intelligence.
Machine theory.
Computer science.
Algorithms.
Computer vision.
Data Structures and Information Theory.
Artificial Intelligence.
Formal Languages and Automata Theory.
Theory of Computation.
Algorithms.
Computer Vision.
QA76.9.D35 Q350-390
005.73 003.54