Fuzzy Systems and Knowledge Discovery -

Fuzzy Systems and Knowledge Discovery

Second International Conference, FSKD 2005, Changsha, China, August 27-29, 2005, Proceedings, Part II

Lipo Wang, Yaochu Jin (Herausgeber)

Media-Kombination
L, 1312 Seiten | Ausstattung: Softcover
2005 | 2005
Springer Berlin
978-3-540-28331-7 (ISBN)
106,99 inkl. MwSt
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.

Dimensionality Reduction.- Pattern Recognition and Trend Analysis.- Other Topics in FSKD Methods.- Mining of Spatial, Textual, Image and Time-Series Data.- Fuzzy Systems in Bioinformatics and Bio-medical Engineering.- Fuzzy Systems in Expert System and Informatics.- Fuzzy Systems in Pattern Recognition and Diagnostics.- Knowledge Discovery in Bioinformatics and Bio-medical Engineering.- Knowledge Discovery in Expert System and Informatics.- Active Information Gathering on the Web.- Neural and Fuzzy Computation in Cognitive Computer Vision.- Erratum.

Erscheint lt. Verlag 17.8.2005
Reihe/Serie Lecture Notes in Artificial Intelligence
Lecture Notes in Computer Science
Zusatzinfo L, 1312 p. In 2 volumes, not available separately.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Theorie / Studium Algorithmen
Schlagworte Algorithm analysis and problem complexity • Algorithmic Learning • Approximate Reasoning • Artificial Intelligence • Artificial Neural Networks • authentication • Bioinformatics • Clustering • Cognition • Computational Neuroscience • Computer • computer vision • Data Analysis • Database • Data Mining • Decision Making • evolutionary algorithms • Expert System • fuzzy neural systems • Fuzzy Sets • fuzzy system • Genetic algorithms • Hardware • Intelligent Systems • Knowledge • Knowledge Discovery • machine learning • Multi-agent Systems • Multiple Classifier Systems • Neural networks • neuronal modelling • pattern recognition • Protein Analysis • Rough Sets • security methods • Sequence Analysis • Support Vector Machines • Uncertainty • vague knowledge • Visualization
ISBN-10 3-540-28331-5 / 3540283315
ISBN-13 978-3-540-28331-7 / 9783540283317
Zustand Neuware
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