Advanced Intelligent Computing Theories and Applications de De-Shuang Huang

Advanced Intelligent Computing Theories and Applications: Third International Conference on Intelligent Computing, ICIC 2007, Qingdao, China, August 21-24, 2007, Proceedings: Lecture Notes in Computer Science, cartea 4682

De-Shuang Huang

Laurent Heutte

Marco Loog

The International Conference on Intelligent Computing (ICIC) was formed to provide an annual forum dedicated to the emerging and challenging topics in artificial intelligence, machine learning, bioinformatics, and computational biology, etc. It aims to bring - gether researchers and practitioners from both academia and industry to share ideas, problems and solutions related to the multifaceted aspects of intelligent computing. ICIC 2007, held in Qingdao, China, August 21-24, 2007, constituted the Third - ternational Conference on Intelligent Computing. It built upon the success of ICIC 2006 and ICIC 2005 held in Kunming and Hefei, China, 2006 and 2005, respectively. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was “Advanced Intelligent Computing Technology and Applications”. Papers focusing on this theme were solicited, addressing theories, methodologies, and applications in science and technology.

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Specificații

ISBN-13: 9783540742012
ISBN-10: 3540742018
Pagini: 1431
Ilustrații: LIV, 1377 p. In 2 volumes, not available separately.
Dimensiuni: 155 x 235 x 48 mm
Greutate: 1.56 kg
Ediția:2007
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence

Locul publicării:Berlin, Heidelberg, Germany

Cuprins

Neural Networks.- Independent Component Analysis and Blind Source Separation.- Combinatorial and Numerical Optimization.- Neural Computing and Optimization.- Knowledge Discovery and Data Mining.- Artificial Life and Artificial Immune Systems.- Ensemble Methods.- Manifold Learning Theory.- Evolutionary Computing and Genetic Algorithms.- Fuzzy Systems and Soft Computing.- Particle Swarm Optimization and Niche Technology.- Swarm Intelligence and Optimization.- Kernel Methods and Support Vector Machines.- Fine Feature Extraction Methods.- Intelligent Fault Diagnosis.- Fuzzy Control.- Intelligent Human-Computer Interactions for Multi-modal and Autonomous Environment.- Computational Systems Biology.- Intelligent Robot Systems Based on Vision Technology.- Intelligent Computing for Motion Picture Processing.- Particle Swarm Optimization: Theories and Applications.- Recent Advances of Intelligent Computing with Applications in the Multimedia Systems.- Computational Intelligence in Chemoinformatics.- Strategy Design and Optimization of Complex Engineering Problems.- Traffic Optimization.- Intelligent Mobile and Wireless Sensor Networks.- Intelligent Prediction and Time Series Analysis.- Intelligent Computing in Neuroinformatics.- Erratum.