Advanced Intelligent Computing. Theories and Applications

6th International Conference on Intelligent Computing, Changsha, China, August 18-21, 2010. Proceedings

De-Shuang Huang, Martin McGinnity, Laurent Heutte, Xiao-Ping Zhang (Herausgeber)

Buch | Softcover

XVI, 580 Seiten

2010 | 2010
Springer Berlin (Verlag)
978-3-642-14830-9 (ISBN)

Infos

The International Conference on Intelligent Computing (ICIC) was formed to provide an annual forum dedicated to the emerging and challenging topics in artificial intel- gence, machine learning, pattern recognition, image processing, bioinformatics, and computational biology. It aims to bring together researchers and practitioners from both academia and industry to share ideas, problems, and solutions related to the m- tifaceted aspects of intelligent computing. ICIC 2010, held in Changsha, China, August 18-21, 2010, constituted the 6th - ternational Conference on Intelligent Computing. It built upon the success of ICIC 2009, ICIC 2008, ICIC 2007, ICIC 2006, and ICIC 2005, that were held in Ulsan, Korea, Shanghai, Qingdao, Kunming and Hefei, China, 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.

Inhalt

Neural Networks.- Evolutionary Learning and Genetic Algorithms.- Granular Computing and Rough Sets.- Particle Swarm Optimization and Niche Technology.- Swarm Intelligence and Optimization.- Independent Component Analysis and Blind Source Separation.- Combinatorial and Numerical Optimization.- Systems Biology and Computational Biology.- Neural Computing and Optimization.- Knowledge Discovery and Data Mining.- Ensemble Methods.- Machine Learning Theory and Methods.- Intelligent Computing in Bioinformatics.- Intelligent Computing in Computational Biology and Drug Design.- Computational Genomics and Proteomics.- Intelligent Computing in Signal Processing.- Intelligent Computing in Pattern Recognition.- Intelligent Computing in Image Processing.- Intelligent Computing in Communication and Computer Networks.- Intelligent Computing in Robotics.- Intelligent Computing in Computer Vision.- Intelligent Prediction and Time Series Analysis.- Special Session on New Hand-Based Biometric Methods.- Special Session on Theories and Applications in Advanced Intelligent Computing.- Special Session on Search Based Software Engineering.- Special Session on Bio-inspired Computing and Applications.- Special Session on Advance in Dimensionality Reduction Methods and Its Applications.- Special Session on Recent Advances in Medical Informatics.

Produkt-Details

• Erscheint lt. Verlag: 30.7.2010
• Reihe/Serie: Communications in Computer and Information Science
• Zusatzinfo: XVI, 580 p. 243 illus.
• Verlagsort: Berlin
• Sprache: englisch
• Themenwelt: Informatik ► Grafik / Design ► Digitale Bildverarbeitung
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Schlagworte: Agent Systems • algorithms • Bioinformatics • biometrics • classification • computational bioscience • Computational Neuroscience • Editing • Evolutionary Computing • JPEG • Markov model • pattern recognition • Scheduling • Software engineering
• ISBN-10: 3-642-14830-1 / 3642148301
• ISBN-13: 978-3-642-14830-9 / 9783642148309
• Zustand: Neuware