Advances in Neural Networks - ISNN 2004

International Symposium on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings, Part I

Fuliang Yin, Jun Wang, Chengan Guo (Herausgeber)

Buch | Softcover

LXX, 1044 Seiten

2004 | 2004
Springer Berlin (Verlag)
978-3-540-22841-7 (ISBN)

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This book constitutes the proceedings of the International Symposium on Neural N- works (ISNN 2004) held in Dalian, Liaoning, China during August 19-21, 2004. ISNN 2004 received over 800 submissions from authors in ?ve continents (Asia, Europe, North America, South America, and Oceania), and 23 countries and regions (mainland China, Hong Kong, Taiwan, South Korea, Japan, Singapore, India, Iran, Israel, Turkey, H- gary, Poland, Germany, France, Belgium, Spain, UK, USA, Canada, Mexico, Venezuela, Chile, and Australia). Based on reviews, the Program Committee selected 329 hi- quality papers for presentation at ISNN 2004 and publication in the proceedings. The papers are organized into many topical sections under 11 major categories (theore- cal analysis; learning and optimization; support vector machines; blind source sepa- tion, independent component analysis, and principal component analysis; clustering and classi?cation; robotics and control; telecommunications; signal, image and time series processing; detection, diagnostics, and computer security; biomedical applications; and other applications) covering the whole spectrum of the recent neural network research and development. In addition to the numerous contributed papers, ?ve distinguished scholars were invited to give plenary speeches at ISNN 2004. ISNN 2004 was an inaugural event. It brought together a few hundred researchers, educators, scientists, and practitioners to the beautiful coastal city Dalian in northeastern China.

Theoretical Analysis.- Learning and Optimization.- Support Vector Machines.- Blind Source Separation, Independent Component Analysis and Principal Component Analysis.- Clustering and Classification.

Erscheint lt. Verlag	11.8.2004
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	LXX, 1044 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	1555 g
Themenwelt	Informatik ► Software Entwicklung ► User Interfaces (HCI)
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
Schlagworte	Algorithm analysis and problem complexity • Algorithmic Learning • Artificial Neural Networks • Cognition • Computational Intelligence • Control • Data Mining • Dynamical Systems • Genetic algorithms • Hardcover, Softcover / Informatik, EDV/Informatik • HC/Informatik, EDV/Informatik • Image Analysis • Information Theory • Kernel • learning • Modeling • Neural Computation • neural computing • neural learning • Neural networks • Neuronale Netze • Optimization • pattern recognition • Reinforcement Learning • robot • Robotics • Self-Organization • Signal Processing • Support Vector Machines • Time Series Analysis
ISBN-10	3-540-22841-1 / 3540228411
ISBN-13	978-3-540-22841-7 / 9783540228417
Zustand	Neuware