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Record Nr. |
UNINA9910483433803321 |
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Autore |
Liu Derong |
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Titolo |
Advances in Neural Networks - ISNN 2007 : 4th International Symposium on Neural Networks, ISNN 2007 Nanjing, China, June 3-7, 2007. Proceedings, Part III / / edited by Derong Liu, Shumin Fei, Zeng-Guang Hou, Huaguang Zhang, Changyin Sun |
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Pubbl/distr/stampa |
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Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 |
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ISBN |
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1-280-94498-6 |
9786610944989 |
3-540-72395-1 |
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Edizione |
[1st ed. 2007.] |
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Descrizione fisica |
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1 online resource (1237 p.) |
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Collana |
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Theoretical Computer Science and General Issues, , 2512-2029 ; ; 4493 |
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Disciplina |
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Soggetti |
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Computer science |
Computer networks |
Algorithms |
Computer science - Mathematics |
Discrete mathematics |
Artificial intelligence |
Pattern recognition systems |
Theory of Computation |
Computer Communication Networks |
Discrete Mathematics in Computer Science |
Artificial Intelligence |
Automated Pattern Recognition |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and indexes. |
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Nota di contenuto |
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Feedforward Neural Networks -- Recurrent Neural Networks -- Neural Networks for Optimization -- Support Vector Machines -- Fault Diagnosis/Detection -- Communications and Signal Processing -- Image/Video Processing -- Applications of Neural Networks. |
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Sommario/riassunto |
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This book is part of a three volume set that constitutes the refereed proceedings of the 4th International Symposium on Neural Networks, |
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ISNN 2007, held in Nanjing, China in June 2007. The 262 revised long papers and 192 revised short papers presented were carefully reviewed and selected from a total of 1,975 submissions. The papers are organized in topical sections on neural fuzzy control, neural networks for control applications, adaptive dynamic programming and reinforcement learning, neural networks for nonlinear systems modeling, robotics, stability analysis of neural networks, learning and approximation, data mining and feature extraction, chaos and synchronization, neural fuzzy systems, training and learning algorithms for neural networks, neural network structures, neural networks for pattern recognition, SOMs, ICA/PCA, biomedical applications, feedforward neural networks, recurrent neural networks, neural networks for optimization, support vector machines, fault diagnosis/detection, communications and signal processing, image/video processing, and applications of neural networks. |
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