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Product details:
- ISBN 10: 3642249582
- ISBN 13: 9783642249587
- Author: Derong Liu Et Al
The three volume set LNCS 7062, LNCS 7063, and LNCS 7064 constitutes the proceedings of the 18th International Conference on Neural Information Processing, ICONIP 2011, held in Shanghai, China, in November 2011. The 262 regular session papers presented were carefully reviewed and selected from numerous submissions. The papers of part I are organized in topical sections on perception, emotion and development, bioinformatics, biologically inspired vision and recognition, bio-medical data analysis, brain signal processing, brain-computer interfaces, brain-like systems, brain-realistic models for learning, memory and embodied cognition, Clifford algebraic neural networks, combining multiple learners, computational advances in bioinformatics, and computational-intelligent human computer interaction. The second volume is structured in topical sections on cybersecurity and data mining workshop, data mining and knowledge doscovery, evolutionary design and optimisation, graphical models, human-originated data analysis and implementation, information retrieval, integrating multiple nature-inspired approaches, Kernel methods and support vector machines, and learning and memory. The third volume contains all the contributions connected with multi-agent systems, natural language processing and intelligent Web information processing, neural encoding and decoding, neural network models, neuromorphic hardware and implementations, object recognition, visual perception modelling, and advances in computational intelligence methods based pattern recognition.
Table of contents:
- Agent Personalized Call Center Traffic Prediction and Call Distribution
- Mapping from Student Domain into Website Category
- Entropy Based Discriminators for P2P Teletraffic Characterization
- Faster Log Analysis and Integration of Security Incidents Using Knuth-B
- Fast Protocol Recognition by Network Packet Inspection
- Network Flow Classification Based on the Rhythm of Packets
- Energy-Based Feature Selection and Its Ensemble Version
- An Infinite Mixture of Inverted Dirichlet Distributions
- Multi-Label Weighted k-Nearest Neighbor Classifier with Adaptive Weight Estimation
- Emotiono: An Ontology with Rule-Based Reasoning for Emotion Recognition
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