The two volume set LNCS 4131 and LNCS 4132 constitutes the refereed
proceedings of the 16th International Conference on Artificial
Neural Networks, ICANN 2006, held in Athens, Greece, in September
2006.
The 208 revised full papers presented were carefully reviewed
and selected from 475 submissions. The 103 papers of the first
volume are organized in topical sections on feature selection and
dimension reduction for regression, learning algorithms, advances
in neural network learning methods, ensemble learning, learning
random neural networks and stochastic agents, hybrid architectures,
self organization, connectionist cognitive science, cognitive
machines, neural dynamics and complex systems, computational
neuroscience, neural control, reinforcement learning and robotics
applications, robotics, control, planning, as well as bio-inspired
neural network on-chip implementation and applications. The second
volume contains 105 contributions related to neural networks,
semantic web technologies and multimedia analysis, bridging the
semantic gap in multimedia machine learning approaches, signal and
time series processing, data analysis, pattern recognition, visual
attention algorithms and architectures for perceptional
understanding and video coding, vision and image processing,
computational finance and economics, neural computing in energy
engineering, applications to biomedicine and bioinformatics,
applications to security and market analysis, as well as real world
applications.
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