Neural Computation - Learning algorithms, Neural network architectures, Stability and convergence analysis, Feed forward & recurrent networks, Neurodynamics & spiking neuron systems, Statistical neural network models, Cellular neural networks, Support vector machines, Principal and independent component analysis, Self-organizing maps.
Cognitive Science - Neurobiological systems, Perception, Emotion, Cognition, Selective attention, Vision and auditory models.
Evolutionary Computation - Evolutionary algorithms, Ant colony optimization, Particle swarm optimization, Classifier systems, Multi-objective evolutionary algorithms, Artificial life, Evolutionary intelligent agents, Artificial Immune systems, Evolutionary data mining.
Other Types in Natural computation - Quantum computing, Molecular & DNA computing, Bayesian network, Membrane computing.

FSKD'10 Topics

Fuzzy Theory and Foundations - Fuzzy theory and models, Stability of fuzzy systems, Mathematical foundations of fuzzy systems.
Fuzzy Methods and Algorithms - Fuzzy data analysis, Fuzzy image, speech and signal processing, vision and multimedia, Fuzzy control and robotics, Fuzzy hardware and architectures, Soft Computing, Fuzzy systems and the internet, Fuzzy optimization and modeling, Fuzzy decision and support.
Knowledge Discovery Foundations- Association rules, Classification, Clustering, Privacy preserving data mining, Statistical methods, Parallel/ Distributed data mining, KDD Process and human interaction, Knowledge management, Knowledge visualization, Reliability and robustness Issues.
Knowledge Discovery in Specific Domains - High dimensional data, Temporal data, Biomedical domains, Data streaming, Scientific databases, Semi-structured/unstructured data, Multimedia, Text, Web and the Internet, Graphic model discovery, Software warehouse and software mining.

Applications and Hybrid Systems

Computational intelligence, Bioinformatics, Neuroinformatics, Computer security, Web Intelligence, Web-based support systems, Fuzzy neural systems, Evolutionary neural systems, Evolutionary fuzzy systems, Evolutionary neuro-fuzzy systems, Financial engineering.