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staff:vatolkin:researchinterests [2010-06-09 13:27] |
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| - | ===== Empirical Analysis of Computational Intelligence Algorithms ===== | ||
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| - | * Evolutionary algorithms | ||
| - | * Swarm intelligence | ||
| - | * Multiobjective optimization | ||
| - | * CI methods for data mining | ||
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| - | ===== CI Methods for Music Information Retrieval ===== | ||
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| - | * Optimization of music classification chain | ||
| - | * Intelligent feature selection methods | ||
| - | * Learning of personal music categories | ||
| - | * Fuzzy methods using high-level feature analysis | ||
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| - | {{:staff:vatolkin:chain.png?600}} | ||
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| - | ---- | ||
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| - | <html><font color=#0000FF><b>Development of AMUSE (Advanced MUSic Explorer)</b></font></html> | ||
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| - | * Java open source framework for different MIR tasks | ||
| - | * Multi-tool extendable environment with shared interfaces and data interchange formats | ||
| - | * Algorithm evaluation and optimization methods | ||
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