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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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| + | ===== Development of AMUSE (Advanced MUSic Explorer) ===== | ||
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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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