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staff:vatolkin:researchinterests [2015-09-08 15:53] (current)
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 +===== Empirical Analysis of Computational Intelligence Algorithms =====
 +
 +
 +  * Evolutionary algorithms ​
 +  * Swarm intelligence ​
 +  * Multiobjective optimization ​
 +  * CI methods for data mining
 +
 +===== CI Methods for Music Information Retrieval =====
 +
 +  * Optimization of music classification chain 
 +  * Intelligent feature selection methods ​
 +  * Learning of personal music categories ​
 +  * Fuzzy methods using high-level feature analysis ​
 +
 +{{:​staff:​vatolkin:​chain.png?​600}}
 +
 +===== Development of AMUSE (Advanced MUSic Explorer) =====
 +
 +  * Java open source framework for different MIR tasks 
 +  * Multi-tool extendable environment with shared interfaces and data interchange formats
 +  * Algorithm evaluation and optimization methods
 +
  
 
Last modified: 2015-09-08 15:53 (external edit)
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