===== 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