Research interests

 

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My research focuses on the design of new (artificial intelligence / machine learning) algorithms for a variery of applications including optimization, systems of equations, clustering, classification, data analysis, and graphs.

I am currently working on:

  • dynamic optimisation
  • multiobjective optimisation
  • multi-input multi-output learning
  • pattern clustering, multidimensional time series clustering
  • graphs (networks) motifs, communities, patterns, clusters
  • multiple roots for systems of equations (in econometrics, physics, chemistry, biology)
  • learning from data (feature selection, transfer learning, active learning)  

     

     

     

     

     

     

     

     

     

     

     

     

     

     

     

 

 

 

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