Books and chapters
    -  Data Mining in Finance
Scientific Discovery and
       Computational Cognition

   Presentations and Video
   Ontological Data Mining
    -  Approach
    -  Theory and methods
     - Comparisons with
      other methods

   Computational Cognition
    -  Prediction problem
    -  Mearsurement theory
    -  Probabilistic formal

    -  Induction problem
    -  Natural classification
   Cognitive models
    -  Functional systems

    -  Computer models
    -  Perception
    -  Financial forecasting
    -  Bioinformatics
    -  Medicine
    -  Forensic Accounting
    -  Other
   Lectures and school-book
    -  Evgenii Vityaev
    -  Boris Kovalerchuk


Last updated 07/05/2020

Financial forecasting

  • Evgenii Vityaev, Boris Kovalerchuk. Data Mining For Financial Applications In: O. Maimon and L. Rokach(eds.), Data Mining and Knowledge Discovery Handbook: A Complete Guide for Practitioners and Researchers, Springer 2005, pp.1203-1224. (preliminary version)

  • Kovalerchuk B., Vityaev E. Data mining in finance: From extremes to realism Journal of Financial Transformation, v.11, August 2004, p.81-89 (preliminary version)

  • Kovalerchuk B., Vityaev E., Yusupov, H. Symbolic Methodology in Numeric Data Mining: Relational Techniques for Financial Applications Computational Engineering, Finance, and Science, cs.CE/0208022, 20 p. 2002.

  • B. Kovalerchuk, E. Vityaev Data Mining in Finance: Advances in Relational and Hybrid Methods. Kluwer Acad. Pub., 2000.

  • Kovalerchuk B., Vityaev E. Comparison of relational methods, attribute-based methods and hybrid methods. In: Proc. 14th IEEE International Symposium on Intelligent Control/Intelligent Systems and Semiotics ISIC/ISAS'99, September 15-17, 1999, Cambridge, Massachusetts, USA.

  • Kovalerchuk B., Vityaev E. Inductive Logic Programming for Discovering Financial Regularities, Workshop Data Mining in Finance, KDD 98, NY, 1998.

  • Kovalerchuk B., Vityaev E. Discovering Lawlike Regularities in Financial Time Series,  Journal of Computational Intelligence in Finance, Vol.6, No.3, pp.12-26,1998.