Main
   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

   Artificial Intelligence
    -  Task approach to AGI
    -  Prediction problem
    -  Mearsurement theory
    -  Probabilistic formal
      concepts

    -  Induction problem
    -  Natural classification
   Cognitive models
    - 
Principals
    -  Functional systems
      theory

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


Рейтинг@Mail.ru

Last updated 09/01/2022

Books

Boris Kovalerchuk and Evgenii Vityaev
Data Mining in Finance: Advances in Relational and Hybrid Methods, Kluwer Acad. Pub., 2000.
Foreword  by Gregory Piatetsky-Shapiro
Contents   Preface   Kluwer flyer

Витяев Е.Е.  Извлечение знаний из данных. Компьютерное познание. Моделирование когнитивных процессов., Новосибирск, НГУ, 2006. 293с.

















  • E.E. Vityaev, T.I. Shipilov, M.A. Pozdnyakov, O.V. Vishnevsky, A.L., Proscura, Yu.L. Orlov, P. Arrigo. Software for analysis of gene regulatory sequences by knowledge discovery methods. In: Bioinformatics of Genome Regulation and Structure II. (Eds. N.Kolchanov and R. Hofestaedt) Springer Science+Business Media, Inc. 2006, pp. 491-498. (preliminary version)

  • 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)

  • Evgenii Vityaev, Boris Kovalerchuk. Visual data mining with simultaneous rescaling In: Visual and Spatial Analysis. Advances in Data Mining, Reasoning and Problem Solving. Kluwer, 2004, pp. 371-385 (preliminary version)

  • Nikolay A. Kolchanov, Mikhail A. Pozdnyakov, Yury L. Orlov, Oleg V. Vishnevsky, Nikolay L. Podkolodny, Eugenii E. Vityaev and Boris Kovalerchuk. Computer System "Gene Discovery" for Promoter Structure Analysis In: Artificial Intelligence and Heuristic Methods in Bioinformatics, Eds: P. Frasconi and R. Shamir, IOS Press, 2003, pp.173-192 (preliminary version)

  • Kovalerchuk, B., Vityaev E., Ruiz J.F.,  Consistent and Complete Data and "Expert" Mining in Medicine. In: Medical Data Mining and Knowledge Discovery (Book chapter),  Springer, 2001, pp. 238-280 (preliminary version)