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@ E.Vityaev @ B.Kovalerchuk |
- E.Vityaev
- B.Kovalerchuk
- Data Mining in Finance
- Scientific Discovery and
Computational Cognition
- Scientific Discovery theory
- Our approach -
Relational Data Mining
- Prediction problem
- Mearsurement theory
- Induction problem
- Natural classification
- Brain activity
- Financial forecasting
- Bioinformatics
- Medicine
- Forensic Accounting
- Other applications
other methods
Chapters
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)