Main publications

BOOK & BOOK Chapters

[1] Boris Kovalerchuk and Evgenii Vityaev Data Mining in Finance: Advances in Relational and Hybrid Methods, Kluwer Acad. Pub., 2000.

[2] 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, Kluwer Academic Publishers, Boston, forthcoming, 2004, 22p

[3] 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

[4] 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

[5] 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)

PAPERS

[6] Vityaev E.E. N.A.Bernshtein motions theory explanation. In: Proceedings of the all-Russian conference "Neuroinformatics-2005", part 1., ?oscow Engineers-Physical Institute, Moscow, 2005, pp.234-240 (in Russian)

[7] Evgenii Vityaev, Boris Kovalerchuk Empirical Theories Discovery based on the Measurement Theory. Mind and Machine, v.14, #4, 551-573, 2004

[8] Kovalerchuk B., Vityaev E. Data mining in finance: From extremes to realism Journal of Financial Transformation, v.11, August 2004, p.81-89

[9] Mikhienko E.V., Vityaev E.E. Functional System Operation Modeling. In: Proceedings of the all-Russian conference "Neuroinformatics-2004", Part 2., Moscow Engineers-Physical Institute, Moscow, 2004, pp.124-129.(in Russian)

[10] Logvinenko A. D., Byth W. and Vityaev E. E. In search of an illusive hard threshold: a test of observer's ability to order sub-threshold stimuli. Vision Research v. 44 (3), 2004, p.287-296

[11] Kovalerchuk, B., Vityaev, E., Detecting patterns of fraudulent behavior in forensic accounting, In: Proc. of the Seventh International Conference "Knowledge-based Intelligent Information and Engineering on Systems", Oxford, UK, Sept, 2003, part 1, pp. 502-509.

[12] D.Yu. Oshchepkov, I.I. Turnaev, M.A. Pozdnyakov, L. Milanesi, E.E. Vityaev, N.A. Kolchanov. SITECON - A Tool For Analysis Of Dna Physicochemical And Conformational Properties: E2f/Dp Transcription Factor Binding Site Analysis And Recognition. In: Bioinformatics of Genome Regulation and Structure. ed. by N.Kolchanov and R. Hofestaedt, Kluwer Academic Publishers, Boston/Dordrecht/London, 2003, pp.93-102.

[13] D. Yu. Oshchepkov, I.I. Turnaev, and E.E. Vityaev, SITECON: A method for recognizing transcription factor binding sites basing on analysis of their conservative physicochemical and conformational properties (2003) In: Proceednings of the First International Moscow Conference on Computational Molecular Biology (MCCMB'2003), pp 178-179

[14] Vityaev E., Khomicheva I Stating of induction problem using second level laws of nature In: Probabilistic ideas in science and philosophy, Novosibirsk, 2003, pp.72-86.

[15] E. Vityaev, E. Harlamov Prediction notion formalization. In: Probabilistic ideas in science and philosophy (Proceedings of the reagion conference, Novosibirsk, 23-26 sept., 2003), Novosibirsk, 2003, p.79-82 (in Russian)

[16] Evgenii Vityaev, Irina Khomicheva Goodman's paradox generalizations. In: Proceedings of the 12th International Congress of Logic Methodology and Philosophy of Science, (12 International Congress of Logic, Methodology and Philosophy of Science Oviedo (Spain), August 7-13 2003), 2003, pp.146-147.

[17] 92. Kovalerchuk, B., Vityaev, E., Yusupov, H. Symbolic Methodology in Numeric Data Mining: Relational Techniques for Financial Applications. arXiv.org: Computational Engineering, Finance, and Science, cs.CE/0208022, 20 p. 2002. http://arxiv.org/ftp/cs/papers/0208/0208022.pdf

[18] Boris Kovalerchuk, Evgenii Vityaev. Correlation of complex evidences and link discovery. In: Proceedings of the Fifth International Conference on Forensic Statistics (Venice International University, Isola di San Servolo, Venice, Italy, from August 30 to September 2, 2002), Venice, 2002

[19] Evgenii Vityaev, Boris Kovalerchuk. Inverse Visualization in Data Mining In: Proceedings of the International Conference on Imaging Science, Systems, and Technology Eds.: Hamid R. Arabnia, Youngsong Mun, Las Vegas, Nevada, USA, June 24-27, 2002, CSREA Press, v.1, 133-138

[20] Vityaev E.E., Orlov Yu.L., Pozdnyakov M.A., Vishnevsky O.V., Kolchanov N.A., Kovalerchuk B.K. Knowledge Discovery for Promoter Structure Analysis. In: Proceedings of the International Conference on Imaging Science, Systems, and Technology Eds.: Hamid R. Arabnia, Youngsong Mun, Las Vegas, Nevada, USA, June 24-27, 2002, CSREA Press, v.1, 122-128

[21] Vityaev E., Khomicheva I. Goodman's induction paradox. In: Methodological problems of cognitive processes. In: Proceedings of the Institute of mathematics SD RAS (Computer systems, #170), Novosibirsk, 2002 (in Russian)

[22] Eugenie E. Vityaev, Irina V. Starikova Two new principles of brain activity. In: PAST CONFERENCES PROCEEDINGS SCI 2002/ISAS 2002 (The 6th World Multiconference on Systematics, Cybernetics and Information, July 14-18, 2002, Orlando, Florida) VOLUME XIII.

[23] Vityaev E.E., OrlovYu.L., Vishnevsky O.V., Kovalerchuk B.Ya., Belenok A.S., Podkolodnii N.L., Kolchanov N.A. Knowledge Discovery for Gene Regulatory Regions Analysis, In: Knowledge-Based Intelligent Information Engineering Systems and Allied Technologies, KES 2002. Eds. E.Damiani, R. Howlett, L.Jain, N. Ichalkaranje, IOS Press, Amsterdam, 2002, part 1, pp. 487-491.

[24] Vityaev E.E. et al., Computer system "Gene Discovery" for promoter structure analysis, In Silico Biol. 2 (2002) 0024

[25] Vityaev E.E., OrlovYu.L., Pozdnyakov M.A., Levitsky V.G., Vishnevsky O.V., Podkolodnii N.L., Kolchanov N.A. Computer system "Gene Discovery" for regularities retrieving and knowledge representation in integrated electronic library "GeneExpress" on gene expression regulation. (RCDL'2002 - Forth All Russia conference "Electronic libraries: perspective methods and technologies, electronic collections", Dubna, 15-17 oct. 2002), 6p (in Russian). http://rcdl2002.jinr.ru/login_r.htm.

[26] Orlov Yu.L., Vityaev E.E., Vishnevsky O.V., Belenok A.S., Kovalerchuk B.K., Pozdnyakov M.A., Kolchanov N.A. Program "Gene Discovery" for Pattern Matching in Promoter Sequences In: Proceedings of the German Conference on Bioinformatics, GCB '01, October 7 - 10, 2001, Braunschweig, Germany, (ISBN 3-00-008114-3) p.215-216.

[27] Vityaev E.E., OrlovYu.L., Vishnevsky O.V., Kovalerchuk B.K., Belenok A.S., Podkolodnii N.L., Kolchanov N.A. Computer system "Gene Discovery" for functional annotation of DNA sequences. In: ECML'2001 Workshop Machine Learning as Philosophy of Science Ed. K.B. Korb, H. Bensusan, Freiburg, Sept., 2001. p.1-11.

[28] Vityaev E.E., Vishnevsky O.V. Analysis and Recognition of Erythroid-Specific Gene Promoters basing on trancated Oligonucleotide Motifs, J. Mol. Biology, 2001, 35:6 (in Russian).

[29] Pozdnyakov M.A., Vityaev E.E., Anan'ko E.A., Ignat'eva E.V., Podkolodnaya O.A., Podkolodnii N.L., Lavryshev S.V., Kolchanov N.A., Comparative Analysis of Methods Recognizing Potential Transcription Factor Binding Sites. J. Mol. Biology, 2001, 35:6 (in Russian).

[30] Vityaev E.E. Reflective and cogitative program systems. In: Reflective control (International symposium "Reflective processes and control", 8-10 October, 2001, Moscow), Proceedings eds. V.E.Lepskii, Institute of Psychology RAS, 2000, pp.192

[31] B. Kovalerchuk, E. Vityaev, J. Ruiz. Consistent knowledge discovery in medical diagnosis. IEEE Engineering in Medicine and Biology Magazine (special issue “Data Mining and Knowledge Discovery”), July/August 2000, pp.26-37.

[32] Kovalerchuk, B., Triantaphyllou, E, Ruiz, J., Torvik, V., Vityaev, E. The Reliability Issue of Computer-Aided Breast Cancer Diagnosis, Computers and Biomedical Research, 2000 Aug;33(4):296-313

[33] Vityaev E.E., Podkolodny N.L., Vishnevsky O.V., Kosarev P.S., Ananko E.A., Ignatieva E.V., Podkolodnaya O.A., Kolchanov N.A. Detecting patterns of structure-function organization of regulatory genomic sequences in a first-order logic // Proceedings of the Second International Conference on Bioinformatics of Genom Regulation and Structure (BGRS’2000, Novosibirsk, Russia, August 7-11, 2000), V1, ICG, Novosibirsk, 2000, pp. 150-152.

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

[35] Vityaev E.E., Logvinenko A.D. Natural Laws Discovery on Empirical systems and axiom systems of the measurement theory testing. In: Sociology: Methodology, Methods, Mathematical Models #10, Scientific Journal of the Russian Academy of Science, 1998, ?. 97-121.

[36] Vityaev E.E. Formal model of brain activity founded on prediction principle, Models of cognitive process. (Computational Systems, v.164), Novosibirsk, 1998, p.3-62. (in Russian).

[37] Kovalerchuk, B., Vityaev E. Discovering Lawlike Regularities in Financial Time Series, Journal of Computational Intelligence in Finance, v.6, No.3, 1998, p.12-26.

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

[39] Kovalerchuk, B., Ruiz J.F., Vityaev E., Fisher S. Prototype Internet consultation system for radiologists Journal of Digital Imaging, v.11, No.3, Suppl. 1, 1998, pp. 22-26.

[40] Vityaev E.E. Probabilistic forecasting and prediction as principle of brain activity. Measurement and models of cognitive processes. (Computational Systems, v.162), Novosibirsk, 1998, p.14-40. (in Russian).

[41] Kovalerchuk, B., Vityaev, E., Ruiz J. Design of Consistent System for Radiologists to Support Breast Cancer Diagnosis. Proc. of Joint International Conf. of Information Sciences, March 1-5, 1997, Research Triangle Park, NC, Duke University, 1997, v.2, p.118-121.

[42] Logvinenko A.D., Byth W., Vityaev E.E. We can order subthreshold stimuli: Evidence in favour of a fuzzy sensory threshold. 1997, (Submitted to Perception & Psychophysics).

[43] Vityaev E.E. Purposefulness as the principle of brain activity. Models of cognitive process. (Computational Systems, v.158), Novosibirsk, 1997, p.9-52. (in Russian).

[44] Kovalerchuk, B., Triantaphyllou, E., Despande, A., Vityaev, E., Interactive Learning of Monotone Boolean Function. Information Sciences, v.94, issue 1-4, 1996, p.87-118.

[45] Kovalerchuk, B., Vityaev, E., Triantaphyllou, E. How Can AI Procedures Become more Effective for Manufacturing? Artificial Intelligence and Manufacturing Research planing workshop June 24-26, 1996, Albuquerque, New Mexico, AAAI Press, 1996, p.103-111.

[46] Vityaev, E., Kovalerchuk, B., Logical Data Analysis of structural objects. The Fourth International conference on Computational Biology: Intelligent Systems for Molecular Biology ’96. Abstract #166, http://altredo.wustl.edu/ismb96/abs/Kovalerchuk_Boris.html

[47] Kovalerchuk, B., Triantaphyllou, E., Vityaev, E., Monotone Boolean Function Learning Technique Integrated with User Interaction. Proc. of 12th International Conf. on Machine Learning, Workshop "Learning from Examples", Tahoe City, USA, 1995, p.41-48.

[48] Vityaev E., Logvinenko A. Axiom systems testing method, Computational Systems, Theory of computation and languages of specification, (Computational Systems, v.152), Novosibirsk, 1995, p.119-139. (in Russian).

[49] Vityaev E.E. Principle of brain activity and cognitive process in science and art. Part 1. Physiological theories. Chair of Logic and Methodology of Science,(methodical designations), Novosibirsk State University, Novosibirsk, 1995, p.60. (in Russian).

[50] Vityaev E.E., Moskvitin A.A. Introduction to Discovery Theory. Program system DISCOVERY. Logical methods in Informatics (Computational Systems, v.148), Novosibirsk, 1993, p.117-163. (in Russian)

[51] Vityaev E.E., Kostin V.S. Natural Classification as the law of Nature Intelligent systems and Methodology, (Materials of practical-science symposium "Intelligent supporting of activity in complex subject domains", Novosibirsk, 7-9 apr., 1992), part 4, Novosibirsk, 1992, p.107-115. (in Russian)

[52] Vityaev E.E. Semantic approach to knowledge base creating. Semantic probabilistic inference of the best for prediction PROLOG-programs by a probability model of data Logic and Semantic Programming (Computational Systems, v.146), Novosibirsk, 1992, p.19-49. (in Russian)

[53] Vityaev E.E. Detection of regularities (Methodology, method, program system SINTEZ). 1. Methodology. Methodological problems of Science (Computational Systems, v.138), Novosibirsk, 1991, p.26-60. (in Russian)

[54] Vityaev E.E. Prediction and inductive synthesis of PROLOG - programs by a probabilistic model of data Institute of Mathematics, Novosibirsk, 1990. (in Russian & English)

[55] Vityaev E.E., Novikov V.F. Induction methods paradoxically, International J. of Pattern Recognition and Artificial Intelligence, v.3, n.1, 1989, p.147-157.

[56] Vityaev E.E. Logic-operational approach to Data Analysis, Complex approach to Data Analysis in sociology, Institute of Sociological research, Moscow, 1989, p.113-122. (in Russian)

[57] Vityaev E.E., Podcolodny N.L. From expert systems to systems producing subject field theories Computer analysis of structure, function and evolution of genetic macromolecules, Institute of Cytology and Genetics, Novosibirsk, 1989, p.264-282. (in Russian)

[58] Vityaev E.E., Moskvitin A.A. LADA - logical data analysis program system Data analysis methods (Computational systems, v.111), Novosibirsk, 1985, p.38-58. (in Russian)

[59] A Vityaev E.E. Constructive numerical representation of values Data analysis methods (Computational Systems, v.111), 1985, p.23-32. (in Russian)

[60] Vityaev E.E. Extensive scales as abstract data types, All-Union conference on applied logic, Novosibirsk, 1985, p.37-39. (in Russian)

[61] Vityaev E.E. Numerical, algebraic and constructive representations of one physical structure Logico-Mathematical foundations of problem MOZ [Method of Regularities Determination] (Computational Systems, v.107), 1985, Novosibirsk, p.40-51. (in Russian)

[62] Vityaev E.E. Classification as a determination of groups of objects that satisfy different sets of consistent regularities, Computational Systems, v.99, 1983, Novosibirsk, p.44-50. (in Russian)

[63] Vityaev E.E., Novikov V.F. Induction methods paradoxically. Methods of regularities determining with the help of ECM. (Computational Systems, v.91), 1981, Novosibirsk, p76-90. (in Russian)

[64] Vityaev E.E. Regularities in the empirical systems languages and classical physics laws Computational Systems, v.79, Novosibirsk, 1979, p.45-56. (in Russian)

[65] Vityaev E.E. Detection of regularities expressed by universal formulas Empirical Prediction and pattern Recognition (Computational Systems, v.79), 1979, Novosibirsk, p.57-59. (in Russian)

[66] Vityaev E.E. Regularities in the empirical systems languages Empirical Prediction and pattern Recognition (Computational Systems, v.76), Novosibirsk, 1978, p.3-14. (in Russian)

[67] Vityaev E.E. Method of regularities determination and method of prediction Empirical Prediction and Pattern Recognition (Computational Systems, v.67), 1976, p.54-68. (in Russian)

[68] Vityaev E.E. Algorithm of empirical predictions Computational Systems, v.61, Novosibirsk, 1975, p.28-36. (in Russian)

[69] Vityaev E.E., Gavrilko B.P., Zagoruiko N.G., Samokhvalov K.F. Demands to prediction algorithms, Computational Systems, v.50, Novosibirsk, 1972, p.100-105. (in Russian)