Author Vityaev /Scientific Discovery

Russian Academy of Science,
630090, Novosibirsk, Russia
Fax: 7-(383)-333-25-98
home: 7-(383)-336-13-93
E-mail:

AREAS OF SPECIALIZATION

Scientific Discovery, Knowledge Discovery and Data Mining, Machine Learning, Pattern Recognition, Bioinformatics, Applications.

EDUCATION

Doctoral dissertation: "Logic-probability methods of knowledge discovery and computational cognition"

Academy of Science of the USSR: Institute of Mathematics (Novosibirsk)
Dissertation: "Data Analysis in the languages of empirical systems".
Adviser Prof. N.G. Zagoruiko.

Novosibirsk University, rated among three top schools in the USSR.
M.S. Thesis "On logical problems of computability"
Adviser Academician Yu.L.Ershov.

Physical-Mathematical academy for gifted students at the Novosibirsk University.

LANGUAGES

SKILLS

Methods and software for: Pattern Recognition; Optimization; Multivalued Statistical Analysis; Cluster Analysis; Graph Theory Methods; Boolean Functions Methods; Classical Math Methods: Differential and Integral Equations, Linear Algebra; Numerical Methods; Non-classic Inference.

PROFESSIONAL EXPERIENCE

Institute of Mathematics, Russian Academy of Science (Novosibirsk)
Laboratory of Information-logical systems (1972-1983);
Computational theory and Applied logic;
Laboratory of logical foundations of Computer Science.

Laboratory of Theoretical Genetics, Institute of Cytology and Genetics, Russian Academy of Science (Novosibirsk).

Computer Science Department, Central Washington university, (US).

Louisiana State University, National Research Council Grant (US).

Queen's University of Belfast, Royal Society Fellowship (United Kingdom).

"Logic and Methodology of Data Analysis," Academy of Science (Novosibirsk).

GRANTS and AWARDS

(Mathematics-informative Research Institute at the Novosibirsk State University), grant # 93-I-88-12,

"Far-out logical systems and their applications to knowledge representation"

(Institute of Mathematics SB Russian Academy of Science), grant # 93-01-01506a, "Definability in admissible sets"

1996-1998 Russian Foundation for Basic Research (Institute of Mathematics SB Russian Academy of Science),

grant # 96-06-80570a, "Formal models of Cognitive process"

2000-2002 Integration project of the Siberian Branch of the Russian Academy of Science ¹65

"Modeling of Fundamental Genetics processes and systems"

(Institute of Cytology and Genetics SB Russian Academy of Science), grant # 01-07-90376-â,

"Integrated electronic library on space structure and functions DNA, RNA, proteins and genetic networks"

(Institute of Cytology and Genetics SB Russian Academy of Science), grant # 02-07-90355c,

"Gene Discovery set of programs development for knowledge bases creating for all the levels

(CNR ISMAC, Genova Italy, Institute for the Study of Macromolecules and Institute of Cytology and Genetics,

SB Russian Academy of Science), grant # LST.CLG.979815,

"Development Of An Integrative Approach For Transcription Regularity Rule Extraction"

2003-2005 Integration project of the Siberian Branch of the Russian Academy of Science ¹119

"Modeling of Fundamental Genetics processes and systems"

LIST OF MAIN PUBLICATIONS (FULL LIST OF PUBLICATIONS IN RUSSIAN)

BOOK & Book Chapters

[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 (preliminary version)

[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 (preliminary version)

[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 (preliminary version)

PAPERS

[4] 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. http://www.bioinfo.de/isb/gcb01/poster/index.html

[5] Vityaev E.E., Orlov Yu.L., Vishnevsky O.V., Kovalerchuk B.K.; Belenok A.S., Podkolodny A.S., Kolchanov N.A. Computer System "Gene Discovery" for Functional Annotation of DNA Sequences. In: Proceedings of Workshop Machine Learning as Experimental Philosophy of Science, ECML/PKDD 2001, (Eds. K.B. Korb, H. Bensusan) Freiburg, Germany, 3-7, September 2001, Freiburg University, p1-11. http://www.informatik.uni-freiburg.de/~ml/ecmlpkdd/WS-Proceedings/w02/index.html

[6] Vityaev E.E., Orlov Yu.L., Vishnevsky O.V., Belenok A.S., Kolchanov N.A. Computer System "Gene Discovery" to Search for Patterns in Eukaryotic Regulatory Nucleotide Sequences, Mol. Biology (Mosk.),. 2001, 35(6), 952-960. (In Russian).

[7] Vishnevsky O.V., Vityaev E.E. Analysis and Recognition of Erythroid-Specific Gene Promoters basing on truncated Oligonucleotide Motifs, Mol. Biology (Mosk.), 2001, 35(6), 979-986. (In Russian).

[8] Pozdnyakov M.A., Vityaev E.E., Anan'ko A.A., Ignat'eva A.V., Podkolodnaya O.A., Podkolodnii N.L., Lavryshev S.V., Kolchanov N.A., Comparative Analysis of Methods Recognizing Potential Transcription Factor Binding Sites. Mol. Biology (Mosk.), 2001, 35(6), 961-969. (In Russian).

[9] Vityaev E.E. Reflective and cogitative computer systems. Reflective control. In: International symposium " Reflective processes and control" 8-10 Oct. 2001, Moscow, Edd. V.Å.Lepskii, Moscow, Institute of Psychology RAS, 2000, p.192. (in Russian)

[10] Vashenko V.V., Vityaev E.E., Zagoruiko N.G., Maltcev À.À., Nepeivoda N.N., Palchunov D.E., Pirkin S.G., Tkachev À.V. Reflective program systems. Siberian journal of industrial mathematics, v.4, #1(7), 2001, 22-28. (in Russian).

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

[12] 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

[13] Vityaev E.E. Two new principals of brain activity formalization. In: Neuroinformatics and Applications (VIII Russian Seminar 6-8 oct. 2000, Krasnoyarsk), Edd. À.N.Gorban, Krasnoyarsk, 2000, p.33-34 (in Russian)

[14] 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.

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

[16] 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.

[17] 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.

[18] Vityaev E.E., Logvinenko A.D. Regularities determining on empirical systems and Measurement Theory axiom systems testing. In: Sociology: Methodology, Methods, Mathematical Models v.10, Scientific Journal of the Russian Academy of Science, 1998, ñ. 97-121 (in Russian).

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

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

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

[22] 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.

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

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

[25] Logvinenko A., Vityaev E. Method of axiom systems testing. In: Theory of computation and languages of specification, (Computational Systems, v.152), Novosibirsk, 1995, p.119-139. (in Russian).

[26] 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).

[27] Vityaev E.E., Moskvitin A.A. Introduction to Discovery Theory. Program system DISCOVERY. In: Logical methods in Informatics (Comp. Syst., v.148), Novosibirsk, 1993, p.117-163. (in Russian)

[28] Vityaev E.E., Kostin V.S. Natural Classification as the law of Nature. In: 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)

[29] 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. In: Logic and Semantic Programming (Computational Systems, v.146), Novosibirsk, 1992, p.19-49. (in Russian)

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

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

[32] 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.

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

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

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

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

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

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

[39] 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)

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

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

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

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

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

[45] 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)

EVGENII E. VITYAEV, Professor

SOBOLEV INSTITUTE OF MATHEMATICS