Papers in English

D. Madigan, A. Genkin, D. D. Lewis, and D. Fradkin. Bayesian Multinomial Logistic Regression for Author Identification. 25th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering. San José, Aug 7-12, 2005

D. Madigan, A. Genkin, D. D. Lewis, S. Argamon, D. Fradkin, and Li Ye. Author Identification on the Large Scale. Joint Annual Meeting of the Interface and the Classification Society of North America. St. Louis, June 8 -- 12, 2005

A. Genkin, D. D. Lewis, D. Madigan. Large-Scale Bayesian Logistic Regression for Text Categorization. Submitted, 2005.

A. Dayanik, D. Fradkin, A. Genkin, P. Kantor, D. D. Lewis, D. Madigan, V. Menkov. DIMACS at the TREC 2004 Genomics Track. The Thirteenth Text Retrieval Conference (TREC 2004)

A.Genkin, I.Muchnik, C.Kulikowski. Set covering submodular maximization: an optimal algorithm for data mining in bioinformatics and medical informatics. Journal of Intelligent and Fuzzy Systems. 12:5-17, 2002. abstract

A.V.Genkin, V.A.Mikheev. The synthesis of voting collectives of regression trees. Pattern Recognition and Image Analysis, Vol. 7, #2, 1997. Pp.184-191

V. Yancher, A.Genkin. Multidimensional visualization using rectangles for business applications. DIMACS MiniWorkshop “Exploring Large Data Sets Using Classification, Consensus, and Pattern Recognition Techniques” 1996. abstract

A.Genkin, I.Muchnik, C.Kulikowski. Causal Coverage for Diagnostic Hypothesis Generation as Submodular Set Function Maximization. Proc. of the International Multidisciplinary Conference "Intelligent Systems: A Semiotic Perspective". 1996

A.Genkin, I.Muchnik. Fixed points approach to clustering. Journal of Classification. Vol. 10, No. 2, 1993

A.Genkin, I.Muchnik. Optimal search for the maximum of submodular function. Automation and Remote Control, 1990.

A.V.Genkin, P.N.Dubner. Aggregation algorithm for the problem of search for informative attributes. Automation and Remote Control. 1988.