Serge D. Dvoenko, Dr. Sci. Tula State University Lenin Ave. 92, 300600 Tula Russia Phone: (087-2) 35-36-37 FAX: (087-2) 33-13-05 E-mail: dsd@uic.tula.ru

Citizenship: The Russian Federation

Academic History:

2001, December

Dr.Sci., Computing Center of the Russian Academy of Sciences, Moscow.

Thesis: Methods of Pattern Recognition for Arrays of Interrelated Data

1992

Ph.D. degree, Institute of Control Problems of the Russian Academy of Sciences, Moscow.

Thesis: Training Algorithms for Event Recognition in Experimental Waveforms.

1980

M.S. degree, Tula Polytechnic Institute, Department of Automation and Remote Control.

Scientific History:

Since 2003

Professor,
Tula State University, Faculty of Cybernetics.

Lecture Courses: General Systems Theory, Methods of Pattern Recognition, Functional and Logical Programming, Algorithms and Data Structures, Theory of Algorithms

Theoretical Research: Pattern recognition for interrelated data, statistical pattern recognition, cluster-analysis, hidden Markov models for signals and random fields

2001-2002

Associate Professor,
Tula State University, Faculty of Cybernetics.

Lecture Courses: General Systems Theory, Methods of Data Analysis and Pattern Recognition, Functional, Logical, and Object-Oriented Programming, Algorithms and Data Structures, CAD Systems.

Researcher,
Tula State University, Faculty of Cybernetics.

Theoretical Research: Pattern recognition for interrelated data, statistical pattern recognition, cluster-analysis, hidden Markov models for signals and random fields

Applications: recognition of handwritten symbols, analysis of geophysical spatial data.

1998-2000

Person working for doctor's degree,
Tula State University, Faculty of Cybernetics.

Research: Pattern recognition for Arrays of Interrelated Data (structured signals and Markov random fields)

1994-1997

Associate Professor,
Tula State University, Faculty of Cybernetics.

Lecture Courses: Automatic Control Theory, Computer-Aided Design Systems, Mathematical Systems Theory, Methods of Data Analysis and Pattern Recognition.

Researcher,
Tula State University, Faculty of Cybernetics.

Theoretical Research: Pattern recognition in signals with changing probabilistic properties, statistical pattern recognition, cluster-analysis.

Applications: recognition of handwritten symbols, analysis of spatial data, computer telephony.

1987-1990

Post Graduate Student,
Institute of Control Sciences of the Russian Academy of Sciences, Moscow.

Research: Pattern recognition in signals with changing probabilistic properties.

Scientific Interests:

Models of random processes and fields with changing probabilistic properties, change detection in random processes and fields, pattern recognition in signal and image analysis, cluster-analysis.

Publications:

More, than 30 scientific publications.

Some papers in English:

Dvoyenko, S.D., Mottl, V.V., and I.B. Muchnik, "Supervised learning recognition of events in signals and experimental waveforms", IFAC/IMACS Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS'91, Baden-Baden, FRG, September 10-13, 1991.

Dvoyenko, S.D., Mottl, V.V., Muchnik I.B., and M.N. Nikolsky, "Pattern recognition in experimental waveforms", Pattern Recognition and Image Analysis, Advances in Mathematical Theory and Applications in the USSR, Vol. 1, No. 1, 1991, pp. 87-98.

S.D. Dvoenko, "Recognition of a sequence of events on a finite time interval", Automation and Remote Control, Vol. 52, No. 5, 1991, pp. 711-718.

Mottl, V.V., and S.D. Dvoenko, "Supervised recognition of events in signals with changing probabilistic properties", IEEE Workshop on Nonlinear Signals and Image Processing. Neos Marmaras, Greece, June 20-22, 1995. Vol. 1, pp. 238-241.

Dvoenko, S.D., and V.V. Mottl, "Real Time Recognition of Events in an Experimental Curves", Pattern Recognition and Image Analysis, Vol. 7, No2, 1997, pp. 208-217.

Mottl, V., Dvoenko, S., Levyant, V., and I. Muchnik, "Pattern recognition in spatial data: A new method of seismic explorations for oil and gas in crystalline basement rocks", 15th International Conference on Pattern Recognition, September 3-8, 2000, Barcelona, Spain, Vol. 3, pp. 210-213.

Mottl, V.V., Dvoenko, S.D., and O.S. Seredin, "Pattern Recognition in Metric Space", Pattern Recognition and Image Analysis, Vol. 11, No. 1, 2001, pp. 65-68.

Mottl, V.V., Dvoenko, S.D., and O.S. Seredin, "Leave-One-Out Verification Procedure in Pattern Recognition Training Based on Support Vector Method", Pattern Recognition and Image Analysis, Vol. 11, No. 1, 2001, pp. 91-94.

Mottl, V.V., Dvoenko, S.D., Levyant, V.B, and I.B. Muchnik, "Pattern Recognition in Spatial Data Arrays", Pattern Recognition and Image Analysis, Vol. 11, No. 1, 2001, pp. 61-64.

Mottl, V.V., Dvoenko, S.D., Seredin, O.S., and O.V. Krasotkina, "Machine Learning for Signal Recognition by the Criterion of Decision Rule Smoothness", Pattern Recognition and Image Analysis, Vol. 11, No. 1, 2001, pp. 87-90.

Mottl,V.V., Dvoenko, S.D., Seredin, O.S., Kulikowski, C.A., and I.B. Muchnik, "Featureless Regularized Recognition of Protein Fold Classes in a Hilbert Space of Pairwise Alignment Scores as Inner Products of Aminoacid Sequences", Pattern Recognition and Image Analysis, Vol. 11, No. 3, 2001, pp. 597-615.

S.D. Dvoenko, "About classification and cluster-analysis problems", "About cluster or group number selecting", "Method of non-hierarchical partitioning", "Selection of optimal partitioning", "About restoring of missing data", http://lda.tsu.tula.ru (Demo).