Victor Brailovsky 
Fields of interest
- Statistical Pattern Recognition
- Selecting Models from Data
- Cluster Analysis
- Discovering the underlying structure of image (signal) from data set
Courses
Recent Publications
- V.L. Brailovsky, Piecewise-smooth signal analysis and interpretation,
Advances in Intelligent Data Analysis, Ed. G.E. Lasker, Xiaohui Liu, vol.1,
16-22, 1995 (Published by The International Institute for Advanced Studies
in System Research and Cybernetics), Baden--Baden.
- M. Har-even, V.L. Brailovsky, Probabilistic validation approach for cluste-
ring, Pattern Recognition Letters, 16, 1189-1196, 1995.
- V.L. Brailovsky, On Some Problems of Modern Data Analysis and
Interpretation, Advances in Artificial Intelligence and Engineering
Cybernetics, Ed. G.E. Lasker, vol.III, 75-80, Baden--Baden, 1996.
(Published by The International Institute for Advanced Studies
in System Research and Cybernetics).
- V.L. Brailovsky, An Approach to Outlier Detection Based on Bayessian
Probabilistic Model, Proceedings of 13-th International Conference on
Pattern Recognition, vol.II, 70-74, Vienna, Austria, August 1996.
- V.L. Brailovsky, M. Har-even, Detecting a data set structure through
the use of nonlinear projections and stochastic optimization, Proceedings
of the 1-st IAPR TC1 Workshop on Statistical Techniques in Pattern Recognition,
7-13, Prague, Czech Republic, June 1997.
- V.L. Brailovsky, An approach to form recognition based on nonlinear
projections, search and optimization, Pattern Recognition
Letters, 18(11-13) (1997) 1099-1107.
- V.L. Brailovsky, M. Har-even, Detecting a data set structure through
the use of nonlinear projections and stochastic optimization. Kybernetika,
Vol 34(4) (1998) 375-380.
- K.Y. Kupeev, V.L. Brailovsky, A reinforced random algorithm for a partial
contour perceptual similarity problem. Pattern Recognition Letters, 19(3-4),
1998, 287-297.
- O. Barzilay, V.L. Brailovsky, On Domain Knowledge and Feature Selection
using a Support Vector Machine, Pattern Recognition Letters, 20(5), 1999,
475-484.
- R. Shpilman, V.L. Brailovsky, Fast and Robust Techniques for Detecting
Straight Line Segments Using Local Models, Pattern Recognition Letters, 20(9), 1999, 865-877.
- V.L. Brailovsky, O. Barzilay, R. Shahave, On Global, Local and
Neighborhood Kernels for Support Vector Machine, Accepted by Pattern Recognition Letters.
- office
- Schreiber bldg. room 001
- email
- brail@math.tau.ac.il
- phone
- work : +(972)-3-640-7139
- home : +(972)-3-649-0440
- fax : +(972)-3-640-9357
- postal mail
- Prof. Victor Brailovsky
- Department of Computer Science
- Tel-Aviv University
- Ramat Aviv, 69978 ISRAEL
Natura enim simplex est, et rerum causis superfluis non luxuriat (I. Newton, Principia)
