Bruce E. Rosen

B.S. Mathematics/Computer Science (1982) University of California, Los Angeles
M.S. Computer Science (1986) University of California, Los Angeles
Ph.D. Computer Science (1991) University of California, Los Angeles

Areas of Interest

Neural networks, stochastic function optimization, parallel pattern recognition systems, scientific and biomedical computing, time series analysis, numerical and combinatorial optimization problems, and human computer interaction.

Summary of Research

My research examines using advanced, parallel simulated annealing and genetic algorithms methods in multivariate function approximation and combinatorial optimization tasks. My research also involves using neural network methods for pattern recognition and analysis, including time series analysis.

My publications are listed in my Curriculum Vitae also in downloadable postscript form. Click here for a compressed postscript version.

My work is cited in my Citation List also in postscript form. Click here for a compressed postscript version.

Representative Publications

"Automated Diagnosis of Fetal Outcomes from Cardiotocograms", submitted to ``IEEE Trans. on Biomedical Engineering'', 1997. Click here for a compressed postscript version.

"Rotationally Parameterized Very Fast Simulated Reannealing", submitted to ``IEEE Trans. on Neural Networks'', 1997. Click here for a compressed postscript version.

"Ensemble Learning using Decorrelated Neural Networks", ``Connection Science'', 8, 3-4, pp. 373-384, 1996. Click here for a compressed postscript version.

"Optimizing Neural Networks using Very Fast Simulated Reannealing", with J. M. Goodwin, ``Neural, Parallel & Scientific Computations'', 5, 3, pp. 383-392, September, 1997. Click here for a compressed postscript version.

"Simulated Annealing -- Basic and Recent Topics on Simulated Annealing," with R. Nakano, Japanese Society of Artificial Intelligence , Vol. 9, No. 3, 1994.

"Critical Block Simulated Annealing for Job Shop Scheduling", with T. Yamada and R. Naknao, Trans. IEE of Japan, Vol. 114-C, No. 4, 1994.

"Genetic algorithms and very fast simulated re-annealing: A comparison", with L. Ingber, Mathl. Comput. Modeling, Vol. 16, No. 1, 1992.

"Process Control with Adaptive Range Coding", with J. Goodwin and J. Vidal, Biological Cybernetics, Vol. 66, No. 4, 1992.

"Image Recognition and Reconstruction Using Associative Magnetic Processing", with J. Goodwin and J. Vidal, International Journal of Pattern Recognition and Artificial Intelligence, Vol. 6, No. 1, 1992.

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This page is maintained by
Bruce Rosen
(310) 206-3372
4532B Boelter Hall, UCLA, LA, CA, 90024
rosen@cs.ucla.edu
Last update: Tue September 29 18:06:56 CDT 1998