Paul Helman

Professor Emeritus
Computer Science Department
University of New Mexico


helman@cs.unm.edu

Selected Publications

• Gilfeather, F., Hamine, V., Helman, P., Hutt, J., Loring, T., Lyons, R., Veroff, R., Learning and modeling biosignatures from tissue images, Computers in Biology and Medicine, vol. 37, 2007, pp. 1539-1552. doc
  

• Helman, P. Model selection and model complexity: Identifying truth within a space saturated with random models, TR-CS-2005-30, submitted to Journal of the ACM, August 2005. pdf
  

• Helman, P., Veroff, R., Atlas, SR., and Willman, C., A Bayesian network classification methodology for gene expression data, Journal of Computational Biology, vol. 11, no. 4, August 2004, pp. 581-615. pdf
  

• Esponda, F., Forrest, F., and Helman, P., A formal framework for positive and negative detection schemes, IEEE Trans. on Systems, Man, and Cybernetics, vol. 34, no. 1, February 2004, pp. 357-373. postscript
  

• Helman, P., and Veroff, R., The application of automated reasoning to formal models of combinatorial optimization, Applied Mathematics and Computation, 120 (1-3) (2001) pp. 175-194.

• Helman, P., and Gore, R. Priortizing information for the discovery of phenomena, Journal of Intelligent Information Systems, vol. 11, no. 2, September/October 1998, pp. 99-138. postscript
  

• Helman, P. and Bhangoo, J., A statistically based system for prioritizing information exploration under uncertainty, IEEE Trans. on Systems, Man, and Cybernetics, vol. 27, no. 4, July, 1997, pp. 449-466. postscript
  

• D'haeseleer, P., Forrest, S., and Helman, P., An immunological approach to change detection: Algorithms, analysis and implications, Proceedings of the IEEE Symposium on Security and Privacy May 1996, pp. 110-119.

• Helman, P. and Liepins, G., Statistical foundations of audit trail analysis for the detection of computer misuse, IEEE Trans. on Software Engineering, 19(9):886-901 (1993).

• Helman, P., Moret, B., and Shapiro, H., An exact characterization of greedy structures, SIAM Journal on Discrete Math, 6(2):274-283 (1993).

• Helman, P. and Rosenthal, A., A mass production technique to speed multiple-query optimization and physical database design, ORSA Journal on Computing, (3)1:33-55 (1991).

• Helman, P., A common schema for dynamic programming and branch and bound algorithms, Journal of the ACM, 36(1):97-128 (1989).

• Helman, P., A family of NP-complete data aggregation problems, Acta Informatica, 26(5):485-499 (1989).

• Helman, P. and Veroff, R., Designing deductive databases, J. Automated Reasoning, 4(1):29-68 (1988). postscript
  

Books

• Helman, P. and Veroff, R., Intermediate Problem Solving and Data Structures: Walls and Mirrors, Benjamin Cummings Publishing Company, Menlo Park, California (1986).

• Helman, P. and Veroff, R., Walls and Mirrors: Intermediate Problem Solving and Data Structures (Modula-2 Edition), Benjamin Cummings Publishing Company, Menlo Park, California (1988).

• Helman, P., The Science of Database Management,, Richard D. Irwin, Inc., Burr Ridge, Ill. (1994).