Paul Helman
Professor Emeritus
Computer Science Department
University of New Mexico
helman@cs.unm.edu
Ph.D., University of Michigan, 1982
Interests: machine learning, bioinformatics, database systems,
theory of algorithms
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. 15391552.
doc

Helman, P.
Model selection and model complexity: Identifying truth within a space
saturated with random models,
TRCS200530, 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. 581615.
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. 357373.
postscript

Helman, P., and Veroff, R.,
The application of automated reasoning
to formal models of combinatorial optimization,
Applied Mathematics and Computation, 120 (13) (2001) pp. 175194.

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. 99138.
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. 449466.
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. 110119.

Helman, P. and Liepins, G.,
Statistical foundations of audit trail analysis for the detection of
computer misuse,
IEEE Trans. on Software Engineering, 19(9):886901 (1993).

Helman, P., Moret, B., and Shapiro, H.,
An exact characterization of greedy structures,
SIAM Journal on Discrete Math, 6(2):274283 (1993).

Helman, P. and Rosenthal, A.,
A mass production technique to speed multiplequery optimization and
physical database design,
ORSA Journal on Computing, (3)1:3355 (1991).

Helman, P.,
A common schema for dynamic programming and branch and bound algorithms,
Journal of the ACM, 36(1):97128 (1989).

Helman, P.,
A family of NPcomplete data aggregation problems,
Acta Informatica, 26(5):485499 (1989).

Helman, P. and Veroff, R.,
Designing deductive databases,
J. Automated Reasoning, 4(1):2968 (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
(Modula2 Edition),
Benjamin Cummings Publishing Company, Menlo Park, California (1988).

Helman, P.,
The Science of Database Management,,
Richard D. Irwin, Inc., Burr Ridge, Ill. (1994).
Last Changed: August, 2007 by helman@cs.unm.edu