R.E. Valdes-Perez, V. Pericliev, and F. Pereira
Concise, Intelligible, and Approximate Profiling of Multiple Classes
International Journal of Human Computer Systems, 53(3):411-436, 2000.

R.E. Valdes-Perez
Discovery Tools for Science Applications
Communications of the ACM, 42(11):37-41, November 1999.

R.E. Valdes-Perez
Principles of Human Computer Collaboration for Knowledge Discovery in Science
Artificial Intelligence, 107(2):335-346, 1999.

H.A. Simon, R.E. Valdes-Perez, and D.H. Sleeman
Editorial: Scientific Discovery and Simplicity of Method
Artificial Intelligence, 91(2):177-181, 1997.

R.E. Valdes-Perez
A New Theorem in Particle Physics Enabled by Machine Discovery
Artificial Intelligence, 82(1-2):331-339, 1996.

R.E. Valdes-Perez
Computer Science Research on Scientific Discovery
Knowledge Engineering Review, 11(1):57-66, 1996.

R.E. Valdes-Perez
Some Recent Human/Computer Discoveries in Science and What Accounts for Them
AI Magazine, 16(3):37-44, 1995.

R.E. Valdes-Perez
Machine Discovery in Chemistry: New Results
Artificial Intelligence, 74(1):191-201, 1995.

R.E. Valdes-Perez
Algebraic Reasoning about Reactions: Discovery of Conserved Properties in Particle Physics
Machine Learning, 17(1):47-68, 1994.

R.E. Valdes-Perez
Conjecturing Hidden Entities via Simplicity and Conservation Laws: Machine Discovery in Chemistry
Artificial Intelligence, 65(2):247-280, 1994.

Other

Raul E. Valdes-Perez, Andrew V. Zeigarnik, and Jerome Pesenti
Similarities and Differences among Catalysts:
Clustering and Profiling Diverse Data on Chemical Reactions
to appear, Handbook on Knowledge Discovery and Data Mining, W. Klosgen and J.M. Zytkow, eds., Oxford University Press, 1999.

V. Pericliev and R.E. Valdes-Perez
A Procedure for Multi-Class Discrimination and Some Linguistic Applications
Proceedings of the 17th International Conference on Computational Linguistics and of the 36th Annual Meeting of the Association for Computational Linguistics, (COLING-ACL), Montreal, 1998.

R.E. Valdes-Perez and V. Pericliev
Maximally Parsimonious Discrimination: A Generic Task from Linguistic Discovery
Proceedings of National Conference on Artificial Intelligence, 1997.

R.E. Valdes-Perez
Generic Tasks of Scientific Discovery
Working Notes of AAAI Spring Symposium on Systematic Methods of Scientific Discovery, 1995.

A. Perez and R.E. Valdes-Perez
Discovering Complex Patterned Behavior: New Applications
Working Notes of AAAI Spring Symposium on Systematic Methods of Scientific Discovery, 1995.

R.E. Valdes-Perez and A. Perez
A Powerful Heuristic for the Discovery of Complex Patterned Behavior
Machine Learning: Proceedings of the Eleventh International Conference, 1994.

R.E. Valdes-Perez, J.M. Zytkow, and H.A. Simon
Scientific Model-Building as Search in Matrix Spaces
Proceedings of National Conference on Artificial Intelligence, 1993.

R.E. Valdes-Perez
Theory-Driven Discovery of Reaction Pathways in the MECHEM System
Proceedings of National Conference on Artificial Intelligence, 1992.

H.A. Simon and R.E. Valdes-Perez
The Evaluation and Reporting of Discovery Systems
Proceedings of Machine Discovery Workshop, International Conference on Machine Learning, Aberdeen, Scotland, 1992.

R.E. Valdes-Perez, H.A. Simon, and R.F. Murphy
Discovery of Pathways in Science
Proceedings of Machine Discovery Workshop, International Conference on Machine Learning, Aberdeen, Scotland, 1992.

J.Jourdan and R.E. Valdes-Perez
Constraint Logic Programming Applied to Hypothetical Reasoning in Chemistry
in Logic Programming: Proc. of the 1990 North American Conference, (Cambridge, Mass.), pp.154--172, MIT Press, 1990.

OTHER PUBLICATIONS AND REPORTS

R.E. Valdes-Perez, ``Machine Discovery of Chemical Reaction Pathways,'' AI Magazine, vol.12, Winter 1991. (Extended dissertation abstract).

R.E. Valdes-Perez, Machine Discovery of Chemical Reaction Pathways. PhD thesis, Carnegie Mellon University, 1990. (School of Computer Science, CMU-CS-90-191).