Journals

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
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).