Documentation   [click to load the pdf or ps files, then save or print] Houstis, E.N., Catlin, A.C., Rice, J.R., Verykios, V.S., Ramakrishnan, N., and Houstis, C., PYTHIA-II: A Knowledge/Database System for Managing Performance Data and Recommending Scientfic Software, ACM Transactions on Mathematical Software, Vol 26., No. 2, June 2000, pp. 277-253. (PDF, PS) Ramakrishnan, N., Houstis, E.N., Rice, J.R., GAUSS: An on-line algorithm recommender system for one-dimensional numerical quadrature, ACM Trans. Math. Soft., 2000, to appear. Verykios, V.S., Houstis, E.N., Rice, J.R., A Knowledge Discovery Methodology for the Performance Evaluation of Scientific Software, Neural, Parallel and Scientific Computations, 2000, to appear. Drashansky, T., Houstis, E. N., Ramakrishnan, N. and Rice, J.R., Networked Agents for Scientific Computing, Communications of the ACM, Vol. 42, No. 3, pp. 48-54, March 1999. Verykios, V.S., Houstis, E.N., Rice, J.R., Mining the Performance Of Complex Systems, ICIIS' 99, IEEE International Conference on Information, Intelligence and Systems, IEEE Computer Society Press, 1999. Verykios, V.S., Knowledge Discovery in Scientific Databases Ph.D. Thesis, Computer Sciences Department, Purdue University, 1999. Houstis, E.N., Rice, J.R., Ramakrishnan, N., Drashansky, T., Weerawarana, S. and Houstis, C.E., MultiDisciplinary PSEs for Computational Science, Advances in Computers, Vol. 46 (The Engineering of Large Systems) pp. 401-438, Academic Press (M. Selkowits, Ed.), August, 1998. Ramakrishnan, N., Recommender Systems for Problem Solving Environments, Ph.D. Thesis, Computer Sciences Department, Purdue University, July, 1997. Ramakrishnan, N., Joshi, A., Houstis E. N., and Rice, J. R, On Neurobiological, Neuro-Fuzzy, Machine Learning and Statistical Pattern Recognition Techniques, IEEE Transactions on Neural Networks, Vol. 8, No. 1, pp. 18-31, 1997. Joshi, A., Weerawarana, S., Ramakrishnan, N., Houstis, E. N. and Rice, J.R., Neuro-Fuzzy Support for PSEs: A Step Toward the Automated Solution of PDEs, IEEE Computational Science and Engineering (CS&E), Vol. 3, No. 1, pages 44-56, Spring 1996. Weerawarana, S., Houstis, E.N., Rice, J.R., Joshi, A. and Houstis, C.E., PYTHIA: A knowledge based system to select scientific algorithms, ACM Trans. Math. Software, 22, 447-468, 1996. Weerawarana, S., Houstis, E.N., Joshi, A. and Rice, J.R., The PYTHIA project, (Proc. 1st Intl. Conf. On Neural, Parallel, and Scientific Computations (S.K. Aityan et al, eds.) Dynamic Pub., 215-218, 1995. Weerawarana, S., Rice, J.R., Houstis,C.E., and Varodoglou, P., PYTHIA: An expert system for supporting PDE-based PSEs, Proc. AAAI Symposium on Intelligent ScientificComputation, Cambridge, Massachusetts, 1993. Houstis,C.E., Houstis, E.N., Rice, J.R., Papatheodorou, T.S. and Varodoglou, P., Athena: A knowledge base system for PELLPACK, In Symbolic-Numeric Data Analysis and Learning (E. Diday and Y. Lechevallier, eds.), Nova Science, New York, 459-467, 1991.

Elias Houstis and Ann Christine Catlin, Computer Sciences Department Purdue University West Lafayette, IN. 47907