C.S. Dept 1995 Publications

Xiang, Y., Wong, M., and Cercone, N. (1995) Quantification of Uncertainty in Classification Rules Discovered from Databases, Computational Intelligence 11(2), Blackwell's Pub., 427-441.

Hu, X., and Cercone, N. (1995) Learning in Relational Databases: A Rough Set Approach, Computational Intelligence 11(2), Blackwell's Pub., 323-338.

Chan, C., Tontiwachwuthikul, P., and Cercone, N. (1995) Knowledge Engineering for a Process Design Domain. International Journal of Expert Systems: Research and Applications (to appear).

Wu, X., Cercone, N., and Ichikawa, T. (1995) A Knowledge-Based System for Generating Informative Responses to Indirect Database Queries. Intelligent Information Systems, Kluwer Academic (to appear).

Shan, N., Zhang, C.N., Hamilton, H.J., and Cercone, N. (1995) Minimizing the Rules of a Fuzzy Logic System By Using Rough Sets, Pacific-Asian Conference on Expert Systems, Huangshan, China, May, 1995.

Chan, C.W. and Tontiwachwuthikul, P. (1995), "Expert System for Solvent Selection of CO2 Separation Processes", Expert Systems with Applications: An International Journal (Pergamon), 8(1), p. 33-46.

Chan, C.W., "Towards a Design Methodology for Object-Oriented Knowledge Based Systems", forthcoming in Proceedings of Symposium on Computers in Engineering, Knowledge-based Systems in Engineering Session, Energy-sources and Technology Conference and Exhibition 1995 (sponsored by the American Society of Mechanical Engineers), Houston, Texas, 29 January - 1 February 1995, accepted 18 August 1994.

Shan, N., Zhang, C.N., Hamilton, H.J., and Cercone, N., "Minimizing the Rules of a Fuzzy Logic System By Using Rough Sets," Pacific-Asian Conference on Expert Systems, Huangshan, China, May, 1995. Accepted February 7, 1995.

Carter, C.L. and Hamilton, H.J., "FIGR: A Fast, Incremental Generalization Algorithm for Knowledge Discovery," FLAIRS'95: Eighth Florida AI Research Symposium, Melbourne, FL, April, 1995. Accepted January 17, 1995.

Hadjimichael, M., Hamilton, H.J. and Cercone, N.J., "Extracting Concept Hierarchies from Relational Databases," FLAIRS'95: Eighth Florida AI Research Symposium, Melbourne, FL, April, 1995. Accepted January 17, 1995.

Johnson, J. A. & R. S. Rosenberg. (in press). A data management strategy for transportable natural language interfaces. International Journal of Intelligent Systems, John Wiley & Sons.

Johnson, J. A. (1995). Semantic Relatedness. Computers & Mathematics with Applications, Pergamon Press. 29(5): 51-64.

"ACEDIS: A User Adaptive Diagnostic System." R.B. Maguire, C. W. Chan and F. Cai, Accepted for publication in the International Journal of Applied Expert Systems.

V.M. Sarathy, L.V. Saxton, D. Van Gucht, "A low level algebra for complex object databases", in preparation.

V.M. Sarathy, L.V. Saxton, D. Van Gucht, "An intermediate language for parallel query processing and non-monotonic query optimization", submitted IEEE 1994 International Conference on Data Engineering.

S.K.M. Wong and Y.Y. Yao, "On Modeling Information Retrieval with Probabilistic Inference", to appear in ACM Transactions on Information Systems.

Yang, X.D. and V. Gupta. In press. On multi-scale adaptive thresholding. Research in Computer and Robot Vision, eds. C. Archibalad and P. Kwok, World Scientific Press.

Yang, X.D., Xiaoxing Chen and Mingyun Chen. Scale-Space Local Thresholding and Segmentation. To appear in Proc. Vision Interface' 95, Quebec, May, 1995.

Yang, X.D., M. Wang, N. Shan and C.N. Zhang. Automatic Generation of Segmentation Rules in Multi-resolution Wavelet Transformed Images. To appear in Proc. Pacific-Asian Conference on Expert System, China, May 1995.

Yang, X.D., M. Xing and M.H. Ghavamnia. A Comparative Study of Multi-Resolution Image Models. To appear in Proc. IEEE Wescanex' 95, Winnipeg, May 1995.

Xing, M. and X.D. Yang. A New Scheme for Progressive Image Transmission and Flexible Reconstruction with DCT. To appear in Proc. IEEE Wescanex' 95, Winnipeg, May 1995.

C. N. Zhang, M. Wang and C. C. Tseng, "Residue Systolic Implementations for Neural Networks", to appear, Journal of Neural Computing and Applications, March 1995 (Editor: Howard James).

C. N. Zhang, "Mapping Algorithms onto Concurrent Error Detecting Array Processors", to be published by Science and Technology Publishing Corporation (China, editor: L. Tao)

C. N. Zhang, "Concurrent Error Detection in Systolic Arrays", in: "Defect and Fault Tolerance in VLSI Systems", to be published by Plenum Publishing Corporation (editor: T. Mangir).

Ziarko, W.P., Using rough sets as a tool for knowledge discovery from large relational databases (with Cercone, N. Hamilton, H. Shan, N.). First International Conference on Knowledge Discovery and Data Mining, KDD-95, Montreal 1995 (submitted).

Ziarko, W.P., Rough sets applied to materials data (with Jackson, A. LeClair, S.). Acta Metalurgica et Materialia (submitted).

Ziarko, W.P., On discovery of attribute interactions and domain classifications (with Shan, N.). First International Conference on Knowledge Discovery and Data Mining, KDD-95, Montreal 1995 (submitted).

Ziarko, W.P., Knowledge discovery as a search for classifications (with Shan, N.). Proceedings of the ACM CSC'95 Workshop on Rough Sets and Database Mining, Nashville 1995.

Ziarko, W.P., Learning system for knowledge discovery (with Shan, N.). FLAIRS-95 Florida AI Research Symposium, Melburne Beach 1995 (accepted).

Ziarko, W.P., Automatic discovery of a decision list from experimental data (with Katzberg, J. Shan, N. and Zhang, X.). Pacific-Asian Conference on Expert Systems, Hefei, China 1995 (accepted).

Ziarko, W.P., Variable precision rough sets approach to predicting factors affecting delay likelihoods (with Katzberg, J. and Katzberg, P.). The 8-th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, Melburne, Australia 1995 (accepted).

Ziarko, W.P., IEEE mini-symposium on privacy and knowledge discovery (with Hoffman, L. Kloesgen, W. Ling, S. Piatetsky-Shapiro, G. and Selfridge, P.). IEEE Expert (an invited publication, to appear in 1995).

Ziarko, W.P., A methodology for stock market analysis utilizing rough set theory (with Golan, R.). Proc. of IEEE/IAFE Conference on Computational Intelligence for Financial Engineering, New York City 1995 (in print).

Ziarko, W.P., Rough sets (with Grzymala-Busse, J. Pawlak, Z. Slowinski, R.). Communications of the ACM, Special Issue on New Horizons of Commercial and Industrial AI (an invited publication, to appear in 1995).

Ziarko, W.P., Discovering attribute relationships, dependencies and rules by using rough sets (with Shan, N.). Proceedings of the 28-th Hawaii International Conference on Systems Sciences, IEEE Computer Society Press 1995, vol.3, 293-299.