Research coAuthored with College of Business Faculty

Journal Articles

"Dynamic Rule Refinement in Knowledge Based Data Mining Systems" M. Shaw, S. Park, S. Piramuthu, Decision Support Systems, (3) 205-222 2001.

"Information-based Dynamic Manufacturing System Scheduling" M. Shaw, S. Piramuthu, W. Fulkerson, International Journal of Flexible Manufacturing Systems, (12) April, 2 2000.

"Decision Support System for Scheduling a Flexible Flow System: Incorporation of Feature Construction" M. Shaw, S. Piramuthu, N. Raman, Annals of Operations Research, (78) 219-234 1998.

"Feature Construction for Enhancing Neural-Net Learning" M. Shaw, S. Piramuthu, Management Science, (44) February, 2 416-430 1998.

"A Classification Approach Using Multi-Layered Perceptions" M. Shaw, S. Piramuthu, Decision Support Systems, (11) 5 509-526 1994.

"Learning-Based Scheduling in a Flexible Manufacturing Flow Line" M. Shaw, S. Piramuthu, N. Raman, IEEE Transactions on Engineering Management, (41) 2 172-182 1994.

"Integration of Simulation Modeling and Inductive Learning in Adaptive Decision Support Systems" M. Shaw, S. Piramuthu, S. Park, N. Raman, Decision Support Systems, (9) January, 1 127-142 1993.

"Learning Algorithms for Neural-Net Decision Support" M. Shaw, S. Piramuthu, C. Kuan, Orsa Journal on Computing, (5) Fall, 4 361-373 1993.

"Inductive Learning Systems for Decision Support: A Comparative Study" M. Shaw, J. Gentry, S. Piramuthu, Computer Science in Economics & Management, (3) 147-165 1990.

Conference Proceedings

"A Comparative Study on Rule Refinement in Expert Systems" M. Shaw, S. Park, J. Kim, S. Piramuthu, July, 1997.

"On Using Decision Tree as Feature Selector for Feed-forward Neural Networks" M. Shaw, S. Piramuthu, May, 67-74 1994.

Chapters in Books

"A Learning-Enhanced Adaptive Decision Support System Framework" S. Piramuthu, M. Shaw, 711- 719 In Handbook on Decision Support Systems, (Eds: Burstein, F. and Holsapple, C.), Springer-Verlag: Berlin-Heidelberg, 2008.

"Survey of Data Mining" C. Wei, M. Shaw, S. Piramuthu, 157- 189 In Handbook on Knowledge Management, (Eds: Clyde Holsapple), Springer-Verlag: Berlin-Heidelberg, 2003.

"Survey of Data Mining" M. Shaw, C. Wei, S. Piramuthu, In Handbook on Knowledge Management, (Eds: C. Holsapple), Springer-Verlag: Berlin-Heidelberg, 2002.

"Intelligent Scheduling with Machine Learning" M. Shaw, S. Park, S. Piramuthu, N. Raman, 193-214 In Intelligent Scheduling Systems, (Eds: W. T. Scherer & D.E. Brown), Kluwer Academic Publishers: Norwell, Massachusetts, 1994.

"Integrating Inductive Learning and Simulation in Rule-based Scheduling" M. Shaw, S. Park, S. Piramuthu, N. Raman, 152-167 In Lecture Notes in Artificial Intelligence: Expert Systems in Engineering: Principles and Applications, (Eds: G. Gottlob & W. Nejdl), Springer-Verlag: Berlin-Heidelberg, 1990.


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