ECIT Department
  NC A & T S U  
 
Dr. Li-Shiang Tsay
 
Assistant Professor & IT- Graduate Coordinator
 
Bio             Selected Publications             Professional Activities             Research links             Home
 
  email: ltsay@ncat.edu
  Phone: (336)334-7717
  Office: 4017 Smith Hall
  Greensboro, NC 27411
  
BOOK
  • Advances in Intelligent Information Systems, Z.W. Ras, and L.-S. Tsay (editors), Studies in Computational Intelligence, Vol. 265, Springer, 2010

SELECTED PUBLICATIONS
  • “Mining Generalized Actionable Rules Using Concept Hierarchies”, L.-S. Tsay, and S. Im, in Proceedings of the fifth International Joint Conference on INC, IMS and IDC (NCM 2009), Seoul, Korea, IEEE Computer Society, August 25-27, 2009

  • “Mining Non-Redundant Reclassification Rules”, L.-S. Tsay, and S. Im, in Proceedings of the Twenty Second International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE'09), Tainan, Taiwan, June 24-27, 2009, 806-815

  • “Tree-based Algorithms for Action Rules Discovery", Z.W. Ras, L.-S. Tsay, and A. Dardzinska, in "Mining Complex Data", D. Zighed et al. (Eds.), Studies in Computational Intelligence, Vol. 165, Springer, 2009, 153-63

  • "Reclassification Rules", L.-S. Tsay, Z.W. Ras, S. Im, IEEE/ICDM Workshop on Foundations of Data Mining (FDM 2008), in Pisa, Italy, Proceedings, IEEE Computer Society, 2008, 619-627

  • "Association Action Rules", Z.W. Ras, A. Dardzinska, L.-S. Tsay, and H. Wasyluk, IEEE/ICDM Workshop on Mining Complex Data (MCD 2008), in Pisa, Italy, Proceedings, IEEE Computer Society, 2008, 283-290

  • “Discovering the Concise Set of Actionable Patterns”, L.-S. Tsay and Z.W. Ras, in Proceedings of 17th International Symposium on Methodologies for Intelligent Systems (ISMIS), Toronto, Canada, 2008, 169-178

  • “Multi-Granularity Rule Discovery Using ERID”, S. Im, Z. W. Ras, and L.-S. Tsay, in Proceeding of the 3rd International Conference on Rough Sets and Knowledge Technology (RSKT'08), Chengdu, P.R. China, 2008, 491-499

  • “Action rules mining”, Z.W. Ras, E. Wyrzykowska, and L.-S. Tsay, in "Encyclopedia of Data Warehousing and Mining - 2nd Edition", John Wang (Ed.), Idea Group Inc., 2008, 1-5

  • “Tree-based construction of low-cost action rules”, A. Tzacheva and L.-S. Tsay, in Fundamenta Informaticae Journal, Vol. 86, No. 1-2, 2008, pp 213-225

  • "E-Action Rules", L.-S. Tsay and Z.W. Ras, in "Data Mining: Foundations and Practice", Studies in Computational Intelligence, T.Y. Lin et al. (Eds.), Vol. 118, Springer, 2008, 277-288

  • “Mining e-Action Rules, System DEAR", Z.W. Ras and L.-S. Tsay, in "Data Mining: Foundations and Practice", Studies in Computational Intelligence, T.Y. Lin et al. (Eds.), Vol. 118, Springer, 2008, 289-298

  • “Applications of agent-based modeling to pricing of reproducible information goods”, M. Khouja, M. Hadzikdic, H.K. Rahagopalan, and L.-S. Tsay, in the Decision Support Systems, volume 44, issue 3, February, 2008, page 725-739

  • “Action rules discovery systems DEAR3”, L.-S. Tsay and Z.W. Ras, in Proceedings of 16th International Symposium on Methodologies for Intelligent Systems (ISMIS), Bari, Italy, Sept 27-29, 2006, 481-492

  • “Discovering E-Action Rules from Incomplete Information Systems”, L.-S. Tsay and Z.W. Ras, in Proceedings of IEEE International Conference on Granular Computing (IEEE GrC 2006), May 10-12, 2006, Atlanta, Georgia, 518-521

  • “Mining E-Action Rules”, Z.W. Ras, L.-S. Tsay, and A. Dardzinska, in “Mining Complex Data”, Proceedings of 2005 IEEE ICDM Workshop in Houston, Texas, Published by Math. Dept., Saint Mary's Univ., Nova Scotia, Canada, 2005, 85-90

  • “Mining for Interesting Action Rules”, with Z.W. Ras, A. Tzacheva, L.-S. Tsay, and O. Gurdal, in the Proceedings of IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2005), September 19-22, 2005, Compiegne University of Technology, France, LNAI, Springer, 187-193

  • “Action rules”, with Z.W. Ras, A. Tzacheva, and L.-S. Tsay, in Encyclopedia of Data Warehousing and Mining, (Ed. J. Wang), Idea Group Inc., 2005, 1-5

  • “Action rules discovery: System DEAR2, method and experiments”, L.-S. Tsay and Z.W. Ras, in the Special Issue on Knowledge Discovery, Journal of Experimental and Theoretical Artificial Intelligence, Taylor & Francis, 2005, Vol. 17, 2005, 119-128

  • “Actionability as objective measure of rules interestingness”, Z.W. Ras, L.-S. Tsay, and A. Wieczorkowska, in the Proceedings of the ICDM’04 Workshop on Foundations of Data Mining, Brighton, UK, IEEE Computer Society, 2004, 137-142

  • “Tree-based algorithm for discovering extended action-rules (System DEAR2)”, Z.W. Ras, L.-S. Tsay, and A. Wieczorkowska, in Intelligent Information Systems 2004, Advances in Soft Computing, Proceedings of the IIS'2004 Symposium, Zakopane, Poland, Springer-Verlag, 2004, 459-464

  • “Representing audio data by FS-trees and Adaptable TV-trees”, Z.W.Ras, L.-S. Tsay, and A. Wieczorkowska, in Foundations of Intelligent Systems, Proceedings of ISMIS'03 Symposium, Maebashi City, Japan, LNAI, Springer-Verlag, No. 2871, 2003, 135-142

  • “Discovering extended action-rules, System DEAR”, Z.W.Ras and L.-S. Tsay, in Intelligent Information Systems 2003, Advances in Soft Computing, Proceedings of the IIS'2003 Symposium, Zakopane, Poland, Physica-Verlag, Springer, 2003, 293-300

  • “TugOfWar: a simple 2D web visualization technique”, E.A. El-Kwae and L.-S. Tsay, Visualization and Data Analysis 2002 (EI), Proceedings of SPIE Vol. #4665, paper no.[4665-23], Electronic Imaging 2002, 20-25 January 2002, San Jose, California, USA