Evangelos Triantaphyllou
Professor
3272C Patrick F. Taylor Hall
Louisiana State University
Baton Rouge, LA 70803
Phone: 225 578 1348
trianta@lsu.edu
Educational Background
Dual Ph.D. in Industrial Engineering and Operations Research, Pennsylvania State University, 1990
M.S. in Computer Science, Pennsylvania State University, 1988
Dual M.S. in Operations Research and Environment, Pennsylvania State University, 1985
Research Interests
Data Mining, Discrete Optimization, Multi-Criteria Decision Making, Medical Decision Making, Computer-aided Decision Making, Medical Informatics
Teaching Responsibilities
CSC 4512: Optimization Approaches in Computer Science
CSC 7442: Data Mining and Knowledge Discovery from Datasets
CSC 4890: Theory of Computation
Selected Publications
Triantaphyllou, E, and J Yanase, (2020). How to Identify and Treat Data Inconsistencies
When Eliciting Health-State Utility Values for Patient-Centered Decision Making.
AI in Medicine, Vol. 106, June 2020, page 101882. DOI: https://doi.org/10.1016/j.artmed.2020.101882
Triantaphyllou, E., Hou, F. and Yanase, J., (2020). Analysis of the final ranking
decisions made by experts after a consensus has been reached in group decision making.
Group Decision and Negotiation, pp.1-21. DOI: https://10.1007/s10726-020-09655-5
Triantaphyllou E, Yanase J, Hou F. Post-consensus analysis of group decision making
processes by means of a graph theoretic and an association rules mining approach.
Omega. 2020 Feb 4:102208. DOI: https://doi.org/10.1016/j.omega.2020.102208
Hou F, Triantaphyllou E, (2019). An iterative approach for achieving consensus when
ranking a finite set of alternatives by a group of experts. European Journal of Operational
Research. Jun 1, 2019;275(2):570-9. DOI: https://doi.org/10.1016/j.ejor.2018.11.047
Kujawski, E, E Triantaphyllou, and J Yanase, (2019). Additive Multicriteria Decision
Analysis Models: Misleading Aids for Life-Critical Shared Decision Making, Medical
Decision Making, Vol. 39, No. 4, pp. 437-449, May 1, 2019. DOI: https://doi.org/10.1177%2F0272989X19844740
Yanase, J, and E Triantaphyllou, (2019). A systematic survey of computer-aided diagnosis
in medicine: Past and present developments, Expert Systems with Applications, Vol.
138, page 112921, December 2019. DOI: https://doi.org/10.1016/j.eswa.2019.112821
Yanase, J, and E Triantaphyllou, (2019). The seven key challenges for the future
of computer-aided diagnosis in medicine, Journal of Medical Informatics, Vol. 129,
pp. 413-422, September 2019. DOI: https://doi.org/10.1016/j.ijmedinf.2019.06.017
Books
Multi-Criteria Decision Making Methods: A Comparative Study, by E. Triantaphyllou,
a monograph, Kluwer Acad. Publishers, Applied Optimization Series, 2000, 320 pages.
Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniques,
E. Triantaphyllou and G. Felici (Eds.), Springer, Massive Computing Series, 796 pages,
Spring of 2006.
Mining of Enterprise Data: Theory and Applications, T.W. Liao and E. Triantaphyllou
(Eds.), World Scientific, Operations Research and Computers Series, 620 pages, Spring
of 2007.
Data Mining and Knowledge Discovery Via a Logic-Based Approach, by E. Triantaphyllou,
a monograph, Springer, Massive Computing Series, 420 pages, Fall of 2010.
Awards and Honors
Adjunct Faculty
Tulane University School of Medicine
Department of Medicine
Section of Hematology and Medical Oncology
1430 Tulane Avenue
New Orleans, LA 70112, USA