Evangelos Triantaphyllou

Evangelos Triantaphyllou

Professor

3272C Patrick F. Taylor Hall

Louisiana State University
Baton Rouge, LA 70803

Phone: 225 578 1348
trianta@csc.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

 

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