Salih Tutun
Lecturer in Data Analytics
Area of Expertise:
Decision Analysis, Information Technology, Management Science, Statistics/Econometrics, Technology Management
Research Interests:
Professor Salih Tutun is an expert in decision analysis, deep learning, design science, and explainable AI for understanding how human behaviors and social interactions affect critical decisions in business.
Selected Publications:
- "Designing Explainable Artificial Intelligence Artifacts: A Computational Design Science Algorithm for Mental Health Screening"(Working Paper)
- "An AI-based Decision Support System for Predicting Mental Health Disorders", Information Systems Frontiers Journal, with M. Johnson, A. Ahmed, S. Irgil, I. Yesilkaya, A. Albizri, E. Ucar, T. Sengun, A. Harfouche
- "Digital transformation to mitigate emergency situations: increasing opioid overdose survival rates through explainable artificial intelligence", Industrial Management & Data Systems, with M. Johnson, A. Albizri, A. Harfouche
- "New framework that uses patterns and relations to understand terrorist behaviors", Expert Systems with Applications, 358-375, with M. Khasawneh, J. Zhuang, 2017
- "A Responsible AI Framework for Mitigating the Ramifications of the Organ Donation Crisis", Information Systems Frontiers Journal, with A. Harfouche, A. Albizri, M. Johnson, H. He
- "A new hybrid approach for feature selection and support vector machine model selection based on self-adaptive cohort intelligence", Expert Systems with Applications, 118-131, with M. Aladeemy, M. Khasawneh, 2017
- "A new forecasting framework for volatile behavior in net electricity consumption: A case study in Turkey", Energy, with C. Chou, E. Caniyilmaz, 2015
Academic/Professional Activities:
- Reviewer, Grant Proposal, National Science Foundation: NSF
- Editor, Book, Elsevier
Awards/Honors:
- Reid Teaching Award - MSBA - Finance–Quantitative, Olin Business School, Washington University in St Louis, 2022
- Reid Teaching Award - MSBA-Financial Technology,, Olin Business School, Washington University in St Louis, 2022
- Reid Teaching Award - MSBA-Financial Technology, Olin Business School, Washington University in St Louis, 2021
- IISE Cup Competition 2021 - Finalist, Institute of Industrial and Systems Engineers, 2021
- IISE Cup Competition 2020 - Finalist, Institute of Industrial and Systems Engineers, 2020
Personal Interests:
Entrepreneurship, the referee for soccer, traveling, reading, billards, and strategy games
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Salih Tutun is a faculty member in the Olin Business School at Washington University in St. Louis. His research focuses on machine learning, network science, and explainable AI for understanding how human behaviors and social interactions affect the business. His teaching, research, and work experiences in academia and industry have given him many opportunities to use his skills. For example, he received the Reid Teaching Awards in 2021 and 2022. His research (the NEPAR project) is ranked by National News Hits and has over 9 million clicks in two months. The research is mentioned by more than 40 global news organizations and is published on the front cover of Industrial and Systems Engineering at Work magazine. His research has also been recognized as a finalist at the IISE Cup Competitions in 2020 and 2021.
Salih Tutun's Home Page
Email: salihtutun@wustl.edu
PhD 2018, State University of New York (SUNY) at Binghamton
MS 2012, Erciyes University
BS 2010, Sakarya Universitesi
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