Mary Malliaris
Department Chair and Professor of Information Systems and Supply Chain Management
Dr. Mary E. Malliaris is a Professor of Information Systems in Loyola University Chicago’s Quinlan School of Business.
Her research and teaching interests are in statistics, databases, data mining and healthcare informatics. She has published articles in the Review of Quantitative Finance and Accounting, The International Journal of Computational Intelligence and Organizations, the Journal of Banking and Finance, Neural Networks in Finance and Investing, Neural Computing and Applications, Neurocomputing, Neurovest, and Applied Intelligence among others.
She serves as a reviewer for The Financial Review, The Journal of Applied Business Research, Mitchell-McGraw Hill Publishers, Wall Data, IEEE, Decision Sciences Institute, Decision Sciences Journal of Innovative Education, and the International Joint Conference on Neural Networks. She is currently the production editor for The Journal of Economic Asymmetries.
Dr. Malliaris has been honored by the Quinlan School of Business as the Outstanding Faculty Member in the Graduate School of Business, and in the Undergraduate Program. She has served in various administrative positions, including Associate Dean, Director of Graduate Admissions, Director of Quinlan’s Undergraduate Honors Program, and Chair of the Information Systems & Supply Chain Management Department.
Education
- PhD, Research Methodology, Loyola University Chicago
- MS, Mathematics, Northwestern University
- BS, Mathematics, Louisiana State University
Research Interests
- Data Mining
- Database Management Systems
- Neural Networks and Their Use in Financial Forecasting
- Database Marketing
Professional/Community Affiliations
- IEEE Computer Society
- Decision Sciences Institute
Courses Taught
- ISSCM 241: Business Statistics
- ISSCM 247: Computer Concepts and Applications
- INFS 346: Database Management Systems
- INFS 492: Database Systems
- INFS 494: Data Mining
- MARK 562: Database Marketing Strategy
Publications/Research Listings
“One man’s bubble is another man’s rational behavior: comparing alternative macroeconomic hypotheses for the US housing market”, Journal of Risk and Financial Management, 17(8), (2024), co-authored by AG Malliaris, MS Rzepczynski, https://doi.org/10.3390/jrfm17080349.
“Five themes of US home price cycles: a dynamic modelling approach”, Annals of Operations Research, (2024), pp. 1-21, co-authored with R Bhar, AG Malliaris, M Malliaris, MS Rzepczynski. https://doi.org/10.1007/s10479-024-05974-x
“Sentiment Analysis and Ratings of Professors: A Comparison of Rate-My-Professor and Department Results”, Journal of Higher Education Theory and Practice. (2024), 24(6), 106-114, co-authored with F Guder.
"Datasets in Courses: Characteristic Framework" AMCIS 2024 TREOs. 10. (2024), co-authored with S. Nestorov, D. Bačić, N. Jukic, and A. Sharma, https://aisel.aisnet.org/treos_amcis2024/10
“Where is the Euro Area headed? Restoration of price stability”, Journal of Policy Modeling, (2023), 45(4), 848-863, co-authored with AG Malliaris.
“Perceived differences in confidence and ability of females: the role of human resources”, International Studies of Management & Organization, (2023). 53(2), 104–123, co-authored with P. Kent, A. N. Jukic, & A. Varma. doi.org/10.1080/00208825.2023.2184296
"Building a Business Data Analytics Graduate Certificate," Journal of Information Systems Education, (2023), 34(2) , 216-230. Co-authored with D. Bačić, N. Jukić, S. Nestorov, and A. Varma. https://aisel.aisnet.org/jise/vol34/iss2/8
“Framework for entity extraction with verification: application to inference of data set usage in research publications”, The Electronic Library, (2022),
40(4), 453-471, co-authored with S Nestorov, D Bačić, N Jukić.
“Neural networks for predicting options volatility”, World Congress on Neural Networks, (2021), II-290-II-295, co-authored with L Salchenberger, reprint from 1994. https://www.taylorfrancis.com/chapters/edit/10.4324/9781315784076-53/neural-networks-predicting-options-volatility-mary-malliaris-linda-salchenberger
“What Microeconomic Fundamentals Drove Global Oil Prices during 1986–2020?”, Journal of Risk and Financial Management, (2021), 14(8), co-authored with AG Malliaris.