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Amin Vahedian Khezerlou |
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I am an Assistant Professor of
Information Systems at the College of Business in Northern Illinois University.
I earned a Ph.D. in Business Analytics from the University of Iowa in 2019. My research interests include Machine Learning, Data Mining and Spatio-Temporal Big
Data Analytics. Current
Projects We proposed an algorithm to build an
interpretable, computationally efficient implementation of the Bayes Optimal
Classifier. A summary of results for this research has been accepted at IEEE ICDM 2021.
We are working on a journal extension, targeting IEEE TKDE. I am leading a research project into
empirically validating Work Motivation Theories, by studying the behavior of
taxi drivers following a traffic congestion. We use a dense dataset of GPS
records that capture details of location and driving speed, in addition to
earnings of the driver. I am collaborating on a project to
predict traffic accidents using deep learning techniques and spatial
clustering methods. A preliminary version of this work is accepted at SIAM
SDM 2022 and will appear as a full paper in the proceedings. We
are working on a journal extension, targeting IEEE TKDE. We recently published a paper in IJOPM,
where we study ragpicker productivity in the solid waste industry in India.
This is action research, where we work with local NGO leaders to implement
policies guided by our research. |
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Contact: (815) 753-1286 Office: 328 Barsema Hall College of Business Northern Illinois University 740 Garden Road, DeKalb, IL 60115 Links: |
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