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Vahedian, AMIN

Email
At UW-Whitewater
Website
aminvahedian.com

Awards

AAAI Travel Award
January 2019
Association for the Advancement of Artificial Intelligence
The University of Iowa Graduate College Travel Award
January 2019
The University of Iowa
Ballard & Seashore Dissertation Year Fellowship
October 2018
Graduate College, the University of Iowa
Summer Research Fellowship
April 2018
Graduate College, the University of Iowa
Post-Comprehensive Research Fellowship
October 2017
Graduate College, the University of Iowa
NSF Travel Award
September 2017
National Science Foundation
NSF Travel Award
October 2016
National Science Foundation

Education

Ph.D.
Business Analytics
The University of Iowa
2019
Master of Science
Management Information Systems
K. N. Toosi University of Technology
2013
Bachelor of Engineering
Information Technology
University of Tabriz
2011

Memberships

AAAI
December 2018 - Current
ACM
September 2016 - Current
INFORMS
January 2015 - Current

Conferences

redicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data
Understanding Business Location Choice Pattern: A Co-Location Analysis on Urban POI Data
\Forecasting Gathering Events through Continuous Destination Prediction on Big Trajectory Data
A Traffic Flow Approach to Early Detection of Gathering Events
A Data Mining Approach to the Discovery of Emerging Hotspot Patterns in Urban Data

Selected Publications

Forecasting Gathering Events through Trajectory Destination Prediction: a Dynamic Hybrid Model
IEEE Transactions on Knowledge and Data Engineering
Optimizing Taxi Driver Profit Efficiency: A Spatial Network-based Markov Decision Process Approach
IEEE Transactions on Big Data
A traffic flow approach to early detection of gathering events: Comprehensive results
ACM Transactions on Intelligent Systems and Technology (TIST)
Vol. 8 Iss. 6 Pg. 74

All Publications

A Hierarchical Deep Learning Framework for Traffic Accident Prediction in Large Heterogeneous Space
SIAM Symposium on Data Mining
Understanding the Effects of Traffic Congestion on Taxi Driver Work Motivation through Big Trajectory Data Analytics
Information Systems Research (ISR)
INTELLIGENT PICKINGS: FROM RAGS TO RICHES
International Journal of Operations and Production Management
Precise Bayes Classifier: Preliminary Results
IEEE International Conference on Data Mining (ICDM)
DILSA+: Predicting Urban Dispersal Events Through Deep Survival Analysis with Enhanced Urban Features
ACM Transaction on Intelligent Systems and Technology (TIST)
Vol. 14 Iss. 4 Pg. 1-25
Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data
Forecasting Gathering Events through Trajectory Destination Prediction: a Dynamic Hybrid Model
IEEE Transactions on Knowledge and Data Engineering
Optimizing Taxi Driver Profit Efficiency: A Spatial Network-based Markov Decision Process Approach
IEEE Transactions on Big Data
Predicting Traffic Congestion Propagation Patterns: A Propagation Graph Approach.
Pg. 60--69
Understanding business location choice pattern: A co-location analysis on urban poi data
A traffic flow approach to early detection of gathering events: Comprehensive results
ACM Transactions on Intelligent Systems and Technology (TIST)
Vol. 8 Iss. 6 Pg. 74
Forecasting gathering events through continuous destination prediction on big trajectory data
Pg. 34
A traffic flow approach to early detection of gathering events
Pg. 4
A new model for discovering process trees from event logs
Applied intelligence
Vol. 41 Iss. 3 Pg. 725--735

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