Our Former Students
Reza Asadi
-
PhD studentPhD, Computer ScienceInformation and Computer ScienceUC Irvine20142020
- Dissertation
- Deep Learning Models for Spatio-Temporal Forecasting and Analysis
- Advisor
- Amelia Regan
-
PhD studentPhD, Computer ScienceInformation and Computer ScienceUC Irvine20142020
- Dissertation
- Deep Learning Models for Spatio-Temporal Forecasting and Analysis
- Advisor
- Amelia Regan
- Data Science InternHERE Technologies20172017
- Data Science InternGlidewell Dental20182018
- GSRITS-IrvineUC Irvine20182020
- Postdoctoral ResearcherITS-IrvineUC Irvine20202021
- Data ScientistBeyond Limits20212021
- Senior Machine Learning EngineerUber2021
Record last updated: October 22, 2025.
Related Information
ITS Affiliations
Recent Projects
Complete | Jan 2019—Dec 2019
Research Team:
Department(s):
Recent Research Products
Phd Dissertation |
Jun 2020
Deep Learning Models for Spatio-Temporal Forecasting and Analysis
published journal article |
Feb 2020
A spatio-temporal decomposition based deep neural network for time series forecasting
Applied Soft Computing
conference paper |
Jan 2019
Spatio-temporal clustering of traffic data with deep embedded clustering
Proceedings of the 3rd ACM SIGSPATIAL international workshop on prediction of human mobility - PredictGIS'19
Publications
Note: Publications listed below are generally limited to those associated activity during Reza Asadi's affiliation with ITS-Irvine. The list may be incomplete. For a more comprehensive list, please consult other data sources in their Related Information.
Journal Articles
- Reza Asadi and Amelia C. Regan (2020) “A spatio-temporal decomposition based deep neural network for time series forecasting”, Applied Soft Computing, 87, p. 105963. Available at: 10.1016/j.asoc.2019.105963. [ITS-Irvine record]
Conference Papers
- Reza Asadi and Amelia Regan (2019) “Spatio-temporal clustering of traffic data with deep embedded clustering”, in Proceedings of the 3rd ACM SIGSPATIAL international workshop on prediction of human mobility - PredictGIS'19. ACM Press. Available at: 10.1145/3356995.3364537. [ITS-Irvine record]
- Reza Asadi, Solmaz S. Kia and Amelia Regan (2016) “Cycle basis distributed ADMM solution for optimal network flow problem over biconnected graphs”, in 2016 54th annual allerton conference on communication, control, and computing (allerton). IEEE, pp. 717–724. Available at: 10.1109/allerton.2016.7852302. [ITS-Irvine record]
Theses and Dissertations
- REZA ASADI (2020) Deep Learning Models for Spatio-Temporal Forecasting and Analysis. PhD Dissertation. UC Irvine. Available at: https://escholarship.org/uc/item/59t1p05b. [ITS-Irvine record]