Nassim Sohaee
University of North Texas
Information Technology and Decision Sciences
Email:

Education

PhD, University of Texas at Dallas, 2009.
Major: Computer Science
Dissertation Title: Optimization in design of underwater sensor networks
PhD, University Texas at Arlington, 2003.
Major: Mathematics
Dissertation Title: Upward Embedding of Digraphs on the Surfaces

Professional Positions

Academic - Post-Secondary
Clinical Associate Professor, University of North Texas. (January 1, 2022 – Present).
Clinical Assistant Professor, University of Texas at Dallas. (August 1, 2015 – December 31, 2021).
Lecturer, University of North Texas. (August 1, 2012 – July 31, 2015).
Research Associate (Postdoc), University of Texas Southwestern. (January 1, 2009 – May 30, 2012).

Teaching

Teaching Experience

University of North Texas
BCIS 5110, Programming Languages for Business Analytics, 10 courses.
DSCI 5240, Data Mining and Machine Learning for Business, 8 courses.
MSCI 6900, Special Problems, 2 courses.

Research

Published Intellectual Contributions

Book Chapter
Sohaee, N. (2023). Constructing renewable energy systems using big data applications. Other. Handbook of Smart Energy Systems. pages 347-359. Springer Cham.
Journal Article
Sohaee, N., Bohluli, S. (2024). Nonlinear Analysis of the Effects of Socioeconomic, Demographic, and Technological Factors on the Number of Fatal Traffic Accidents. 10(1), 18. Basel: MDPI. https://www.mdpi.com/2313-576X/10/1/11
Sohaee, N. (2023). Error and Optimism Bias Regularization. Other. 10(8), . Springer. https://journalofbigdata.springeropen.com/articles/10.1186/s40537-023-00685-9
Sohaee, N. (2022). Deep learning model for express lane traffic forecasting. Other. 3(2), 129-135.

Presentations Given

Oral Presentation

Sohaee, N. (Author & Presenter), Bohluli, S. (Author), International Conference on Data Science, Accident Severity Prediction: A Comparative Case Study, Las Vegas, Nevada, United States of America. (2022 – 2022).

Sohaee, N. (Author & Presenter), Women in Machine Learning, Neural Network Approach For Traffic Forecasting, University of Texas at Dallas, Vancouver, Montreal, Canada. (2018 – 2018).

Sohaee, N. (Author & Presenter), Kumar, H. (Author), Seeram, A. (Author), Big Traffic, Short-term traffic volume prediction using neural networks, San Diego, California, United States of America. (2018 – 2018).

Poster

Sohaee, N. (Author & Presenter), Karami, F. (Author), Huang, C. (Author), Bohluli, S. (Author), Transportation Research Board Annual Meeting, Deep Learning Model Case Study: An Application in I-580 Express Lane Traffic Forecasting, Washington DC, United States of America. (2019 – 2019).

Contracts, Grants and Sponsored Research

Contract
Sohaee, N. (Co-Principal), "Traffic and Revenue study for SH580 and SH680 express lanes," Sponsored by Alameda County, California, Local, $40000 Funded. (January 1, 2020 – August 31, 2020).
Sohaee, N. (Supporting), "North Texas Tollway Authority (NTTA) on traffic and revenue analysis of Special Project System," Sponsored by North Texas Tollway Authority, Local, $20000 Funded. (January 1, 2018 – September 1, 2018).

Awards and Honors

Nominated for: Best Paper Award, International Conference in Computational Biology. (May 2009 – May 2009).

Nominated for: Outstanding Graduate Student Research Award, University of Texas at Arlington. (March 2003 – March 2003).

Nominated for: Outstanding Graduate Student Research Award, University of Texas at Arlington. (March 2002 – March 2002).

Service

University Service

Committee Member, Assistant Professor (Frisco Campus) Faculty Search Committee. (August 2022 – August 2023).

Committee Member, Coursera Clinical Professor Search Committe. (August 1, 2022 – August 1, 2023).

Consulting

Government, Alameda County Transportation Commission (Alameda CTC), Alameda County, United States of America. (January 1, 2020 – August 1, 2020).