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Nassim Sohaee

Clinical Associate Professor

University of North Texas

Department of Information Technology and Decision Sciences

Email: Nassim.Sohaee@unt.edu

Education

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

Professional Positions

    Academic - Post-Secondary

  • Clinical Associate Professor, University of North Texas. University of North Texas. (2022 - Present).
  • Clinical Assistant Professor, University of Texas at Dallas. University of Texas at Dallas. (2015 - 2021).
  • Lecturer, University of North Texas. University of North Texas. (2012 - 2015).
  • Research Associate (Postdoc), University of Texas Southwestern. University of Texas Southwestern. (2009 - 2012).

Teaching

Teaching Experience

    University of North Texas

  • BCIS 5110 - Programming Languages for Business Analytics, 13 courses.
  • DSCI 5240 - Data Mining and Machine Learning for Business, 10 courses.
  • MSCI 6900 - Special Problems, 2 courses.

Awards and Honors

  • Nominated for Best Paper Award, International Conference in Computational Biology. (May 2009).
  • Nominated for Outstanding Graduate Student Research Award, University of Texas at Arlington. (March 2003).
  • Nominated for Outstanding Graduate Student Research Award, University of Texas at Arlington. (March 2002).

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, 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. (2020 - 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. (2018 - 2018).

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).