Publications

Journal publications (for a complete list of publications see Google Scholar)

  1. Ebrahimi, S., Reisi Gahrooei, M., Mankad, S., Paynabar, K. (2020), Monitoring financial networks with online Hurdle models, Accepted for publication in IISE Transactions.
  2. Reisi Gahrooei, M., Yan, H., Paynabar K., Shi, J. (2020), Multiple tensor-on-tensor regression: An approach for modeling processes with heterogeneous sources of data. Accepted in Technometrics.
    • This paper is the winner of SAS Data Mining Best Paper Award, INFORMS, 2018.
  3. Reisi Gahrooei, M., Paynabar, K., Yan, H. (2020). Discussion on active learning methods for manifold data, Accepted in Journal of the Spanish Society of Statistics and Operations Research (invited).
  4. Reisi Gahrooei, M., Paynabar K., Pacella, M., Colosimo, B. (2019). An adaptive fused sampling approach of high-accuracy data in the presence of low-accuracy data. IISE Transactions. 1:14.
    • This paper was a finalist for Best Student Paper Award in the Industrial and Systems Engineering Conference in the Quality Control and Reliability Engineering (QCRE) division, 2018
  5. Reisi Gahrooei, M., Paynabar K., Pacella M., Shi J. (2019). Process modeling and prediction with a large number of high-dimensional variables using functional regression. In press: IEEE Transactions on Automation Science and Engineering.
  6. Gorgannejad, S., Reisi Gahrooei, M., Paynabar, K., Neu, R.W. (2019). Quantitative prediction of the aged state of Ni-base superalloys using PCA and tensor regression. Acta Materialia, 165: 259-269.
    • This paper is the recipient of the best poster award at The Career, Research, and Innovation Development Conference (CRIDC) at Georgia Tech, 2018.
  7. Reisi Gahrooei, M., Paynabar, K. (2018). Change detection in a dynamic stream of attributed networks. Journal of Quality Technology, 50(4), 418-430.
  8. Reisi Gahrooei, M., Zhang, Y., Ashuri, B., Augenbroe, G. (2016). Timing residential photovoltaic investments in the presence of demand uncertainties. Journal of Sustainable Cities and Society. 20:109-123.
  9. Reisi Gahrooei, M., and Work, D., (2015). Inferring traffic signal phases from turning movement counters using hidden Markov models. Journal of IEEE Transactions on Intelligent Transportation Systems. 16(1):91-101.
  10. Ledzewicz, U., Sch├Ąttler, H., Reisi Gahrooei, M., Dehkordi, SM. (2013). On the MTD paradigm and optimal control for multi-drug cancer chemotherapy. Journal of Mathematical Biosciences and Engineering. 10(3):803-819.
  11. Fries, R., Reisi Gahrooei, M., Chowdhury, M., Conway, A. (2012). Meeting privacy challenges while advancing intelligent transportation systems, Journal of Transportation Research Part C, 25:34-45.
  12. Fries, R., Chowdhury, M., Dunning, A., Reisi Gahrooei, M (2010). Evaluating real-time parking information: A case study of a university campus. Transportation Research Record, Journal of Transportation Research Board.

Book Chapters

Reisi-Gahrooei, M., Whitehurst, A., Ampatzidis, I., Pardalos., P. Introduction to Dimensionality Reduction Approaches and Its Applications in Precision Agriculture