Dr. Nasim Yahyasoltani

Nasim-Yahyasoltani
Dr. Nasim YahyasoltaniMarquette University

Cudahy Hall, 240C

MilwaukeeWI53201United States of America
414-288-3790Personal Website

Northwestern Mutual Data Science Institute Assistant Professor

Department of Computer Science

Courses Taught

Advanced Machine Learning

Intro to Data Science

Research Interests

Statistical Signal Processing and Machine Learning

Artificial Intelligence

Optimization Theory

Network Science and Graph Signal Processing

Data Science

Selected Publications

  1. N. Y. Soltani, "Online Learning of Sparse Gaussian Conditional Random Fields with Application to Prediction of Energy Consumers Behavior," in Proc. of Statistical Signal Processing Workshop, Rio de Janeiro, Brazil, July 2021.
  2. N.Y. Soltani, and A. Nasiri, “Chance-Constrained Optimization of Energy Storage Capacity for Microgrids," IEEE Transactions on Smart Grid, 2020, Volume: 11, Issue: 4, July 2020.
  3. N. Y. Soltani, S.-J. Kim, and G. B. Giannakis, “Real-time Load Elasticity Tracking and Pricing for Electric Vehicle Charging," IEEE Transactions on Smart Grid, May 2015.
  4. N. Y. Soltani, and G. B. Giannakis, "Online Learning of Electric Vehicle Consumers’ Charging Behavior with Missing Data," in Proc. of Global Conf. on Signal and Info. Processing, Atlanta, Georgia, Dec. 2014. 


  5. N. Y. Soltani, S.-J. Kim, and G. B. Giannakis, " Chance-Constrained Optimization of Uplink Parameters for OFDMA Cognitive Radios,” IEEE Transactions on Wireless Communications, vol. 12, no. 3, pp. 1098-1107, March 2013. 

  6. N. Y. Soltani, S.-J. Kim, and G. B. Giannakis , " Chance-Constrained Optimization of Uplink Parameters for OFDMA Cognitive Radios,'' Proc. of Intl. Conf. on Acoustics, Speech and Signal Processing, Kyoto, Japan, March 25-30, 2012

Faculty & Staff Directory


CONTACT

Department of Computer Science
Katharine R. Cudahy Hall, Room 201
1313 W. Wisconsin Avenue
Milwaukee WI 53233
(414) 288-8600

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