Ph.D Student
Department of Computer Science
University of Georgia

Basic Information

Curriculum Vitae:
Personal Website:
Selected Publications:

2018

  • Farid GharehMohammadi , Boland B, Zhao Z, Tse T, Leo D and Johnsen K, " Vision-based Hull Measurements for automated Peanut Maturity Estimation", Advancing Informatics in Government and Engineering. 30 Nov 2018

  •  Seyedamin Pouriyeh, Mehdi Allahyari, Qingxia Liu, Gong Cheng, Hamid Reza Arabnia, Maurizio Atzori, Farid GharehMohammadi, and Krys Kochut,” Graph-based Methods for Ontology Summarization: A Survey”, International Journal of Semantic Computing,Under Review

2017

  • Farid GharehMohammadi , and Hedieh Sajedi,” Region based Image Steganalysis using Artificial Bee colony”, Journal of Visual Communication and Image Representation, vol. 44, pp. 214-226, April 2017 (Link)

 

2014

  • Farid GharehMohammadi, and Mohammad Saniee Abadeh,” Image Steganalysis Using a Bee Colony Based Feature Selection Algorithm”, Engineering applications of artificial intelligence vol. 31, pp. 35-43, May 2014. (Link)

  • Farid GharehMohammadi, and Mohammad Saniee Abadeh, ”A new metaheuristic feature subset selection approach for image steganalysis”, Journal of Intelligent and Fuzzy Systems, vol. 27, no. 3,pp. 1445-1455, 2014. (Link)

  • Danial Jalalnouri, Mohammad Saniee Abadeh, Farid GharehMohammadi,” HYEI: A novel Hy bridization algorithm of Evolutionary fuzzy systems and Imperialist competitive algorithm for fuzzy model generation”, Advances in fuzzy system, pp. 1687-7101 , 2014 (Link)

2013

  • Farid GharehMohammadi, and Mohammad Saniee Abadeh, "An improved image steganalysis using a novel feature selection algorithm based on artificial bee colony", Intelligent Systems and Decision 

    Making for Risk Analysis and Crisis Response: Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, Istanbul, Turkey, pp. 593-598, 27-29 August 2013.(Link)

2012

  • Farid GharehMohammadi, Mohammad Saniee Abadeh "A Survey of Data Mining Techniques for Steganalysis", Recent Advances in Steganography, ISBN: 978-953-51-0840-5, InTech, pp. 1-22, 2012. (Link)

     Farid Gharehmohammadi is a third-year computer science Ph.D. student at University of Georgia (UGA), Athens, GA, USA. He received his master’s degree from Tarbiat Modares University (TMU) in Computer Engineering. After having 4 years’ experience working in the prestigious software companies, he joined UGA. Now at UGA, he has been standing high academic excellence with current GPA 4/4.

     His research spans mainly on machine learning, meta-learning, optimization, and computer vision. His paper on zero-shot learning application has been accepted to device-free human sensing ACM Workshop (DFHS 2019), titled as “promises of meta learning for device free human sensing: learn to sense”.

He has published more than 10 journal papers, book chapters and conference papers. Further, his three Springer book chapters on optimization and Meta-Learning are submitted and will be online by the end of this year.  He also serves as a reviewer at Elsevier and Springer journals.

 

Awards:

He received a travel grant to attend "1st ACM Workshop on Device-Free Human Sensing" (A Buildsys 2019 Workshop), to present a research work,  awarded by  AiFi-AI, NY, USA Nov 2019

He won the 2019 POOIA Outstanding Achievement Award in recognition of sustained record of academic excellence.

He was selected as an Outstanding Reviewer in Journal of Visual Communication and Image Representation in 2017.

Invited Talks:

He gave a talk as a guest lecturer for evolutionary computation about application of evolutionary computation to advanced image processing on Sep. 12th, 2019.

He gave a talk as a guest lecturer for  Data Science 2 about application of evolutionary computation to advanced image processing on Oct. 1st, 2019.

Education:

current - 2022   Ph.D. in Computer Science, 

                         The University of Georgia, Athens, GA, USA 

                          Advisor: Prof. Hamid R. Arabnia

2011 - 2013     Masters in Computer Engineering

                        Tarbiat Modares University, Tehran, Iran

                       Advisor: Dr. Mohammad Saniee Abadeh

                       Thesis: Image Steganalysis Using Artificial Bee Colony