eskandari

eskandari at guilan dot ac dot ir

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About

I’m broadly interested in machine learning. I am currently an Assistant Professor at Department of Computer Science, University of Guilan, Rasht, Iran. I received my Ph.D. in applied mathematics from Shahid Bahonar University of Kerman, under supervision of professor Mohammad Masoud Javidi. Before that, I spent six months at Middle East Technical University (METU), working with professor Emre Akbas.

I received my MSc in Computer Science from Shahid Bahonar University of Kerman, where I worked on intelligent supply chain managements systems under supervision of professor Marjan Kuchki Rafsanjani. I have also worked as a base station transmitter (BTS) maintenance expert at ICT-TCI (Mazandaran Branch) for two years.

News

• 2022/8/29: Paper accepted to appear in Pattern Recognition: “Online and Offline Streaming Feature Selection Methods with Bat Algorithm For Redundancy Analysis”.
• 2022/3/20: Paper accepted to appear in the Journal of Supercomputing: “Multi-Label Feature Selection Using Geometric Series of Relevance Matrix”.
• 2022/1/30: Paper accepted to appear in International Journal of Research in Industrial Engineering: “PyIT-MLFS: A Python-based Information Theoretical Multi-Label Feature Selection Library” …… Link to Library
• 2022/1/30 : Prof.Salahi and I will co-teach a new graduate course “The Theory of Learning” in Spring 2022
• 2021/12/27: Two papers acceptd to appear in csc2021.
• 2021/11/27: I will be serving in the organization committee of the 9th Seminar on Numerical Analysis and Its Applications
• 2021/11/7: Two papers acceptd to appear in i4c2021.

Teaching

• Deep Learning (Graduate) Fall 2022
• Learning Algorithms (Graduate) Spring 2022
• Mathematical Foundations of Data Science (Graduate) (Fall 2021)
• Topics in Machine Learning (Graduate, co-taught with Prof.Salahi) (Spring 2020)
• Artificial Intelligence (Undergraduate) (Fall 2021)(Fall 2020)(Fall 2019)(Fall 2018)(Fall 2017)(Fall 2016)
• Advanced Progarmming using Python (Undergraduate) (Spring 2022)(Fall 2021)(Spring 2020)(Fall 2020)(Spring 2020)
• Advanced Progarmming using Java (Undergraduate) (Fall 2019)(Spring 2019)(Fall 2018)(Spring 2018)(Fall 2017)(Spring 2017)(Fall 2016)(Spring 2016)
• Database Concepts (Undergraduate) (Fall 2021)(Fall 2020)(Fall 2019)(Fall 2018)(Fall 2017)(Fall 2016)(Fall 2015)

Honors

• Best E-teacher of the Faculty of Mathematical Science, 2020.
• Best teacher of the Department of Computer Science (from students point of view) 2018.
• MSRT (Ministry of Science, Research and Technology) PHD scholarship award, 2015.
• Best faculty researcher prize at Shahid Bahonar University of Kerman, 2014.
• Best faculty researcher prize at Shahid Bahonar University of Kerman, 2016.
• First rank during master studies.

Activity

• Assistant Professor, Department of Computer Science, Universtiy of Guilan, 2016 – present
• Sabbatical at the Vision Lab, Middle East Technical University(METU or ODTU), 2016
• Editorial Board Big Data and Computing Visions (BDCV)
• Refereed papers for Information Sciences, International Journal of Approximate Reasoning, Congnitive Computation, cifs2022 and Iranian Journal of Fuzzy Systems.

Research Interests

• Artificial Intelligence
• Machine Learning
• Deep Learning

Graduate Students

• Ali Sahleh: PhD Student (co-advised with Prof.Salahi)
• Faezeh Hassani: MsC Student (co-advised with Prof.Salahi)