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broshanfekr/README.md

Behnam Roshanfekr

About Me

I am a PhD candidate in the department of Computer Engineering at Amirkabir University of Technology (Tehran Polytechnic) where I received my M.Sc. in 2017. My research field of academia is Graph Signal Processing. In my free time, I thoroughly enjoy playing chess.

Education

  • Amirkabir University of Technology (Tehran Polytechnic), Ph.D. in Artificial Intelligence, Sep.2017 - Present
  • Amirkabir University of Technology (Tehran Polytechnic), M.Sc. in Artificial Intelligence, Sep.2014 – Feb.2017
  • Ferdowsi University of Mashhad, B.Sc. in Computer Engineering, Software, Sep.2010 – Sep.2014

Publications

  • B. Roshanfekr, S. Khadivi, and M. Rahmati, "Sentiment analysis using deep learning on Persian texts." Iranian Conference on Electrical Engineering (ICEE) on IEEE, pp. 1503-1508, 2017.
  • S. Mohtaj, B. Roshanfekr, A. Zafarian, and H. Asghari, “Parsivar: A Language Processing Toolkit for Persian”, LREC, 2018.
  • B. Roshanfekr, M. Amirmazlaghani, and M. Rahmati. "Learning graph from graph signals: An approach based on sensitivity analysis over a deep learning framework." Knowledge-Based Systems 260 (2023): 110159.
  • A. Amouzad, Z. Dehghanian, S. Saravani, M. Amirmazlaghani, and B. Roshanfekr. "Graph isomorphism U-Net." Expert Systems with Applications 236 (2024): 121280.

Projects

  • Parsivar: A Language Processing Toolkit for Persian
    • Parsivar is a Python library for preprocessing Persian texts. This toolkit performs various kinds of activities comprised of normalization, space correction, tokenization, stemming, parts of speech tagging and shallow parsing.

Skills

  • Programming Languages: Python, C/C++, Java, Matlab
  • Deep learning frameworks: Tensorflow, Keras, Pytorch
  • Tools & Software: PostgreSQL/MySQL, Apache spark

Interests

  • Graph Signal Processing
  • Deep Learning
  • Machine Learning

Contact

Popular repositories Loading

  1. GNN-models GNN-models Public

    Jupyter Notebook 3

  2. Active-Semi-Supervised-Learning-Using-Sampling-Theory-for-Graph-signals Active-Semi-Supervised-Learning-Using-Sampling-Theory-for-Graph-signals Public

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  3. Query_Refinment Query_Refinment Public

    PGM project

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  4. NLP-progress NLP-progress Public

    Forked from sebastianruder/NLP-progress

    Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

    Python 1

  5. tehran-stocks tehran-stocks Public

    Forked from ghodsizadeh/tehran-stocks

    A python package to access tsetmc data

    Jupyter Notebook 1

  6. Sentiment-analysis-using-deep-learning-on-Persian-texts Sentiment-analysis-using-deep-learning-on-Persian-texts Public

    Python 1