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Gelareh Taghizadeh
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Gelareh Taghizadeh

Fax: +43/1/58801/18493

Email: gtaghiza@dbai.tuwien.ac.at

Twitter: @Gelarehai

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About

I am a PhD student in the Database and Artificial Intelligence Group at TU Wien, supervised by Prof. Nysret Musliu . My research has focused on the application of AI Search Techniques, Machine Learning and Reinforcement Learning on Combinatorial Optimization problems, in particular Feature Selection problem. I have received my MSc in Artificial Intelligence at the faculty of Computer Science from Qazvin Azad University, Iran. My master thesis has focused on the application of Artificial Immune System on the feature selection problem.

Research Interests

  • Machine Learning: Dimensionality Reduction, Feature Selection, Supervised/Unsupervised Learning, Deep Learning, Reinforcement Learning
  • Computational Intelligence :Large Neighborhood Search, Nature-Inspired Meta-heuristics, Artificial Immune System, Glowworm Swarm Optimization, Evolutionary Algorithms
  • Natural Language Processing : Keyword Extraction,Topic Modeling, Name Entity Resolution, Sentiment Analysis

    • Publications and Talks

    • Journal Articles
      • Mahnam Saeednia, Gelareh Taghizadeh and Monica Menendez "A Network Approach to Bus Priority Problem Using Artificial Immune System", Accepted by the Public Transport Journal,2016.
      • Seyed Saeid Masoumzadeh, Gelareh Taghizadeh, Koroush Meshgi, Saeed Shiry Gheidary "FQL-RED: An Adaptive Scalable Schema for Active Queue Management", International Journal of Network Management, Wiley, 2010.
    • Conference Proceedings
      • Gelareh Taghizadeh and Nysret Musliu "A Hybrid Feature Selection Algorithm based on Large Neighborhood Search", 17th European Conference on Evolutionary Computation in Combinatorial Optimisation, Amsterdam, Netherland, 2017. ( Download)
      • Mahnam Saeednia, Gelareh Taghizadeh and Monica Menendez, "Artificial Immune Systems for Bus Priority Problem", Transportation Research Board 94th Annual Meeting, Washington D.C, USA, 2015.
      • Gelareh Taghizadeh, Amir Masoud Eftekhari Moghadam, Seyed Saeid Masoumzadeh,"EAIS: Evolutionary Artificial Immune System for Feature Selection" , 5th International Conference on Data Mining, Tehran, Iran, 2011.
      • Gelareh Taghizadeh and Amir Masoud Eftekhari Moghadam."opt-aiNET Algorithm for Dimension Reduction, based on Artificial Immune Systems",4th International Conference on Data Mining, Tehran, Iran, 2010.
      • Gelareh Taghizadeh and Amir Masoud Eftekhari Moghadam."Dimensional Reduction of Data Using CLONALG Algorithm Based on Artificial Immune System", 15th International Computer Society Conference, Tehran, Iran, 2010.
      • Seyed Saeid Masoumzadeh, Gelareh Taghizadeh, Koroush Meshgi, Saeed Shiry Gheidary,"Deep Blue : A Fuzzy Qlearning Enhanced Active Queue Management Scheme",IEEE proc, International Conference on Adaptive and Intelligent Systems, Graz, Austria, 2009.
    • Scientific Events
      • LxMLS 2016 ,"6th Lisbon Machine Learning School", Instituto Superior Técnico (IST),Lisbon, Portugal, 2016.