Majid Beigi

Background

  • 1991-1995: Amirkabir University of Technology, Tehran, Iran, B. Sc. in Electronic Engineering;
  • 1995-1997: Iran University of Science and Technology (IUSCT), Tehran, Iran, M. Sc. in Biomedical Engineering
  • 1996-2001: Research assistant at the Research Center for Science and Technology In Medicine (RCSTIM), Tehran University of Medicine (TUMS)
  • Since May 2004 : Research assistant / PhD student at the Centre for Bioinformatics Tübingen (ZBIT) in the group of Prof. Dr. A. Zell

 

Research Interests

  • Kernel Methods and signal processing for Biological data
  • Bioinformatics
  • Neurinformatics

 

Current Projects

  • Classification and remote homology detection in protein families
  • Biosonar objects classification
  • Animal behavior classification using Forced Swim Test data in rats
  • Signal processing of somatosensory Evoked potentials

Publications

    Journal Articles

    A kernel-based method for pattern extraction in random process signals
    Majid M. Beigi and Andreas Zell
    In Journal of Neurocomputing, 71: 1238-1247, 2008 .
    [pdf]

    Conference Papers (peer reviewed)

    FIR-based Classifiers for Animal Behaviour Classification
    Majid M. Beigi and Andreas Zell
    In The 2008 International Joint Conference on Neural Networks (IJCNN2008) .
    [pdf]
     
    A Boosting Approach for Object Classification in Biosonar Based Robot Navigation
    Majid M. Beigi and Andreas Zell
    In IEEE International Conference on Robotics and Automation (ICRA2008) .
    [pdf]
     
    A novel kernel-based method for local pattern extraction in random process signals
    Majid M. Beigi and Andreas Zell
    In Proc. 15th European Symposium on Artificial Neural Networks, Bruges, Belgium (ESANN 2007), pp. 265-270, April 2007 .
    [pdf]
       
    Object Detection in Biosonar Based Robot Navigation
    Majid M. Beigi and Andreas Zell
    In Worhshop on Planning, Perception and navigation fot Intelligent Vehicles, IEEE International Conference on Robotics and Autmation (ICRA2007).
    [pdf]
     
    Synthetic Protein Sequence Oversampling method for Classification and remote homology detection in imbalanced protein data
    Majid M. Beigi and Andreas Zell
    In 1st International Conference on Bioinformatics Research and Development (BIRD 2007), Berlin, Germany .
    Lecture Notes in Bioinformatics (LNBI) 4414, pp. 263-277, 2007, Springer
    [pdf]
     
    Time-Resolved Spectrum Kernel for Biosonar Target Classification
    M. M. Beigi, M. Wang and A. Zell
    In The Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications (SPPRA 2007), pp. 126-131, 2007 .
    [pdf]
     
    A Novel Method for Classifying Subfamilies and Sub-subfamilies of G-Protein Coupled Receptors
    Majid Beigi and Andreas Zell
    In International Symposium on Medical Data Analysis (ISBMDA),Thessaloniki, Greece .
    Lecture Notes in Bioinformatics (LNBI) 4345, pp. 25-36, 2006, Springer
    [pdf]
     
    SPSO: Synthetic Protein Sequence Oversampling for Imbalanced Protein Data and Remote Homology Detection
    Majid Beigi and Andreas Zell
    In International Symposium on Medical Data Analysis (ISBMDA),Thessaloniki, Greece .
    Lecture Notes in Bioinformatics (LNBI) 4345, pp. 104-115, 2006, Springer
    [pdf]
     
    Multiresolution adaptive filter for estimating the brainstem auditory evoked potential
    M. M. Beigi, M. Elkhani, and A. Erfanian
    In Proc. Int. Conf. IEEE/EMBS, Hong Kong, vol. 20, 1998 .

     

    Address, Phone, Fax, Email

    Eberhard-Karls-Universität Tübingen
    Wilhelm-Schickard-Institut für Informatik
    Lehrstuhl Rechnerarchitektur
    Sand 1
    D - 72076 Tübingen
     
    Germany

    Tel: (+49/0) 7071 / 29 78983
    Fax: (+49/0) 7071 / 29 5091
    Email: majid.beigi@uni-tuebingen.de