araabi's picture

Babak Nadjar Araabi

Professor
Phone.Number: 61114914
Email: araabi [AT] ut.ac.ir
Biography:

 

 

 

 

 

- Education

 

  • Ph.D. , Electrical Engineering – Image & Signal Processing, Texas A&M University, TX, USA,2001
  • M.Sc, Electrical Engineering – Control Systems, University of Tehran, Iran,1996
  • B.Sc., Electrical Engineering – Electronics, Sharif University of Technology, Tehran, Iran,1992

 

 

- Selected Publication:

 

1- Books/Book Chapters:

 

  • "An Analysis of the Disturbance on TCP Network Congestion,” to appear in Applications of Soft Computing, (2009), (more...).
  • "A Neuro-Fuzzy Control for TCP Network Congestion,” to appear in Applications of Soft Computing, (2009), (more...).
  • "Using Plausible Reasoning for Developing Intelligent Systems,” Applications and Science in Soft Computing, (2004), (more...).

 

 

 

2- Journals:

 

  • Bandit-based local feature subset selection,(2014), (more...).
  • Information-based dissimilarity assessment in Dempster–Shafer theory, (2013), (more...).
  • Learning by abstraction: Hierarchical classification model using evidential theoretic approach and Bayesian ensemble model, (2013), (more...).

 

 

 

3- Conferences:

 

  • Detection of Low-frequency Shadow Zones using Quantum Swarm Evolutionary Matching Pursuit Decomposition (QSE-MPD), (2013), (more...).
  • Defect detection and width estimation in natural gas pipelines using MFL signals, 2013, (more...).
  • Model predictive control with sequential linearization approach for a nonlinear time varying biological system, 2013, (more...).

 

 

 

4- More Publication

 

 

 

- Projects/Research

 

  • Principle Investigator, Design and implementation of various estimators to assess the quality of service in Banking Network of Iran. (Kishware Co.), 2010 –Present.
  • Principle Investigator, Design and implementation of anomaly and metal loss detection system for magnetic flux leakage pig in Gas industries (Segal Pardazesh Co), 2010 – Present.
  • Principle Investigator, Short-term load forecasting in a restricted area of distribution network (Robotics, Artificial Intelligence and Information Science Institute), 2009 -2010.
  • Consultant, Pattern recognition, feature extraction, and preprocessing for magnetic flux leakage pig in oil industries (Petro Gas Co), 2006 –2007.
  • Consultant, Short-term load forecasting and load data preprocessing, Niro (Electric Power) Research Institute (NRI), 2006.
  • Principle Investigator, Design and implementation of a high precision simulator for two degree of freedom robot actuator (Pardis Co), 2005 -2007.
  • Project Manager, Design and implementation of active vision system for a prototype mobile robot (Sanaye Novin Center), 2004 –2008.
  • Consultant, Fault Diagnosis in Induction Motors Niro (Electric Power) Research Institute (NRI), 2003 –2004.
  • Consultant, Design and implementation of climbing robot to clean electric lights on lampposts in highways (Tavanir Co), 2003.

 

 

- Professional Activities/Experiences

 

 

  • Board of Directors, Iranian Society of Cognitive Science and Technology (ISCST), 2012-present.
  • Founding Member, Iranian Society of Cognitive Science and Technology (ISCST), 2011.
  • Board of Directors, Iranian Fuzzy Systems Society (IFSS), 2010-2012.
  • Editorial Board Member, Basic and Clinical Neuroscience, 2010-present.
  • Editorial Board Member, Modelling and Simulation in Electrical Engineering, 2010-present.
  • Founder & Director, Learning Intelligent Systems Research Lab., School of Electrical and Computer Engineering, University of Tehran, Iran., 2010-present.
  • Director, Graduate Studies, College of Engineering, University of Tehran, Iran., 2010-present.
  • Editorial Board Member, Journal of Information Science and Technology, 2009-present.

 

 

- Invited Talks:

 

  • Biometric Recognition,  Sanandaj University, Sanandaj, Iran, 2008.
  • Concept Learning and modeling of Uncertainty, Workshop on Fuzzy Statistics, Fuzzy Probability, and Fuzzy Algebra, Isfahan University of Technology, 2007.
  • Machine learning in robots, Negah Program, TV Channel 5 (Tehran Channel), 2007.
  • Biometrics, Sowal Series at Radio Danesh, IRIB, 2007.
  • Dempster-Shafer theory and its fuzzy extension, Workshop on fuzzy sets and fuzzy logic, University of Sistan and Baluchestan, Zahedan, 2007.
  • Artificial Intelligence and Natural Inspirations--Optimization Case: Genetic Algorithms, Simulated Annealing, & Ant Colony,  Virtual Room Program from Ghalamro Series at Radio Farhang, IRIB, 2004.
  • “Fuzzy Sets and Fuzzy Logic,” Invited lecture and discussion at Virtual Room Program from Ghalamro Series at Radio Farhang, IRIB, 2004.
  • “Uncertainty and Scientific Modeling: Probability & Evidence Theory,” Invited lecture and discussion at Virtual Room Program from Ghalamro Series at Radio Farhang, IRIB, 2004.
  • “Research Activities at School of Cognitive Sciences,” Panelist along with Dr. M. Nili and Dr. H. Esteky, Rahyaft Program from Ghalamro Series at Radio Farhang, IRIB, 2004.
  • “Uncertainty and Its Calculi: Probability, Fuzzy Sets, and Evidence Theory,” Invited lecture at IEEE Student Branch Invited Lectures Series, University of Tehran, Tehran, Iran, 2004.

 

 

- Honors and Awards: