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Babak Nadjar Araabi

Babak Nadjar Araabi

D-Index & Metrics

Computer Science

D-Index
38
Citations
5564
World Ranking
10317
National Ranking
16

Overview

Babak Nadjar Araabi is affiliated with the University of Tehran in Iran and has contributed extensively to the field of computer science. Their research spans multiple subfields, including artificial intelligence, cognitive neuroscience, control and systems engineering, computer vision and pattern recognition, and management science and operations research.

The scientist's work covers a diverse range of topics, with primary focus on:

  • Functional brain connectivity studies
  • Neural dynamics and brain function
  • EEG and brain-computer interfaces
  • Fault detection and control systems
  • Mental health research topics
  • Advanced neural network applications
  • Auction theory and applications

Babak Nadjar Araabi has published papers in several notable venues, frequently contributing to:

  • arXiv (Cornell University)
  • IEEE Transactions on Vehicular Technology
  • bioRxiv (Cold Spring Harbor Laboratory)
  • PLoS ONE
  • Research Square (Research Square)

Recent publications by the scientist include:

  • Functional Networks Abnormalities in Autism Spectrum Disorder: Age-Related Hypo and Hyper Connectivity, 2021, Brain Topography
  • A new EM algorithm for flexibly tied GMMs with large number of components, 2021, Pattern Recognition
  • An age-dependent Connectivity-based computer aided diagnosis system for Autism Spectrum Disorder using Resting-state fMRI, 2021, Biomedical Signal Processing and Control
  • Learning from Demonstrations and Human Evaluative Feedbacks: Handling Sparsity and Imperfection Using Inverse Reinforcement Learning Approach, 2020, Journal of Robotics
  • Fault detection and isolation of gas turbine: Hierarchical classification and confidence rate computation, 2022, Journal of the Franklin Institute

The scientist has also collaborated frequently with a core group of coauthors including Abdol-Hossein Vahabie, Majid Nili Ahmadabadi, Mina Montazeri, Hamed Kebriaei, and Ahmad Kalhor.

Best Publications

  • Uncertainty analysis of developed ANN and ANFIS models in prediction of carbon monoxide daily concentration

    Roohollah Noori;Gholamali Hoshyaripour;Khosro Ashrafi;Babak Nadjar Araabi

  • Deep Multitask Metric Learning for Offline Signature Verification

    Amir Soleimani;Babak N. Araabi;Kazim Fouladi

  • Pigment Melanin: Pattern for Iris Recognition

    M.S. Hosseini;B.N. Araabi;H. Soltanian-Zadeh

  • Predicting Chaotic Time Series Using Neural and Neurofuzzy Models: A Comparative Study

    Ali Gholipour;Babak N. Araabi;Caro Lucas

  • Recursive Gath–Geva clustering as a basis for evolving neuro-fuzzy modeling

    Hossein Soleimani-B.;Caro Lucas;Babak Nadjar Araabi

  • Brain emotional learning based intelligent controller applied to neurofuzzy model of micro-heat exchanger

    Hossein Rouhani;Mahdi Jalili;Babak N. Araabi;Wolfgang Eppler

  • Iris recognition for partially occluded images: methodology and sensitivity analysis

    A. Poursaberi;B. N. Araabi

  • Implementation of Emotional Controller for Interior Permanent Magnet Synchronous Motor Drive

    M.A. Rahman;R.M. Milasi;C. Lucas;B.N. Araabi

  • Computer-assisted photo-identié cation of individual marine vertebrates: a multi-species system

    G. R. Hillman;B. Würsig;G. A. Gailey;N. Kehtarnavaz

  • Generalization of the Dempster-Shafer theory: a fuzzy-valued measure

    C. Lucas;B.N. Araabi

  • INTELLIGENT MODELING AND CONTROL OF WASHING MACHINE USING LOCALLY LINEAR NEURO-FUZZY (LLNF) MODELING AND MODIFIED BRAIN EMOTIONAL LEARNING BASED INTELLIGENT CONTROLLER (BELBIC)

    Caro Lucas;Rasoul M. Milasi;Babak N. Araabi

  • Online learning of task-driven object-based visual attention control

    Ali Borji;Majid Nili Ahmadabadi;Babak Nadjar Araabi;Mandana Hamidi

  • Differences in white matter reflect atypical developmental trajectory in autism: A Tract-based Spatial Statistics study

    Reyhaneh Bakhtiari;Reyhaneh Bakhtiari;Nicole R. Zürcher;Ophélie Rogier;Britt Russo

  • Data driven sensor and actuator fault detection and isolation in wind turbine using classifier fusion

    Vahid Pashazadeh;Farzad R. Salmasi;Babak N. Araabi

  • Solar activity forecast: Spectral analysis and neurofuzzy prediction

    Ali Gholipour;Caro Lucas;Babak N. Araabi;Masoud Shafiee

  • Pattern identification for eccentricity fault diagnosis in permanent magnet synchronous motors using stator current monitoring

    Bashir Mahdi Ebrahimi;Jawad Faiz;Babak Nadjar Araabi

  • UTSig: A Persian offline signature dataset

    Amir Soleimani;Kazim Fouladi;Babak Nadjar Araabi

  • A string matching computer-assisted system for dolphin photoidentification.

    B. N. Araabi;N. Kehtarnavaz;T. McKinney;G. Hillman

  • Cost-sensitive learning of top-down modulation for attentional control

    Ali Borji;Majid N. Ahmadabadi;Babak N. Araabi

  • Extracting the main patterns of natural time series for long-term neurofuzzy prediction

    Ali Gholipour;Caro Lucas;Babak N. Araabi;Masoud Mirmomeni

  • A probabilistic feature to determine type and extent of winding mechanical defects in power transformers

    K. Pourhossein;G.B. Gharehpetian;E. Rahimpour;B.N. Araabi

  • Estimation of Depth and Length of Defects From Magnetic Flux Leakage Measurements: Verification With Simulations, Experiments, and Pigging Data

    Mojtaba Rostami Kandroodi;Babak Nadjar Araabi;Maisam Mansoob Bassiri;Majid Nili Ahmadabadi

  • Automatic Recognition of Acute Myelogenous Leukemia in Blood Microscopic Images Using K-means Clustering and Support Vector Machine.

    Fatemeh Kazemi;Tooraj Abbasian Najafabadi;Babak Nadjar Araabi

Frequent Co-Authors

Caro Lucas
Caro Lucas University of Tehran
Hamid Soltanian-Zadeh
Hamid Soltanian-Zadeh University of Tehran
Nasser Kehtarnavaz
Nasser Kehtarnavaz The University of Texas at Dallas
Ali Borji
Ali Borji Quintic AI
Mehrtash Harandi
Mehrtash Harandi Monash University
Ali Gholipour
Ali Gholipour Harvard University
Bernd Würsig
Bernd Würsig Texas A&M University at Galveston
Gevork B. Gharehpetian
Gevork B. Gharehpetian Amirkabir University of Technology
Majid Safari
Majid Safari University of Edinburgh

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