Babak N Araabi

Babak N Araabi

University of Tehran

H-index: 39

Asia-Iran

About Babak N Araabi

Babak N Araabi, With an exceptional h-index of 39 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Tehran, specializes in the field of Machine Learning, AI, Computer Vision, Cognitive Modeling, System Identification.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Tractable Truthful Profit Maximization Mechanism Design with Autonomous Agents

Lane Detection and Tracking Datasets: Efficient Investigation and New Measurement by a Novel" Dataset Scenario Detector" Application

Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models

Development of a Pharmacogenomics Model based on Support Vector Regression with Optimal Features Selection Approach to Determine the Initial Therapeutic Dose of Warfarin …

TFNet: Few-shot identification of LTI systems based on convolutional neural networks

Brain effective connectome based on fMRI and DTI data: Bayesian causal learning and assessment

Local-Global Self-Supervised Visual Representation Learning

RoaDSaVe: A Robust Lane Detection Method Based on Validity Borrowing from Reliable Lines

Babak N Araabi Information

University

Position

Professor of ECE

Citations(all)

6139

Citations(since 2020)

2326

Cited By

4806

hIndex(all)

39

hIndex(since 2020)

25

i10Index(all)

143

i10Index(since 2020)

70

Email

University Profile Page

University of Tehran

Google Scholar

View Google Scholar Profile

Babak N Araabi Skills & Research Interests

Machine Learning

AI

Computer Vision

Cognitive Modeling

System Identification

Top articles of Babak N Araabi

Title

Journal

Author(s)

Publication Date

A Tractable Truthful Profit Maximization Mechanism Design with Autonomous Agents

IEEE Transactions on Automatic Control

Mina Montazeri

Hamed Kebriaei

Babak N Araabi

2024/1/30

Lane Detection and Tracking Datasets: Efficient Investigation and New Measurement by a Novel" Dataset Scenario Detector" Application

IEEE Transactions on Instrumentation and Measurement

Hossein Maghsoumi

Nasser Masoumi

Babak Nadjar Araabi

2024/1/9

Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models

Pattern Recognition Letters

Mohammad Pasande

Reshad Hosseini

Babak Nadjar Araabi

2024/2/1

Development of a Pharmacogenomics Model based on Support Vector Regression with Optimal Features Selection Approach to Determine the Initial Therapeutic Dose of Warfarin …

Journal of Health and Biomedical Informatics

Rouhollah Maghsoudi

Mitra Mirzarezaee

Mehdi Sadeghi

Babak Najar-Araabi

2023/3/10

TFNet: Few-shot identification of LTI systems based on convolutional neural networks

Journal of Process Control

Abbas Nosrat

Ahmad Kalhor

Mohammad Reza Nayeri

Babak N Araabi

2023/9/1

Brain effective connectome based on fMRI and DTI data: Bayesian causal learning and assessment

Plos one

Abdolmahdi Bagheri

Mahdi Dehshiri

Yamin Bagheri

Alireza Akhondi-Asl

Babak Nadjar Araabi

2023/8/18

Local-Global Self-Supervised Visual Representation Learning

arXiv preprint arXiv:2310.18651

Ali Javidani

Mohammad Amin Sadeghi

Babak Nadjar Araabi

2023/10/28

RoaDSaVe: A Robust Lane Detection Method Based on Validity Borrowing from Reliable Lines

IEEE Sensors Journal

Hossein Maghsoumi

Nasser Masoumi

Babak Nadjar Araabi

2023/5/26

-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells

arXiv preprint arXiv:2210.07998

Sajad Movahedi

Melika Adabinejad

Ayyoob Imani

Arezou Keshavarz

Mostafa Dehghani

...

2022/10/14

LG-Self: Local-Global Self-Supervised Visual Representation Learning

arXiv e-prints

Ali Javidani

Mohammad Amin Sadeghi

Babak Nadjar Araabi

2023/10

Distributed mechanism design in continuous space for federated learning over vehicular networks

IEEE Transactions on Vehicular Technology

Mina Montazeri

Hamed Kebriaei

Babak N Araabi

Jiawen Kang

Dusit Niyato

2023/4

Bayesian Dynamic DAG Learning: Application in Discovering Dynamic Effective Connectome of Brain

arXiv preprint arXiv:2309.07080

Abdolmahdi Bagheri

Mohammad Pasande

Kevin Bello

Alireza Akhondi-Asl

Babak Nadjar Araabi

2023/9/7

An age-dependent Connectivity-based computer aided diagnosis system for autism spectrum disorder using resting-state fMRI

Biomedical Signal Processing and Control

Hossein Haghighat

Mitra Mirzarezaee

Babak Nadjar Araabi

Ali Khadem

2022/1/1

Classification of Linear Processes Type Using Convolutional Neural Networks

SH Kalantari

Ahmad Kalhor

Babak Nadjar Araabi

2022/5/17

Dead-beat Identification for Model Reference Adaptive Control⋆

Ali Kashani

Ahmad Kalhor

Babak Nadjar Araabi

Claus Danielson

2022/12/6

Order Determination of Linear Systems Using Convolutional Neural Networks

SH Kalantari

Ahmad Kalhor

Babak Nadjar Araabi

2022/5/17

Urban growth modeling based on cellular automata with transition rules optimized using genetic fuzzy systems

Transactions in GIS

Ehsan Foroutan

Mahmoud Reza Delavar

Bryan Christopher Pijanowski

Babak Nadjar Araabi

2022/11/1

A new survival analysis model in adjuvant Tamoxifen-treated breast cancer patients using manifold-based semi-supervised learning

Journal of Computational Science

Ramazan Teimouri Yansari

Mitra Mirzarezaee

Mehdi Sadeghi

Babak Nadjar Araabi

2022/5/1

Fault detection and isolation of gas turbine: Hierarchical classification and confidence rate computation

Journal of the Franklin Institute

Mohammad Reza Nayeri

Babak Nadjar Araabi

Behzad Moshiri

2022/11/1

Predicting invasive disease-free survival time in breast cancer patients using semi-supervised graph-based machine learning techniques

Soft Computing Journal

Ramazan Taimourei-Yansary

Mitra Mirzarezaee

Mehdi Sadeghi

Babak Nadjar Araabi

2022/4/21

See List of Professors in Babak N Araabi University(University of Tehran)

Co-Authors

H-index: 54
Hamid Soltanian-Zadeh

Hamid Soltanian-Zadeh

University of Tehran

H-index: 39
Ali Gholipour

Ali Gholipour

Harvard University

H-index: 33
Ashkan Rahimi Kian

Ashkan Rahimi Kian

University of Tehran

H-index: 32
Behzad Moshiri

Behzad Moshiri

University of Tehran

H-index: 32
Majid Nili Ahmadabadi

Majid Nili Ahmadabadi

University of Tehran

H-index: 21
Hadi Moradi

Hadi Moradi

University of Tehran

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