بابک نجاراعرابی

بابک نجاراعرابی

مرتبه علمی : استاد
  • عضو هیات مدیره انجمن علوم و فناوریهای شناختی ایران
  • عضو موسس انجمن علوم و فناوری های شناختی ایران
  • عضو هسته پژوهشی روانپزشکی محاسباتی
  • عضو هسته پژوهشی سامانه‌های هوشمند پایش و مدیریت بحران‌های طبیعی
دانشکدگان فنی / دانشکده مهندسی برق و کامپیوتر
کنترل | هوش ماشین و رباتیک
شماره تماس : ۸۲۰۸۴۹۱۴
اتاق : ۲-۷۰۳
Scopus
  • ۴۳۶۰ ارجاعات
  • ۳۳ h-Index
تا تاریخ : ۱۴۰۴/۰۲/۲۶
Google Scholar
  • ۶۶۲۱ ارجاعات
  • ۴۰ h-Index
تا تاریخ : ۱۴۰۳/۱۲/۶

فعالیت های علمی
۱۳۸۳۱۴۰۴

  • ۴۳۶۰ارجاعات
  • ۳۳ h-Index
  • ۱۶۸ مقاله
  • ۱۱۸ کنفرانس
۱۴۰۳

1. Data-Driven Incentive Mechanisms for Federated Learning in Vehicular Networks

Fathi Faeze، Montazeri Mina، Nadjar Araabi Babak، Du- Hongyang، Niyato Dusit، Kebriaei Hamed (2025)., IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, -(-).

2. Uncertain choices with asymmetric information: how clear evidence and ambiguity interact?

Safa Amir Hossein Tehrani-، Sarabi Jamab Atiye، Vahabie Abdol-hossein، Nadjar Araabi Babak (2024)., Frontiers in Psychology, 15(-).

3. Layer-wise Learning of CNNs by Self-tuning Learning Rate and Early Stopping at Each Layer

Sadeghi hosseini Melika، Karimi Ali، Kalhor Ahmad، Nadjar Araabi Babak، Ahmadian Mona (2024)., The 35th British Machine Vision Conference 2024, 25-28 November, Glasgow, United Kingdom.

4. AI-Enhanced Decision-Making for Course Modality Preferences in Higher Engineering Education During the Post-COVID Era

Mehrabi Amirreza، Morphew Jason Wade، Nadjar Araabi Babak، Memarian Negar، Memarian Hossein (2024)., Information (Switzerland), 15(10), 1-18.

5. Discovering the effective connectome of the brain with dynamic Bayesian DAG learning

Bagheri Abdolmahdi، Pasande Mohammad، Bello Kevin، Nadjar Araabi Babak، Akhondi-Asl Alireza (2024)., NEUROIMAGE, 297(-), 120684.
۱۴۰۲

1. A Tractable Truthful Profit Maximization Mechanism Design with Autonomous Agents

Montazeri Mina، Kebriaei Hamed، Nadjar Araabi Babak (2024)., IEEE TRANSACTIONS ON AUTOMATIC CONTROL, Early Access(Early Access).

2. Lane Detection and Tracking Datasets: Efficient Investigation and New Measurement by a Novel “Dataset Scenario Detector” Application

Maghsoumi Hossein، Masoumi Nasser، Nadjar Araabi Babak (2024)., IEEE Transactions on Instrumentation and Measurement, 73(-), 1-16.

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

Pasande Mohammad، Hosseini Reshad، Nadjar Araabi Babak (2024)., PATTERN RECOGNITION LETTERS, 178(--), 138-1344.

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

Nosrat Abbas، Kalhor Ahmad، Nayeri Mohammadreza، Nadjar Araabi Babak (2023)., JOURNAL OF PROCESS CONTROL, 129(2023), 103034.

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

Bagheri Abdolmahdi، Dehshiri Mahdi، Bagheri Yamin، Akhondi-Asl Alireza، Nadjar Araabi Babak (2023)., PLoS One, 18(8), e0289406.

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

Maghsoumi Hossein، Masoumi Nasser، Nadjar Araabi Babak (2023)., IEEE SENSORS JOURNAL, 23(13), 14571-14582.

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

Movahedi Sajad، Adabinejad Melika، Imani Ayyoob، Keshavarz Arezou، Dehghani Mostafa، Shakery Azadeh، Nadjar Araabi Babak (2023)., International Conference on Learning Representations (ICLR), 1-5 May, Kigali, Rwanda.

8. Distributed Mechanism Design in Continuous Space for Federated Learning over Vehicular Networks

Montazeri Mina، Kebriaei Hamed، Nadjar Araabi Babak، Kang Jiawen، Niyato Dusit (2023)., IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 1(1).
۱۴۰۱

۱. توسعه مدل فارماکوژنومیکس مبتنی بررگرسیون بردارپشتیبان بارویکردانتخاب ویژگیهای بهینه جهت تعیین دوزاولیه درمانی داروی ضدانعقادی وارفارین

Maghsoudi Rouhollah، Mirzarezaee Mitra، Sadeghi Mehdi، نجاراعرابی بابک (۱۴۰۱).، مجله انفورماتیک سلامت و زیست پزشکی، ۹(۴)، ۲۰۹-۲۲۹.

2. Dead-beat Identification for Model Reference Adaptive Control

Kashani Ali، Kalhor Ahmad، Nadjar Araabi Babak، Danielson Claus (2022)., 61st IEEE Conference on Decision and Control (CDC), 14 November, Mexico.

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

Foroutan Ehsan، Delavar Mahmoud Reza، Pijanowski Bryan Christopher، Nadjar Araabi Babak (2022)., Transactions in GIS, ----(----), 1-24.

4. A sex-dependent computer-aided diagnosis system for autism spectrum disorder using connectivity of resting-state fMRI

Haghighat Hossein، Mirzarezaee Mitra، Nadjar Araabi Babak، Khadem Ali (2022)., Journal of Neural Engineering, 19(5), 056034.

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

Nayeri Mohammad Reza، Nadjar Araabi Babak، Moshiri Behzad (2022)., JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 359(17).

6. Design, implementation and evaluation of an expert system for operating regime detection in industrial gas turbine

Nayeri Mohammad Reza، Nadjar Araabi Babak، Yazdanpanah Mohammad، Moshiri Behzad (2022)., EXPERT SYSTEMS WITH APPLICATIONS, 203(1), 117332.

7. Order Determination of Linear Systems Using Convolutional Neural Networks

Kalantari SH، Kalhor Ahmad، Nadjar Araabi Babak (2022)., 2022 8th International Conference on Control, Decision and Information Technologies (CoDIT), 17-20 May, Istanbul, Turkey.

8. Classification of Linear Processes Type Using Convolutional Neural Networks

Kalantari SH.، Kalhor Ahmad، Nadjar Araabi Babak (2022)., 2022 8th International Conference on Control, Decision and Information Technologies (CoDIT), 17-20 May, Istanbul, Turkey.

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

Yansari Ramazan Teimouri، Mirzarezaee Mitra، Sadeghi Mehdi، Nadjar Araabi Babak (2022)., Journal of Computational Science, 61(2022), 101645.
۱۴۰۰

1. The left-handers are faster, but the right-handers are more accurate

ALAVI KOOSHA TAHMINEH، Vahabie Abdol-hossein، Nadjar Araabi Babak (2022)., The 4th Sharif Neuroscience Symposium, 3-4 March, Tehran, Iran.

2. An age-dependent Connectivity-based computer aided diagnosis system for Autism Spectrum Disorder using Resting-state fMRI

Haghighat Hossein، Mirzarezaee Mitra، Nadjar Araabi Babak، Khadem Ali (2022)., Biomedical Signal Processing and Control, 71(2022), 103108.

3. Information routing in the global and local processing: direct access versus callosal relay models

ALAVI KOOSHA TAHMINEH، Vahabie Abdol-hossein، Nadjar Araabi Babak (2021)., The 10th Basic and Clinical Neuroscience Congress (BCNC-2021), 22-24 December, Tehran, Iran.