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M

Mehdi Ghatee

amirkabir university of technology

24H-index
125Paper Count
2.4KCitation Count
Published Papers 38
Publication Date
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Data Balancing Strategies: A Systematic Survey of Resampling and Augmentation Methods
errMachine Learning and Knowledge Extraction
IF6
err2026-07-17
err0
errOAAI
errBehnam Yousefimehr; Mehdi Ghatee; Javad Fazli; Shervin Ghaffari; Zahra Rafei; Mohammad Amin Seifi; Sajed Tavakoli; Abolfazl Nikahd; Mahdi Razi Gandomani; Alireza Orouji; Ramtin Mahmoudi Kashani; Sarina Heshmati; Negin Sadat Mousavi
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errSave
Multi-Stage Self-Distillation for Class-Imbalanced Anomaly Detection
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2026-03-23
err0
PREAI
errBehnam Yousefimehr; Mehdi Ghatee; Roozbeh Razavi-Far
errShare
errSave
A systematic review for 2019–2025 on deep learning models in the film production industry
errEntertainment Computing
IF2.4
err2025-12-31
err0
PREAI
errBehnam Yousefimehr; Mehdi Ghatee; Shervin Ghaffari; Arash Arasteh; Parsa Ahmadi; Amirhossein Ghane; Sina Esnaasharieh
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errSave
Multi-teacher knowledge distillation framework for lightweight anomaly detection
errNeural Networks
IF6.3
err2025-10-30
err0
PREAI
errBehnam Yousefimehr; Mehdi Ghatee; Roozbeh Razavi-Far
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errSave
Mitigating over-smoothing in Graph Neural Networks for node classification through Adaptive Early Embedding and Biased DropEdge procedures
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2025-06-01
err0
PREAI
errHoseinnia, Fateme; Ghatee, Mehdi; Chehreghani, Mostafa Haghir
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errSave
Fast inference in classification of optical coherence tomography (OCT) images for real-time retinal disease diagnosis
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2025-05-01
err0
PREAI
errRahmani, Amin; Ghatee, Mehdi
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errSave
A distribution-preserving method for resampling combined with LightGBM-LSTM for sequence-wise fraud detection in credit card transactions
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-03-01
err0
PREAI
errYousefimehr, Behnam; Ghatee, Mehdi
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errSave
Improved User Identification through Calibrated Monte-Carlo Dropout☆
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-12-01
err0
PREAI
errAhmadian, Rouhollah; Ghatee, Mehdi; Wahlstrom, Johan
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errSave
An Ensemble of Deep Clustering Models With Autoencoders to Mine Travel Patterns From Smart Card Data
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2024-12-01
err0
PREAI
errSaronian, Sharon; Yousefimehr, Behnam; Ghatee, Mehdi; Bejani, Mohammad Mahdi
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errSave
Uncertainty Quantification to Enhance Probabilistic-Fusion-Based User Identification Using Smartphones
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-10-15
err2
errOAAI
errAhmadian, Rouhollah; Ghatee, Mehdi; Wahlstrom, Johan; Zare, Hadi
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errSave
Low-rank dictionary learning for unsupervised feature selection
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-09-01
err16
errOAAI
errParsa, Mohsen Ghassemi; Zare, Hadi; Ghatee, Mehdi
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errSave
Discrete Wavelet Transform for Generative Adversarial Network to Identify Drivers Using Gyroscope and Accelerometer Sensors
errIEEE SENSORS JOURNAL
IF4.5
err2022-04-01
err10
errOAAI
errAhmadian, Rouhollah; Ghatee, Mehdi; Wahlstrom, Johan
errShare
errSave
Least auxiliary loss-functions with impact growth adaptation (Laliga) for convolutional neural networks
errNEUROCOMPUTING
IF6.5
err2021-09-01
err3
PREAI
errBejani, Mohammad Mahdi; Ghatee, Mehdi
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errSave
A systematic review on overfitting control in shallow and deep neural networks
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2021-03-03
err208
PREAI
errBejani, Mohammad Mahdi; Ghatee, Mehdi
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errSave
Theory of adaptive SVD regularization for deep neural networks
errNEURAL NETWORKS
IF6.3
err2020-08-01
err19
PREAI
errBejani, Mohammad Mahdi; Ghatee, Mehdi
errShare
errSave
Adaptive neural tree exploiting expert nodes to classify high-dimensional data
errNEURAL NETWORKS
IF6.3
err2020-04-01
err10
PREAI
errAbpeikar, Shadi; Ghatee, Mehdi; Foresti, Gian Luca; Micheloni, Christian
errShare
errSave
Convolutional Neural Network With Adaptive Regularization to Classify Driving Styles on Smartphones
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2020-02-01
err47
PREAI
errBejani, Mohammad Mahdi; Ghatee, Mehdi
errShare
errSave
Neural trees with peer-to-peer and server-to-client knowledge transferring models for high-dimensional data classification
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2019-12-01
err9
PREAI
errAbpeykar, Shadi; Ghatee, Mehdi
errShare
errSave
Hybrid of discrete wavelet transform and adaptive neuro fuzzy inference system for overall driving behavior recognition
errTRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR
IF4.4
err2018-10-01
err51
PREAI
errEftekhari, Hamid Reza; Ghatee, Mehdi
errShare
errSave
Three-Phases Smartphone-Based Warning System to Protect Vulnerable Road Users Under Fuzzy Conditions
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2018-07-01
err34
PREAI
errZadeh, Roya Bastani; Ghatee, Mehdi; Eftekhari, Hamid Reza
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
M
Mehdi Dehghan
H-index: 93 · Papers: 808
G
Gian Luca Foresti
H-index: 46 · Papers: 435
C
Christian Micheloni
H-index: 36 · Papers: 224
R
Roozbeh Razavi‐Far
H-index: 34 · Papers: 242
E
Esmaile Khorram
H-index: 27 · Papers: 132
View more