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M

Muhammad Tariq Sadiq

university of essex

34H-index
82Paper Count
3.2KCitation Count
Published Papers 29
Publication Date
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Evaluating Validation Strategies in Motor Imagery EEG: A Full-Cohort GAF–PLV Analysis and Matched Sensitivity Study
errBrain Sciences
IF2.8
err2026-09-01
err0
errOAAI
errWenwen Chang; Hesam Akbari; Muhammad Tariq Sadiq; Renjie Lv; Rab Nawaz
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errSave
Validation-Aware Retrospective EEG Treatment-Response Modelling Using Chaotic Pattern of Prime Numbers Features: Segment-Level Separability and Subject-Wise Generalisation
errBioengineering
IF3.7
err2026-06-04
err0
errOAAI
errHesam Akbari; Mutlu Mete; Reza Rostami; Reza Kazemi; Muhammad Tariq Sadiq
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errSave
Enhancing SDN Intrusion Detection via Multi-Hybrid Deep Learning Fusion and Explainable AI
errMathematics
IF2.2
err2026-04-29
err2
PREAI
errAhmed, Usman; Sadiq, Muhammad Tariq
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errSave
Two-Stage Optimization-Learning Framework for Uncertainty-Aware Multi-Zonal Data Center Energy Management
errEnergies
IF3.2
err2026-04-17
err0
errOAAI
errAbubakar Rafique; Xiaojun Yu; Muhammad Jawad; Qun Song; Zhaohui Yuan; Muhammad Tariq Sadiq; Kamran Daniel; Noman Shabbir
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errSave
Nonlinear Smooth Sliding Mode Control Framework for a Tumor-Immune Dynamical System Under Combined Radio-Chemotherapy
errMathematics
IF2.2
err2026-02-01
err0
errOAAI
errArsalan, Muhammad; Muhammad, Sadiq; Sadiq, Muhammad Tariq
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errSave
Predicting Depression Therapy Outcomes Using EEG-Derived Amplitude Polar Maps
errBrain Sciences 2025, Vol. 15, Page 977
IF0
err2025-10-01
err0
errOAAI
errHesam Akbari; Wael Korani; Sadiq Muhammad; Reza Rostami; Reza Kazemi; Muhammad Tariq Sadiq
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errSave
Optimizing machine learning algorithms for fault classification in rolling bearings: A Bayesian Optimization approach
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-06-01
err0
PREAI
errYousaf, Muhammad Zain; Guerrero, Josep M.; Sadiq, Muhammad Tariq
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errSave
Investigating Brain Lobe Biomarkers to Enhance Dementia Detection Using EEG Data
errCOGNITIVE COMPUTATION
IF4.3
err2025-04-01
err0
errOAAI
errSiuly, Siuly; Tawhid, Md. Nurul Ahad; Li, Yan; Acharya, Rajendra; Sadiq, Muhammad Tariq; Wang, Hua
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errSave
Hybrid bagging and boosting with SHAP based feature selection for enhanced predictive modeling in intrusion detection systems
errSCIENTIFIC REPORTS
IF3.9
err2024-12-17
err0
errOAAI
errAhmed, Usman; Zheng, Jiangbin; Almogren, Ahmad; Sadiq, Muhammad; Rehman, Ateeq Ur; Sadiq, M. T.; Choi, Jaeyoung
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errSave
Explainable AI-based innovative hybrid ensemble model for intrusion detection
errJOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS
IF4.3
err2024-10-21
err3
errOAAI
errAhmed, Usman; Zheng, Jiangbin; Almogren, Ahmad; Khan, Sheharyar; Sadiq, Muhammad Tariq; Altameem, Ayman; Rehman, Ateeq Ur
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errSave
Fast Fractional Fourier Transform-Aided Novel Graphical Approach for EEG Alcoholism Detection
errBIOENGINEERING-BASEL
IF3.7
err2024-05-07
err2
errOAAI
errSadiq, Muhammad Tariq; Yousaf, Adnan; Siuly, Siuly; Almogren, Ahmad
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errSave
On Disharmony in Batch Normalization and Dropout Methods for Early Categorization of Alzheimer's Disease
errSUSTAINABILITY
IF3.3
err2022-11-08
err13
errOAAI
errBin Tufail, Ahsan; Ullah, Inam; Rehman, Ateeq Ur; Khan, Rehan Ali; Khan, Muhammad Abbas; Ma, Yong-Kui; Khokhar, Nadar Hussain; Sadiq, Muhammad Tariq; Khan, Rahim; Shafiq, Muhammad; Eldin, Elsayed Tag; Ghamry, Nivin A.
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errSave
Motor Imagery BCI Classification Based on Multivariate Variational Mode Decomposition
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2022-10-01
err63
PREAI
errSadiq, Muhammad Tariq; Yu, Xiaojun; Yuan, Zhaohui; Aziz, Muhammad Zulkifal; Rehman, Naveed ur; Ding, Weiping; Xiao, Gaoxi
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errSave
Computerized Multidomain EEG Classification System: A New Paradigm
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2022-08-01
err27
PREAI
errYu, Xiaojun; Aziz, Muhammad Zulkifal; Sadiq, Muhammad Tariq; Jia, Ke; Fan, Zeming; Xiao, Gaoxi
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errSave
A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject-Specific Tasks
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2022-06-01
err42
PREAI
errSadiq, Muhammad Tariq; Yu, Xiaojun; Yuan, Zhaohui; Aziz, Muhammad Zulkifal; Siuly, Siuly; Ding, Weiping
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errSave
Exploiting pretrained CNN models for the development of an EEG-based robust BCI framework
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2022-04-01
err56
PREAI
errSadiq, Muhammad Tariq; Aziz, Muhammad Zulkifal; Almogren, Ahmad; Yousaf, Adnan; Siuly, Siuly; Rehman, Ateeq Ur
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errSave
A novel computer-aided diagnosis framework for EEG-based identification of neural diseases
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2021-11-01
err17
PREAI
errSadiq, Muhammad Tariq; Akbari, Hesam; Siuly, Siuly; Yousaf, Adnan; Rehman, Ateeq Ur
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errSave
Depression recognition based on the reconstruction of phase space of EEG signals and geometrical features
errAPPLIED ACOUSTICS
IF3.6
err2021-08-01
err54
PREAI
errAkbari, Hesam; Sadiq, Muhammad Tariq; Rehman, Ateeq Ur; Ghazvini, Mahdieh; Naqvi, Rizwan Ali; Payan, Malih; Bagheri, Hourieh; Bagheri, Hamed
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errSave
Schizophrenia recognition based on the phase space dynamic of EEG signals and graphical features
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2021-08-01
err57
PREAI
errAkbari, Hesam; Ghofrani, Sedigheh; Zakalvand, Pejman; Sadiq, Muhammad Tariq
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errSave
Epileptic seizure detection using 1 D-convolutional long short-term memory neural networks
errAPPLIED ACOUSTICS
IF3.6
err2021-06-01
err53
PREAI
errHussain, Waqar; Sadiq, Muhammad Tariq; Siuly, Siuly; Rehman, Ateeq Ur
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Josep M. Guerrero
H-index: 156 · Papers: 3.0K
U
U. Rajendra Acharya
H-index: 146 · Papers: 1.1K
王
王华 (Hua Wang)
H-index: 81 · Papers: 1.5K
丁卫平 cover
丁卫平 (Weiping Ding)
H-index: 65 · Papers: 820
A
Ahmad Almogren
H-index: 60 · Papers: 395
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