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M

Muhammad Umer

The Islamia University of Bahawalpur

36H-index
141Paper Count
4.2KCitation Count
Published Papers 65
Publication Date
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SentriShield-VQ: An explainable variational quantum adversarial defense framework with interpretable attribution for secure computer vision under multi-vector attacks
errImage and Vision Computing
IF4.2
err2026-07-29
err0
PREAI
errJamshed Ali Shaikh; Asma Aldrees; Ala’ Abdulmajid Eshmawi; Muhammad Umer; Catello Cascone; Yingxiang Huo
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errSave
MediNet: ensemble transfer learning approach for classification of medical drugs-related text reviews using significant combined-embeddings
errBioData Mining
IF6.1
err2026-01-30
err0
errOAAI
errTai-hoon Kim; Asma Aldrees; Dina Abdulaziz AlHammadi; Muhammad Umer; Taoufik Saidani; Shtwai Alsubai; Imran Ashraf
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errSave
FISM: harnessing deep learning and reinforcement learning for precision detection of microaneurysms and retinal exudates for early diabetic retinopathy diagnosis
errBioData Mining
IF6.1
err2025-11-01
err0
errOAAI
errAbbas Rehman; Gu Naijie; Stephen Ojo; Thomas I. Nathaniel; Nagwan Abdel Samee; Muhammad Umer; Mona M. Jamjoom
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errSave
Intelligent multi-modal data implementation with capsuleNet for accurate air quality index prediction
errComplex & Intelligent Systems
IF4.6
err2025-10-29
err0
errOAAI
errHanen Karamti; Asma Aldrees; Norah Saleh Alghamdi; Muhammad Umer; Michele Nappi
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errSave
Multimodal Feature Fusion with Hybrid CNN for Real-Time Sign Language Recognition in Human-Robot Interaction
errINTERNATIONAL JOURNAL OF HUMANOID ROBOTICS
IF1.6
err2025-10-01
err0
PREAI
errAldrees, Asma; Alharthi, Raed; Samee, Nagwan Abdel; Jamjoom, Mona M.; Umer, Muhammad; Ullah, Faiz; Jung, Younhyun
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errSave
Deepfake detection using optimized VGG16-based framework enhanced with LIME for secure digital content
errImage and Vision Computing
IF4.2
err2025-08-28
err0
PREAI
errAsma Aldrees; Nihal Abuzinadah; Muhammad Umer; Dina Abdulaziz AlHammadi; Shtwai Alsubai; Raed Alharthi
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errSave
Advancing brain tumor segmentation and grading through integration of FusionNet and IBCO-based ALCResNet
errIMAGE AND VISION COMPUTING
IF4.2
err2025-02-01
err0
PREAI
errRehman, Abbas; Naijie, Gu; Aldrees, Asma; Umer, Muhammad; Hakeem, Abeer; Alsubai, Shtwai; Cascone, Lucia
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errSave
Automated approach for fetal and maternal health management using light gradient boosting model with SHAP explainable AI
errFRONTIERS IN PUBLIC HEALTH
IF3.4
err2024-12-20
err0
errOAAI
errInnab, Nisreen; Alsubai, Shtwai; Alabdulqader, Ebtisam Abdullah; Alarfaj, Aisha Ahmed; Umer, Muhammad; Trelova, Silvia; Ashraf, Imran
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errSave
Novel approach for Arabic fake news classification using embedding from large language features with CNN-LSTM ensemble model and explainable AI
errSCIENTIFIC REPORTS
IF3.9
err2024-12-16
err0
errOAAI
errAboulola, Omar Ibrahim; Umer, Muhammad
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errSave
Artificial intelligence-driven predictive framework for early detection of still birth (vol 29, 100203, 2024)
errSLAS TECHNOLOGY
IF3.7
err2024-12-01
err0
errOAAI
errAlzakari, Sarah A.; Aldrees, Asma; Umer, Muhammad; Cascone, Lucia; Innab, Nisreen; Ashraf, Imran
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errSave
ANFIS Fuzzy convolutional neural network model for leaf disease detection
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2024-11-05
err1
errOAAI
errKim, Tae-hoon; Shahroz, Mobeen; Alabdullah, Bayan; Innab, Nisreen; Baili, Jamel; Umer, Muhammad; Majeed, Fiaz; Ashraf, Imran
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errSave
LesionNet: an automated approach for skin lesion classification using SIFT features with customized convolutional neural network
errFRONTIERS IN MEDICINE
IF3
err2024-10-21
err0
errOAAI
errAlzakari, Sarah A.; Ojo, Stephen; Wanliss, James; Umer, Muhammad; Alsubai, Shtwai; Alasiry, Areej; Marzougui, Mehrez; Innab, Nisreen
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errSave
An automated approach to predict diabetic patients using KNN imputation and effective data mining techniques
errBMC MEDICAL RESEARCH METHODOLOGY
IF3.4
err2024-09-27
err2
errOAAI
errAltamimi, Abdulaziz; Alarfaj, Aisha Ahmed; Umer, Muhammad; Alabdulqader, Ebtisam Abdullah; Alsubai, Shtwai; Kim, Tai-hoon; Ashraf, Imran
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errSave
IoT based smart framework to predict air quality in congested traffic areas using SV-CNN ensemble and KNN imputation model
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2024-08-01
err3
errOAAI
errAlnowaiser, Khaled; Alarfaj, Aisha Ahmed; Alabdulqader, Ebtisam Abdullah; Umer, Muhammad; Cascone, Lucia; Alankar, Bhavya
errShare
errSave
Multi-scale convolutional auto encoder for anomaly detection in 6G environment
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2024-08-01
err0
PREAI
errAlsubai, Shtwai; Umer, Muhammad; Innab, Nisreen; Shiaeles, Stavros; Nappi, Michele
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errSave
Improving prediction of blood cancer using leukemia microarray gene data and Chi2 features with weighted convolutional neural network
errSCIENTIFIC REPORTS
IF3.9
err2024-07-07
err0
errOAAI
errAlabdulqader, Ebtisam Abdullah; Alarfaj, Aisha Ahmed; Umer, Muhammad; Eshmawi, Ala' Abdulmajid; Alsubai, Shtwai; Kim, Tai-hoon; Ashraf, Imran
errShare
errSave
Fuzzy-CNN: Improving personal human identification based on IRIS recognition using LBP features
errJOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF3.7
err2024-06-01
err1
PREAI
errKhayyat, Mashael M.; Zamzami, Nuha; Zhang, Li; Nappi, Michele; Umer, Muhammad
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errSave
Improving prediction of maternal health risks using PCA features and TreeNet model
errPEERJ COMPUTER SCIENCE
IF2.5
err2024-04-15
err2
errOAAI
errJamel, Leila; Umer, Muhammad; Saidani, Oumaima; Alabduallah, Bayan; Alsubai, Shtwai; Ishmanov, Farruh; Kim, Tai-hoon; Ashraf, Imran
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errSave
White blood cells classification using multi-fold pre-processing and optimized CNN model
errSCIENTIFIC REPORTS
IF3.9
err2024-02-12
err6
errOAAI
errSaidani, Oumaima; Umer, Muhammad; Alturki, Nazik; Alshardan, Amal; Kiran, Muniba; Alsubai, Shtwai; Kim, Tai-Hoon; Ashraf, Imran
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errSave
A novel approach for breast cancer detection using optimized ensemble learning framework and XAI
errIMAGE AND VISION COMPUTING
IF4.2
err2024-02-01
err10
PREAI
errMunshi, Raafat M.; Cascone, Lucia; Alturki, Nazik; Saidani, Oumaima; Alshardan, Amal; Umer, Muhammad
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Seyedali Mirjalili
H-index: 132 · Papers: 792
陈
陈小源 (Xiaoyuan Chen)
H-index: 115 · Papers: 727
M
Mohammad S. Obaidat
H-index: 71 · Papers: 1.2K
A
Ali Kashif Bashir
H-index: 62 · Papers: 458
T
Tae‐Hoon Kim
H-index: 58 · Papers: 763
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