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Muhammad Umer

The Islamia University of Bahawalpur
H-index:36
Citation Count:4,243
Views:0

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SentriShield-VQ: An explainable variational quantum adversarial defense framework with interpretable attribution for secure computer vision under multi-vector attacks

SentriShield-VQ：一种具有可解释归因的变分量子对抗防御框架，用于在多向量攻击下实现安全的计算机视觉

Image and Vision Computing
IF4.2
2026-07-290
PRE
Jamshed Ali Shaikh; Asma Aldrees; Ala’ Abdulmajid Eshmawi; Muhammad Umer; Catello Cascone; Yingxiang Huo
MediNet: ensemble transfer learning approach for classification of medical drugs-related text reviews using significant combined-embeddings

MediNet: 使用重要的组合嵌入对医学药物相关文本评论进行分类的集成迁移学习方法

BioData Mining
IF6.1
2026-01-300
OAAI
Tai-hoon Kim; Asma Aldrees; Dina Abdulaziz AlHammadi; Muhammad Umer; Taoufik Saidani; Shtwai Alsubai; Imran Ashraf
FISM: harnessing deep learning and reinforcement learning for precision detection of microaneurysms and retinal exudates for early diabetic retinopathy diagnosis

FISM：利用深度学习和强化学习实现微动脉瘤和视网膜渗出物的精确检测，以进行早期糖尿病视网膜病变诊断

BioData Mining
IF6.1
2025-11-010
OAAI
Abbas Rehman; Gu Naijie; Stephen Ojo; Thomas I. Nathaniel; Nagwan Abdel Samee; Muhammad Umer; Mona M. Jamjoom
Intelligent multi-modal data implementation with capsuleNet for accurate air quality index prediction

基于CapsuleNet的智能多模态数据实现，用于准确预测空气质量指数

Complex & Intelligent Systems
IF4.6
2025-10-290
OA
Hanen Karamti; Asma Aldrees; Norah Saleh Alghamdi; Muhammad Umer; Michele Nappi
Multimodal Feature Fusion with Hybrid CNN for Real-Time Sign Language Recognition in Human-Robot Interaction

基于混合CNN的多模态特征融合在人际交互中的实时手语识别

INTERNATIONAL JOURNAL OF HUMANOID ROBOTICS
IF1.6
2025-10-010
PRE
Aldrees, Asma; Alharthi, Raed; Samee, Nagwan Abdel; Jamjoom, Mona M.; Umer, Muhammad; Ullah, Faiz; Jung, Younhyun
Deepfake detection using optimized VGG16-based framework enhanced with LIME for secure digital content

基于优化VGG16框架并结合LIME的深度伪造检测，以保障数字内容安全

Image and Vision Computing
IF4.2
2025-08-280
PRE
Asma Aldrees; Nihal Abuzinadah; Muhammad Umer; Dina Abdulaziz AlHammadi; Shtwai Alsubai; Raed Alharthi
Advancing brain tumor segmentation and grading through integration of FusionNet and IBCO-based ALCResNet
IMAGE AND VISION COMPUTING
IF4.2
2025-02-010
PRE
Rehman, Abbas; Naijie, Gu; Aldrees, Asma; Umer, Muhammad; Hakeem, Abeer; Alsubai, Shtwai; Cascone, Lucia
Automated approach for fetal and maternal health management using light gradient boosting model with SHAP explainable AI
FRONTIERS IN PUBLIC HEALTH
IF3.4
2024-12-200
OAAI
Innab, Nisreen; Alsubai, Shtwai; Alabdulqader, Ebtisam Abdullah; Alarfaj, Aisha Ahmed; Umer, Muhammad; Trelova, Silvia; Ashraf, Imran
Novel approach for Arabic fake news classification using embedding from large language features with CNN-LSTM ensemble model and explainable AI
SCIENTIFIC REPORTS
IF3.9
2024-12-160
OAAI
Aboulola, Omar Ibrahim; Umer, Muhammad
Artificial intelligence-driven predictive framework for early detection of still birth (vol 29, 100203, 2024)

人工智能驱动的早产儿早期检测预测框架（vol 29, 100203, 2024）

SLAS TECHNOLOGY
IF3.7
2024-12-010
OAAI
Alzakari, Sarah A.; Aldrees, Asma; Umer, Muhammad; Cascone, Lucia; Innab, Nisreen; Ashraf, Imran
ANFIS Fuzzy convolutional neural network model for leaf disease detection
FRONTIERS IN PLANT SCIENCE
IF4.8
2024-11-051
OAAI
Kim, Tae-hoon; Shahroz, Mobeen; Alabdullah, Bayan; Innab, Nisreen; Baili, Jamel; Umer, Muhammad; Majeed, Fiaz; Ashraf, Imran
LesionNet: an automated approach for skin lesion classification using SIFT features with customized convolutional neural network
FRONTIERS IN MEDICINE
IF3
2024-10-210
OAAI
Alzakari, Sarah A.; Ojo, Stephen; Wanliss, James; Umer, Muhammad; Alsubai, Shtwai; Alasiry, Areej; Marzougui, Mehrez; Innab, Nisreen
An automated approach to predict diabetic patients using KNN imputation and effective data mining techniques
BMC MEDICAL RESEARCH METHODOLOGY
IF3.4
2024-09-272
OAAI
Altamimi, Abdulaziz; Alarfaj, Aisha Ahmed; Umer, Muhammad; Alabdulqader, Ebtisam Abdullah; Alsubai, Shtwai; Kim, Tai-hoon; Ashraf, Imran
IoT based smart framework to predict air quality in congested traffic areas using SV-CNN ensemble and KNN imputation model
COMPUTERS & ELECTRICAL ENGINEERING
IF4.9
2024-08-013
OAAI
Alnowaiser, Khaled; Alarfaj, Aisha Ahmed; Alabdulqader, Ebtisam Abdullah; Umer, Muhammad; Cascone, Lucia; Alankar, Bhavya
Multi-scale convolutional auto encoder for anomaly detection in 6G environment

6g环境下用于异常检测的多尺度卷积自动编码器

COMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
2024-08-010
PRE
Alsubai, Shtwai; Umer, Muhammad; Innab, Nisreen; Shiaeles, Stavros; Nappi, Michele
Improving prediction of blood cancer using leukemia microarray gene data and Chi2 features with weighted convolutional neural network
SCIENTIFIC REPORTS
IF3.9
2024-07-070
OAAI
Alabdulqader, Ebtisam Abdullah; Alarfaj, Aisha Ahmed; Umer, Muhammad; Eshmawi, Ala' Abdulmajid; Alsubai, Shtwai; Kim, Tai-hoon; Ashraf, Imran
Fuzzy-CNN: Improving personal human identification based on IRIS recognition using LBP features
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF3.7
2024-06-011
PRE
Khayyat, Mashael M.; Zamzami, Nuha; Zhang, Li; Nappi, Michele; Umer, Muhammad
Improving prediction of maternal health risks using PCA features and TreeNet model
PEERJ COMPUTER SCIENCE
IF2.5
2024-04-152
OAAI
Jamel, Leila; Umer, Muhammad; Saidani, Oumaima; Alabduallah, Bayan; Alsubai, Shtwai; Ishmanov, Farruh; Kim, Tai-hoon; Ashraf, Imran
White blood cells classification using multi-fold pre-processing and optimized CNN model
SCIENTIFIC REPORTS
IF3.9
2024-02-126
OAAI
Saidani, Oumaima; Umer, Muhammad; Alturki, Nazik; Alshardan, Amal; Kiran, Muniba; Alsubai, Shtwai; Kim, Tai-Hoon; Ashraf, Imran
A novel approach for breast cancer detection using optimized ensemble learning framework and XAI

基于优化集成学习框架和XAI的乳腺癌检测新方法

IMAGE AND VISION COMPUTING
IF4.2
2024-02-0110
PRE
Munshi, Raafat M.; Cascone, Lucia; Alturki, Nazik; Saidani, Oumaima; Alshardan, Amal; Umer, Muhammad

Research Directions

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I
Imran Ashraf
H-index:55Papers:532Citations:1.0万
S
Shtwai Alsubai
H-index:27Papers:218Citations:2,728
S
Saima Sadiq
H-index:23Papers:60Citations:2,046
O
Oumaima Saidani
H-index:23Papers:91Citations:1,366
A
Ala’ Abdulmajid Eshmawi
H-index:16Papers:47Citations:961
M
Michele Nappi
H-index:40Papers:358Citations:6,797
T
Turki Aljrees
H-index:13Papers:29Citations:470
S
Saleem Ullah
H-index:33Papers:93Citations:4,529
T
Tai-hoon Kim
H-index:41Papers:497Citations:6,674
K
Khaled Alnowaiser
H-index:17Papers:47Citations:985