Publications by Tags
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active contour acute lymphoblastic leukemia AlexNet anomaly detection biomedical imaging BPT classification CNN computer vision deep learning dermoscopy EfficientNetB3 ensemble classifier Explainable AI feature attribution feature fusion feature selection gastrointestinal diseases hybrid methods image explanations image segmentation InceptionV3 industrial AI Industry 4.0 JSEG leukemia LIME machine learning medical image analysis medical imaging MRI object classification object detection object recognition region-based segmentation saliency methods SHAP ShapBPT Shapley values SIFT skin lesion stratified sampling transfer learning U-Net VAE-GAN VGG-19 VGG19 WCE XAI
active contour
- Region-Based Active Contour JSEG Fusion Technique for Skin Lesion Segmentation from Dermoscopic Images
Biomedical Research, 2019
Paper PDF
acute lymphoblastic leukemia
- Acute Lymphoblastic Leukemia Classification: Deep Learning Techniques for Blood Diseases Diagnosis
Journal of Computing & Biomedical Informatics, 2025
Paper PDF
AlexNet
- Object Detection and Classification Based on Feature Fusion and Deep Convolutional Neural Network
COMSATS University Islamabad, Wah Campus, 2019
anomaly detection
- ShapBPT in Perspective: A Consolidated Review and an eXplainable Anomaly Detection Case Study
QualITA Workshop | ICPE 2026 (ACM), 2026
Paper Code - Improving Trust in Safety-Critical AI Systems: Explainable AI and Anomaly Detection Frameworks for Human Safety in Smart Industries
University of Torino, 2026 Code PDF - Can I trust my anomaly detection system? A case study based on explainable AI
xAI 2024 | Explainable Artificial Intelligence, 2024
Paper Code arXiv
biomedical imaging
- A Novel Light U-Net Model for Left Ventricle Segmentation Using MRI
Mathematics (MDPI), 2023
Paper PDF
BPT
- ShapBPT: Image Feature Attributions using Data-Aware Binary Partition Trees
AAAI-26 | 40th Annual AAAI Conference on Artificial Intelligence, 2026
Paper Code arXiv
classification
- An Integrated Framework of Skin Lesion Detection and Recognition through Saliency Method and Optimal Deep Neural Network Feature Selection
Neural Computing and Applications (Springer), 2019
Paper PDF - Classification of Gastrointestinal Diseases of Stomach from WCE Using Improved Saliency-Based Method and Discriminant Feature Selection
Multimedia Tools and Applications (Springer), 2019
Paper PDF - Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features
Multimedia Tools and Applications (Springer), 2018
Paper Code PDF
CNN
- A Novel Light U-Net Model for Left Ventricle Segmentation Using MRI
Mathematics (MDPI), 2023
Paper PDF - A Sustainable Deep Learning Framework for Object Recognition Using Multi-Layers Deep Features Fusion and Selection
Sustainability (MDPI), 2020
Paper Code PDF - Object Detection and Classification Based on Feature Fusion and Deep Convolutional Neural Network
COMSATS University Islamabad, Wah Campus, 2019 - Deep CNN and Geometric Features-Based Gastrointestinal Tract Diseases Detection and Classification from Wireless Capsule Endoscopy Images
Journal of Experimental & Theoretical Artificial Intelligence (Taylor & Francis), 2019
Paper PDF - Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features
Multimedia Tools and Applications (Springer), 2018
Paper Code PDF
computer vision
- ShapBPT in Perspective: A Consolidated Review and an eXplainable Anomaly Detection Case Study
QualITA Workshop | ICPE 2026 (ACM), 2026
Paper Code - Improving Trust in Safety-Critical AI Systems: Explainable AI and Anomaly Detection Frameworks for Human Safety in Smart Industries
University of Torino, 2026 Code PDF - A Sustainable Deep Learning Framework for Object Recognition Using Multi-Layers Deep Features Fusion and Selection
Sustainability (MDPI), 2020
Paper Code PDF - An Integrated Framework of Skin Lesion Detection and Recognition through Saliency Method and Optimal Deep Neural Network Feature Selection
Neural Computing and Applications (Springer), 2019
Paper PDF - Region-Based Active Contour JSEG Fusion Technique for Skin Lesion Segmentation from Dermoscopic Images
Biomedical Research, 2019
Paper PDF - Classification of Gastrointestinal Diseases of Stomach from WCE Using Improved Saliency-Based Method and Discriminant Feature Selection
Multimedia Tools and Applications (Springer), 2019
Paper PDF - Object Detection and Classification Based on Feature Fusion and Deep Convolutional Neural Network
COMSATS University Islamabad, Wah Campus, 2019 - Deep CNN and Geometric Features-Based Gastrointestinal Tract Diseases Detection and Classification from Wireless Capsule Endoscopy Images
Journal of Experimental & Theoretical Artificial Intelligence (Taylor & Francis), 2019
Paper PDF - Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features
Multimedia Tools and Applications (Springer), 2018
Paper Code PDF
deep learning
- Acute Lymphoblastic Leukemia Classification: Deep Learning Techniques for Blood Diseases Diagnosis
Journal of Computing & Biomedical Informatics, 2025
Paper PDF - A Novel Light U-Net Model for Left Ventricle Segmentation Using MRI
Mathematics (MDPI), 2023
Paper PDF - A Sustainable Deep Learning Framework for Object Recognition Using Multi-Layers Deep Features Fusion and Selection
Sustainability (MDPI), 2020
Paper Code PDF - An Integrated Framework of Skin Lesion Detection and Recognition through Saliency Method and Optimal Deep Neural Network Feature Selection
Neural Computing and Applications (Springer), 2019
Paper PDF - Object Detection and Classification Based on Feature Fusion and Deep Convolutional Neural Network
COMSATS University Islamabad, Wah Campus, 2019 - Deep CNN and Geometric Features-Based Gastrointestinal Tract Diseases Detection and Classification from Wireless Capsule Endoscopy Images
Journal of Experimental & Theoretical Artificial Intelligence (Taylor & Francis), 2019
Paper PDF - Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features
Multimedia Tools and Applications (Springer), 2018
Paper Code PDF
dermoscopy
- An Integrated Framework of Skin Lesion Detection and Recognition through Saliency Method and Optimal Deep Neural Network Feature Selection
Neural Computing and Applications (Springer), 2019
Paper PDF - Region-Based Active Contour JSEG Fusion Technique for Skin Lesion Segmentation from Dermoscopic Images
Biomedical Research, 2019
Paper PDF
EfficientNetB3
- Acute Lymphoblastic Leukemia Classification: Deep Learning Techniques for Blood Diseases Diagnosis
Journal of Computing & Biomedical Informatics, 2025
Paper PDF
ensemble classifier
- Object Detection and Classification Based on Feature Fusion and Deep Convolutional Neural Network
COMSATS University Islamabad, Wah Campus, 2019
Explainable AI
feature attribution
- ShapBPT: Image Feature Attributions using Data-Aware Binary Partition Trees
AAAI-26 | 40th Annual AAAI Conference on Artificial Intelligence, 2026
Paper Code arXiv
feature fusion
- A Sustainable Deep Learning Framework for Object Recognition Using Multi-Layers Deep Features Fusion and Selection
Sustainability (MDPI), 2020
Paper Code PDF - Object Detection and Classification Based on Feature Fusion and Deep Convolutional Neural Network
COMSATS University Islamabad, Wah Campus, 2019 - Deep CNN and Geometric Features-Based Gastrointestinal Tract Diseases Detection and Classification from Wireless Capsule Endoscopy Images
Journal of Experimental & Theoretical Artificial Intelligence (Taylor & Francis), 2019
Paper PDF - Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features
Multimedia Tools and Applications (Springer), 2018
Paper Code PDF
feature selection
- A Sustainable Deep Learning Framework for Object Recognition Using Multi-Layers Deep Features Fusion and Selection
Sustainability (MDPI), 2020
Paper Code PDF - An Integrated Framework of Skin Lesion Detection and Recognition through Saliency Method and Optimal Deep Neural Network Feature Selection
Neural Computing and Applications (Springer), 2019
Paper PDF - Classification of Gastrointestinal Diseases of Stomach from WCE Using Improved Saliency-Based Method and Discriminant Feature Selection
Multimedia Tools and Applications (Springer), 2019
Paper PDF
gastrointestinal diseases
- Classification of Gastrointestinal Diseases of Stomach from WCE Using Improved Saliency-Based Method and Discriminant Feature Selection
Multimedia Tools and Applications (Springer), 2019
Paper PDF - Deep CNN and Geometric Features-Based Gastrointestinal Tract Diseases Detection and Classification from Wireless Capsule Endoscopy Images
Journal of Experimental & Theoretical Artificial Intelligence (Taylor & Francis), 2019
Paper PDF
hybrid methods
- A Sustainable Deep Learning Framework for Object Recognition Using Multi-Layers Deep Features Fusion and Selection
Sustainability (MDPI), 2020
Paper Code PDF - Region-Based Active Contour JSEG Fusion Technique for Skin Lesion Segmentation from Dermoscopic Images
Biomedical Research, 2019
Paper PDF - Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features
Multimedia Tools and Applications (Springer), 2018
Paper Code PDF
image explanations
- Using Stratified Sampling to Improve LIME Image Explanations
AAAI-24 - 38th AAAI Conference on Artificial Intelligence, 2024
Paper Code
image segmentation
- A Novel Light U-Net Model for Left Ventricle Segmentation Using MRI
Mathematics (MDPI), 2023
Paper PDF - An Integrated Framework of Skin Lesion Detection and Recognition through Saliency Method and Optimal Deep Neural Network Feature Selection
Neural Computing and Applications (Springer), 2019
Paper PDF - Region-Based Active Contour JSEG Fusion Technique for Skin Lesion Segmentation from Dermoscopic Images
Biomedical Research, 2019
Paper PDF - Classification of Gastrointestinal Diseases of Stomach from WCE Using Improved Saliency-Based Method and Discriminant Feature Selection
Multimedia Tools and Applications (Springer), 2019
Paper PDF
InceptionV3
industrial AI
- ShapBPT in Perspective: A Consolidated Review and an eXplainable Anomaly Detection Case Study
QualITA Workshop | ICPE 2026 (ACM), 2026
Paper Code - Improving Trust in Safety-Critical AI Systems: Explainable AI and Anomaly Detection Frameworks for Human Safety in Smart Industries
University of Torino, 2026 Code PDF - Can I trust my anomaly detection system? A case study based on explainable AI
xAI 2024 | Explainable Artificial Intelligence, 2024
Paper Code arXiv
Industry 4.0
JSEG
- Region-Based Active Contour JSEG Fusion Technique for Skin Lesion Segmentation from Dermoscopic Images
Biomedical Research, 2019
Paper PDF
leukemia
- Acute Lymphoblastic Leukemia Classification: Deep Learning Techniques for Blood Diseases Diagnosis
Journal of Computing & Biomedical Informatics, 2025
Paper PDF
LIME
- Improving Trust in Safety-Critical AI Systems: Explainable AI and Anomaly Detection Frameworks for Human Safety in Smart Industries
University of Torino, 2026 Code PDF - Using Stratified Sampling to Improve LIME Image Explanations
AAAI-24 - 38th AAAI Conference on Artificial Intelligence, 2024
Paper Code
machine learning
- Classification of Gastrointestinal Diseases of Stomach from WCE Using Improved Saliency-Based Method and Discriminant Feature Selection
Multimedia Tools and Applications (Springer), 2019
Paper PDF
medical image analysis
- Acute Lymphoblastic Leukemia Classification: Deep Learning Techniques for Blood Diseases Diagnosis
Journal of Computing & Biomedical Informatics, 2025
Paper PDF
medical imaging
- A Novel Light U-Net Model for Left Ventricle Segmentation Using MRI
Mathematics (MDPI), 2023
Paper PDF - An Integrated Framework of Skin Lesion Detection and Recognition through Saliency Method and Optimal Deep Neural Network Feature Selection
Neural Computing and Applications (Springer), 2019
Paper PDF - Region-Based Active Contour JSEG Fusion Technique for Skin Lesion Segmentation from Dermoscopic Images
Biomedical Research, 2019
Paper PDF - Classification of Gastrointestinal Diseases of Stomach from WCE Using Improved Saliency-Based Method and Discriminant Feature Selection
Multimedia Tools and Applications (Springer), 2019
Paper PDF - Deep CNN and Geometric Features-Based Gastrointestinal Tract Diseases Detection and Classification from Wireless Capsule Endoscopy Images
Journal of Experimental & Theoretical Artificial Intelligence (Taylor & Francis), 2019
Paper PDF
MRI
- A Novel Light U-Net Model for Left Ventricle Segmentation Using MRI
Mathematics (MDPI), 2023
Paper PDF
object classification
- Object Detection and Classification Based on Feature Fusion and Deep Convolutional Neural Network
COMSATS University Islamabad, Wah Campus, 2019
object detection
- Object Detection and Classification Based on Feature Fusion and Deep Convolutional Neural Network
COMSATS University Islamabad, Wah Campus, 2019 - Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features
Multimedia Tools and Applications (Springer), 2018
Paper Code PDF
object recognition
region-based segmentation
- Region-Based Active Contour JSEG Fusion Technique for Skin Lesion Segmentation from Dermoscopic Images
Biomedical Research, 2019
Paper PDF
saliency methods
- An Integrated Framework of Skin Lesion Detection and Recognition through Saliency Method and Optimal Deep Neural Network Feature Selection
Neural Computing and Applications (Springer), 2019
Paper PDF - Classification of Gastrointestinal Diseases of Stomach from WCE Using Improved Saliency-Based Method and Discriminant Feature Selection
Multimedia Tools and Applications (Springer), 2019
Paper PDF
SHAP
ShapBPT
- ShapBPT in Perspective: A Consolidated Review and an eXplainable Anomaly Detection Case Study
QualITA Workshop | ICPE 2026 (ACM), 2026
Paper Code - Improving Trust in Safety-Critical AI Systems: Explainable AI and Anomaly Detection Frameworks for Human Safety in Smart Industries
University of Torino, 2026 Code PDF - ShapBPT: Image Feature Attributions using Data-Aware Binary Partition Trees
AAAI-26 | 40th Annual AAAI Conference on Artificial Intelligence, 2026
Paper Code arXiv
Shapley values
- ShapBPT: Image Feature Attributions using Data-Aware Binary Partition Trees
AAAI-26 | 40th Annual AAAI Conference on Artificial Intelligence, 2026
Paper Code arXiv
SIFT
- Object Detection and Classification Based on Feature Fusion and Deep Convolutional Neural Network
COMSATS University Islamabad, Wah Campus, 2019 - Object Detection and Classification: A Joint Selection and Fusion Strategy of Deep Convolutional Neural Network and SIFT Point Features
Multimedia Tools and Applications (Springer), 2018
Paper Code PDF
skin lesion
- An Integrated Framework of Skin Lesion Detection and Recognition through Saliency Method and Optimal Deep Neural Network Feature Selection
Neural Computing and Applications (Springer), 2019
Paper PDF - Region-Based Active Contour JSEG Fusion Technique for Skin Lesion Segmentation from Dermoscopic Images
Biomedical Research, 2019
Paper PDF
stratified sampling
- Using Stratified Sampling to Improve LIME Image Explanations
AAAI-24 - 38th AAAI Conference on Artificial Intelligence, 2024
Paper Code
transfer learning
U-Net
- A Novel Light U-Net Model for Left Ventricle Segmentation Using MRI
Mathematics (MDPI), 2023
Paper PDF
VAE-GAN
- ShapBPT in Perspective: A Consolidated Review and an eXplainable Anomaly Detection Case Study
QualITA Workshop | ICPE 2026 (ACM), 2026
Paper Code - Improving Trust in Safety-Critical AI Systems: Explainable AI and Anomaly Detection Frameworks for Human Safety in Smart Industries
University of Torino, 2026 Code PDF - Can I trust my anomaly detection system? A case study based on explainable AI
xAI 2024 | Explainable Artificial Intelligence, 2024
Paper Code arXiv
VGG-19
- Object Detection and Classification Based on Feature Fusion and Deep Convolutional Neural Network
COMSATS University Islamabad, Wah Campus, 2019
VGG19
WCE
- Classification of Gastrointestinal Diseases of Stomach from WCE Using Improved Saliency-Based Method and Discriminant Feature Selection
Multimedia Tools and Applications (Springer), 2019
Paper PDF - Deep CNN and Geometric Features-Based Gastrointestinal Tract Diseases Detection and Classification from Wireless Capsule Endoscopy Images
Journal of Experimental & Theoretical Artificial Intelligence (Taylor & Francis), 2019
Paper PDF
XAI
- ShapBPT in Perspective: A Consolidated Review and an eXplainable Anomaly Detection Case Study
QualITA Workshop | ICPE 2026 (ACM), 2026
Paper Code - Improving Trust in Safety-Critical AI Systems: Explainable AI and Anomaly Detection Frameworks for Human Safety in Smart Industries
University of Torino, 2026 Code PDF - ShapBPT: Image Feature Attributions using Data-Aware Binary Partition Trees
AAAI-26 | 40th Annual AAAI Conference on Artificial Intelligence, 2026
Paper Code arXiv - Can I trust my anomaly detection system? A case study based on explainable AI
xAI 2024 | Explainable Artificial Intelligence, 2024
Paper Code arXiv - Using Stratified Sampling to Improve LIME Image Explanations
AAAI-24 - 38th AAAI Conference on Artificial Intelligence, 2024
Paper Code
