Bahria University

DR. RAHEEL SIDDIQI

PERSONAL INFORMATION
Email	drraheel.bukc@bahria.edu.pk
Phone Ext.	02199240002
Research Areas / Expertise	Deep Learning, Computer Vision, Semi-structured data

Publications

Journals & Conferences

• Improving Teaching and Learning through Automated Short-Answer Marking | IEEE Transactions on Learning Technologies
• A Region-based Approach to the Automated Marking of Short Textual Answers | Sir Syed University Research Journal of Engineering and Technology
• Automated Apple Defect Detection using State-of-the-Art Object Detection Techniques | SN Applied Sciences
• Efficient Pediatric Pneumonia Diagnosis Using Depthwise Separable Convolutions | SN Computer Science
• Fruit-classification model resilience under adversarial attack | SN Applied Sciences
• Susceptibility of paediatric pneumonia detection model under projected gradient descent adversarial attacks | International Journal of Electronic Security and Digital Forensics
• Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey | Journal of Imaging
• A novel methodology for offline English handwritten character recognition using ELBP-based sequential (CNN) | Neural Computing and Applications
• Auto encoder-based defense mechanism against popular adversarial attacks in deep learning | PLoS ONE
• Offline English Handwritten Character Recognition using Sequential Convolutional Neural Network | Sukkur IBA Journal of Computing and Mathematical Sciences