College of Electrical & Mechanical Engineering
Faculty Ali Hassan 1

Ali Hassan

Professor
  • College of Electrical & Mechanical Engineering
  • 544444102
Summary

Academic Background
PhD (Machine Learning) University of Southampton March 03, 2008 - June 05, 2012
Honours and Awards
Best Student Presentation Awarded with best student presentation in ISIS Postgraduate Conference, held at Chillworth Manor, Southampton, UK, 2011 September 01, 2011
Ambitions Award for 2009 Awarded with Institute of Engineering & Technology Ambitions Award for 2009 September 01, 2009
Scholarship for PHD Awarded with scholarship by School of Electronics & Computer Science, University of Southampton, to cover for the third year fee during my PhD 2010--2011 September 01, 2010
Gold Medal to UG Project My co-supervised project titled ‘Multi Gig inline protocol analyzer based on software defined networking (SDN)’ won the best project award and NUST Gold Medal for the best project for the graduating degree of 2015. September 01, 2015
APICTA Silver Merit Award Asia Pacific ICT Alliance Award 2013 in Hong Kong: Our project i-Hospital won APICTA Silver Merit Award in Research and Development. September 01, 2013
Publications
AI-CADS: An Artificial Intelligence based framework for automatic early detection and severity evaluation of coronary artery disease August 01, 2025 Biomedical Signal Processing and Control - Volume:106, Article Number: 107705, Pages:10
A triple-shallow CNN with genetic algorithm channel selection method for classifying EEG complex limb movements July 01, 2025 Biomedical Signal Processing and Control - Volume:105, Article Number: 107541, Pages: 13
JamBIT: RL-based framework for disrupting adversarial information in battlefields February 02, 2025 Ad Hoc Networks - Volume 167, Article Number 103697
AI-CADR: Artificial Intelligence Based Risk Stratification of Coronary Artery Disease using Novel Non-invasive Biomarkers December 01, 2024 IEEE Journal of Biomedical and Health Informatics - Volume:28, Issue:12, Page(s):7543-7552
Advances in Pruning and Quantization for Natural Language Processing October 04, 2024 IEEE Access - Volume:12, Page(s):139113-139128
Enhancing Signature Verification Using Triplet Siamese Similarity Networks in Digital Documents September 05, 2024 Mathematics - Volume 12(17), Article Number 2757
Applications of Pruning Methods in Natural Language Processing July 05, 2024 IEEE Access - Volume 12, Pages 89418-89438
Enhanced Spatial Stream of Two-Stream Network Using Optical Flow for Human Action Recognition July 08, 2023 Applied Sciences - Volume 13, Issue 14, Article Number 8003
CoRAE: Energy Compaction-Based Correlation Pattern Recognition Training Using AutoEncoder March 08, 2023 IEEE Access - Volume:11, Page: 28014-28033
FIPAM: Fuzzy Inference based Placement and Migration Approach for NFV-based IoTs December 01, 2022 IEEE Transactions on Network and Service Management - Volume 19, Issue 4, Pages 4298-4309
Intelligent framework for automated failure prediction, detection, and classification of mission critical autonomous flights October 01, 2022 ISA Transactions - Volume 129, Part A, Pages 355-371
A Knowledge Base Technique for Detecting Multiple High-Speed Serial Interface Synchronization Errors in Multiprocessor-Based Real-Time Embedded Systems September 17, 2022 Electronics - Volume:11, Issue:18, Article Number 2945
IoTAuth: IoT Sensor Data Analytics for User Authentication Using Discriminative Feature Analysis June 08, 2022 IEEE Access - Volume 10, Pages 59115-59124
A Decision Support Framework for National Crop Production Planning October 05, 2021 IEEE Access - Volume 9, Pages 133402-133415
A novel framework for testing high-speed serial interfaces in multiprocessor based real-time embedded system August 13, 2021 Applied Sciences - Volume 11, Issue 16, Article Number 7465
TiQSA: Workload Minimization in Convolutional Neural Networks Using Tile Quantization and Symmetry Approximation April 13, 2021 IEEE Access - Volume 9, Pages 53647-53668
A Framework for Classification of Gabor Based Frequency Selective Bone Radiographs Using CNN April 01, 2021 Arabian Journal of Science and Engineering - Volume 46, Pages 4141-4152
Weight Quantization Retraining for Sparse and Compressed Spatial Domain Correlation Filters February 02, 2021 Electronics - Volume 10(3), Article Number 351
Authentication of Remote IoT Users Based on Deeper Gait Analysis of Sensor Data June 10, 2020 IEEE Access - Volume 8, Pages 101784-101796
Gaussian Mixture Model Based Probabilistic Modeling of Images for Medical Image Segmentation January 28, 2020 IEEE Access - Volume 8, Pages 16846-16856
Approximate Proximal Gradient-Based Correlation Filter for Target Tracking in Videos: A Unified Approach November 01, 2019 Arabian Journal for Science and Technology - Volume 44, Issue 11, Pages 9363-9380
Self-Paced Online vs. Cue-Based Offline Brain–Computer Interfaces for Inducing Neural Plasticity June 01, 2019 Brain Sciences - Volume: 9, Issue: 6, Article Number: 127
Pervasive blood pressure monitoring using Photoplethysmogram (PPG) sensor March 08, 2019 Future Generation Computer Systems - Volume 98, Pages 120—130
Movement intention detection in adolescents with cerebral palsy from single-trial EEG October 25, 2018 Journal of Neural Engineering - NULL
Efficient Prediction and Classification of Epileptic Seizures Using EEG Data Based on Univariate Linear Features June 01, 2018 Journal of Computers - Volume 13, Number 6, Pages 616-621
Efficient FIR Filter Implementations for Multichannel BCIs Using Xilinx System Generator January 14, 2018 BioMed Research International - Volume 2018, Article ID 9861350, 9 pages
Self-Organizing Hierarchical Particle Swarm Optimization of Correlation Filters for Object Recognition October 30, 2017 IEEE Access - Volume 5, Pages 24495-24502
Content-Adaptive Region-Based Color Texture Descriptors for Medical Images January 01, 2017 IEEE Journal of Biomedical and Health Informatics - Volume: 21, Issue: 01, Pages 162-171
Pulmonary Nodules Detection and Classification Using Hybrid Features from Computerized Tomographic Images February 01, 2016 Journal of Medical Imaging and Health Informatics - Volume 6, Number 1, Pages 252-259
EMD-Based Temporal and Spectral Features for the Classification of EEG Signals using Supervised Learning January 01, 2016 IEEE Transactions on Neural Systems and Rehabilitation Engineering - Volume: 24 Issue: 1 Pages: 28-35
A scalable architecture for geometric correction of multi-projector display systems December 01, 2015 Displays - Volume 40, Pages 104-112
Artificial Neural Network based Classification of Lungs Nodule using Hybrid Features from Computerized Tomographic Images January 01, 2015 Applied Mathematics & Information Sciences - Volume 9, No. 1, Pages 183-195
Scale and rotation invariant texture classification using covariate shift methodology March 01, 2014 IEEE Signal Processing Letters - Volume 21, Issue 3, Article number 6722919, Pages 321-324
Rotation and scale invariant texture classification by compensating for distribution changes using covariate shift in uniform local binary patterns January 02, 2014 Electronics Letters - Volume: 50, Issue:1, Pages:27-28
On Acoustic Emotion Recognition: Compensating for Covariate Shift July 01, 2013 IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING - Volume: 21, Issue: 7, Pages: 1458-1468
Texture Classification Using Rotation- and Scale-Invariant Gabor Texture Features June 01, 2013 IEEE Signal Processing Letters - Volume: 20, Issue: 6, Pages: 607-610
Classification of emotional speech using 3DEC hierarchical classifier September 01, 2012 SPEECH COMMUNICATION - Volume: 54, Issue: 7, Pages: 903-916
Crypt analysis of two time pads in case of compressed speech July 01, 2011 Computers & Electrical Engineering - NULL
Conferences
Ensemble Learning for Offline Signature Verification using Fused Deep Features February 19, 2024 - February 20, 2024 Sara Tehsin, Prof Ali Hassan, Dr Farhan Riaz, 2024 5th International Conference on Advancements in Computational Sciences (ICACS)
EMD and VMD in Pre-Movement EEG Signal Analysis: A Hybrid Mode Selection to Classify Upper Limb Complex Movements Using Statistical Features December 04, 2023 - December 06, 2023 Beenish Khalid, Ali Hassan, Ehsan Ullah Munir, Imran Khan Niazi, 2023 IEEE 20th International Conference on Smart Communities: Improving Quality of Life using AI, Robotics and IoT (HONET)
A Systematic Literature Review of Latest Cloud Forensic Frameworks, Tools and Challenges November 27, 2023 - November 29, 2023 Ummer Farooq, Arsalan Shaukat, Wasi Haider Butt , Ali Hassan, 2nd International Conference on Emerging Trends in Electrical, Control, and Telecommunication Engineering
Classification of Complicated Upper Limb Movements from Pre-movement EEG Signals Using STFT and Spectral Characteristics July 22, 2023 - July 24, 2023 Ehsan Azam, Ali Hassan, Muhammad Abdul Basit Malik, Imran Khan Niazi, IEEE Symposium on Computer-Based Medical Systems
Motor Imagery EEG Classification Using Fine-Tuned Deep Convolutional EfficientNetB0 Model February 22, 2023 - February 23, 2023 Muhammad Shahroze, Ali Hassan, Aqsa Rahim, Muhammad Hashir Ashraf, Amna Rahim, Shayaan Saghir, 3rd International Conference on Artificial Intelligence (ICAI)
A Study & Proposed Architecture for Large Scale IoT Networks in the space of Public Transportation February 22, 2023 - February 23, 2023 Afaq Ahmad Khan, Muhammad Umar Farooq, Ali Hassan, 3rd IEEE International Conference on Artificial Intelligence, ICAI 2023
Subject Wise Motor Imagery Classification from EEG Data Using Transfer Learning October 21, 2022 - October 22, 2022 Afaq Ahmad Khan, Ali Hassan, Ali Hassan, Muhammad Talha Jahangir, 2022 24th International Multitopic Conference, INMIC 2022
Machine Learning based Theoretical Framework for Failure Prediction, Detection, and Correction of Mission-Critical Flight Software May 24, 2022 - May 26, 2022 Muhammad Waqas Ahmad, Muhammad Usman Akram, Kashif Saghar, Wasi Haider Butt , Rashid Ahmad, Ali Hassan, 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)
Application of Separate Modal Analysis and Scale-Invariant Feature Transform on Clinical Data for the Screening of Breast Cancer March 19, 2021 - March 21, 2021 Amer Sohail Kashif, Mubashir Hussain, Jingzhou Zhao, Ali Hassan, Hamood Ud Rahman, Yongjun Tang, 2021 IEEE International Conference on Information Communication and Software Engineering (ICICSE)
Simulating synchronization issues on a multiprocessor embedded system for testing March 19, 2021 - March 21, 2021 Sabeen Masood, Shoab Ahmed Khan, Ali Hassan, 2021 IEEE International Conference on Information Communication and Software Engineering (ICICSE)
Identification of Remote IoT Users Using Sensor Data Analytics March 14, 2019 - March 15, 2019 Muazzam A. Khan, Nazar A. Saqib, Ali Hassan, Samera Batool, FICC: Future of Information and Communication Conference
A Survey of Deep Learning and Traditional Approaches for EEG Signal Processing and Classification November 01, 2018 - November 03, 2018 Memoona Iftikhar, Ali Hassan, Shoab A Khan, 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)
Supervised Level Sets For Dermoscopic Image Segmentation September 17, 2018 - September 20, 2018 Muntaha Sakeena, Rubata Riasat, Ali Hassan, Farhan Riaz, 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom)
Segmentation of heart sound by clustering using spectral and temporal features September 06, 2018 - September 07, 2018 Shah Khalid, Ali Hassan, Sana Ullah, Farhan Riaz, IEEE Intelligent Systems Conference IntelliSys 2018
Curve Evolution Based on Edge Following Algorithm for Medical Image Segmentation September 06, 2018 - September 07, 2018 Sana Ullah, Shah Khalid, Farhan Hussain, Ali Hassan, Farhan Riaz, IEEE Intelligent Systems Conference IntelliSys 2018
Convolutional neural network based image segmentation: a review April 27, 2018 - April 30, 2018 Hina Ajmal, Saad Rehman, Muhammad Umar Farooq, Qurrat-ul-Ain, Farhan Riaz, Ali Hassan, SPIE Defense + Security
Comparison of SIFT and ASIFT based filters for better recognition and tracking in a remote scene environment April 27, 2018 - April 30, 2018 Haris Masood, Saad Rehman, Qaiser Chaudry, Farhan Riaz , Ali Hassan, Muhammad Umar Farooq, SPIE Defense + Security
PCA and LDA based Classifiers for Osteoporosis Identification April 15, 2018 - April 19, 2018 Hina Ajmal , Saad Rehman , Farhan Riaz , Ali Hassan, Aqib Perwaiz, Qurrat U. Ain, 29th Pattern Recognition and Tracking Conference held from 15-19 Apr 2018 in USA
Estimation of Illumination Map form Dermoscopy Images for Extracting Differential Structure using Gabor Local mesh Patterns December 14, 2017 - December 16, 2017 Farhan Riaz, Rida Nisar, Ali Hassan, Muntaha Sakeena, Muhammad Ajmal Azad, 2017 International Conference on Computational Science and Computational Intelligence (CSCI)
Detection and Classification of Pilots Cognitive State using EEG September 08, 2017 - September 11, 2017 Q.A. Khan, Ali Hassan, Saad Rehman, Farhan Riaz, 2nd IEEE International Conference on Computational Intelligence and Applications
Automatic Tracking of Cervical Spine Using Fluoroscopic Sequences September 07, 2017 - September 08, 2017 Muhammad Nauman, Ali Hassan, Farhan Riaz , Saad Rehman, Rasmus Wiberg Nedergard, Kelly Holt, Heidi Haavik, Imran Khan Niazi, IEEE Intelligent Systems Conference
Fully Invariant Wavelet Enhanced Minimum Average Correlation Energy Filter for Object Recognition in Cluttered and Occluded Environments April 09, 2017 - April 13, 2017 Sara Tehsin, Saad Rehman, Farhan Riaz, Omer Saeed, Ali Hassan, Muazzam Khan, Muhammad S. Alam, Pattern Recognition and Tracking XXVIII(2017)
Efficient Predication and Classification of Epileptic Seizures using EEG data based on Univariate Linear Features December 07, 2016 - December 11, 2016 Muhammad Usman, Ali Hassan, 2016 9th International Conference on Computer and Electrical Engineering (ICCEE 2016)
Transfer Learning for Electroencephalogram Signal December 07, 2016 - December 11, 2016 Farah Abid, Ali Hassan, Anum Abid, Imran Khan Niazi, Mads Jochumsen, 9th International Conference on Computer and Electrical Engineering
Detection of Acoustic Events by using MFCC and Spectro-Temporal Gabor Filterbank Features November 21, 2016 - November 24, 2016 Umair Zafar Khan, M Usman Akram, Ali Hassan, Arslan Shaukat, Muhammad Kashan Basit, Abdul Wahid, 8th International Conference on Signal Processing Systems
How well can the fusion of Gabor filters and local binary patterns help in identifying gastric lesions? August 16, 2016 - August 20, 2016 Farhan Riaz, Ali Hassan, Pedro Pimentel-Nunes, Diogo Libnio e Jorge Lage, Miguel Tavares Coimbra, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Crowd Counting using Adaptive Segmentation in a Congregation August 13, 2016 - August 15, 2016 Muhamad Sajid, Shoab A Khan, Ali Hassan, 2016 IEEE International Conference on Signal and Image Processing (ICSIP)
Fully Invariant Quaternion Based Filter for Target Recognition October 19, 2015 - October 21, 2015 Dilshad Sabir, Saad Rehman, Ali Hassan, 2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)
Using a Portable Device for Online Single-Trail MRCP Detection and Classification October 14, 2015 - October 16, 2015 Ali Hassan, Usman Ghani, Farhan Riaz, Saad Rehman, Mads Jochumsen, Denise Taylor, Imran Khan Niazi, Intelligent Data Engineering and Automated Learning – IDEAL 2015
Separate Modal Analysis using Scale Invariant Feature Transform (SIFT) with Digital Image Elasto Tomography (DIET) for breast cancer screening test August 13, 2015 - August 15, 2015 Amer Sohail Kashif, Mubashir Hussain, Hamood Ur Rehman, Owais Nazir, Ali Hassan, Muhammad Awais Dildar, 2015 International Conference on Informative and Cybernetics for Computational Social Systems (ICCSS)
A Robust Classification Model based on iBSA and GCA Biomarker for Diagnosis of Epilepsy May 03, 2015 - May 06, 2015 Ali Hassan, Farhan Riaz, Abdul Basit, 2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)
A Robust Classification Model with Voting based feature Selection for Diagnosis of Epilepsy May 03, 2015 - May 06, 2015 Ali Hassan, Farhan Riaz, Abdul Basit, 2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)
An Empirical Study to Remove Noise from Signal-Trail MRCP for Movement Intention Detection May 03, 2015 - May 06, 2015 Ali Hassan, Farhan Riaz, Saad Rehman, Mads Jochumsen, Imran Niazi, Kim Dremstrup, 2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)
Enhanced Dynamic Quadrant Histogram Equalization Plateau Limit for Image Contrast Enhancement April 29, 2015 - May 01, 2015 Rizwan Khalid, Saad Rehman, Farhan Riaz, Ali Hassan, 2015 Fifth International Conference on Digital Information and Communication Technology and its Applications (DICTAP)
DSP Middleware Adaptation for Network on System (NoS) based Hybrid Embedded System November 10, 2014 - November 13, 2014 Abu Bakr Nisar Alvi, Shoab A Khan, Ali Hassan, Umer Farooq, 2014 IEEE/ACS 11th International Conference on Computer Systems and Applications (AICCSA)
Distance Regularized Curve Evolution: A Formulation Using Creaseness Features for Dermoscopic Image Segmentation October 19, 2014 - October 23, 2014 Jahan Zeb, Farhan Riaz, Ali Hassan, 2014 12th International Conference on Signal Processing (ICSP)
Blood Vessel Segmentation and Centerline Extraction based on Multilayered Thresholding in CT Images September 26, 2014 - September 29, 2014 Sidra Rashid, Shagufta, Shoab A Khan, Ali Hassan, The 2nd International Conference on Intelligent Systems and Image Processing 2014 (ICISIP2014)
Processing movement related cortical potentials in EEG signals for identification of slow and fast movements August 26, 2014 - August 30, 2014 Farhan Riaz, Ali Hassan, Saad Rehman, Imran Niazi, M. Jochumsen, K. Dremstrup, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Daily Sound Recognition for Elderly People using Ensemble Methods August 19, 2014 - August 21, 2014 Arslan Shaukat, Muhammad Ahsan, Ali Hassan, Farhan Riaz, 2014 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)
Classification of Kinetics of Movement for Lower Limb using Covariate Shift Method for Brain Computer Interface May 04, 2014 - May 09, 2014 Ali Hassan, Imran Khan Niazi, M. Jochumsen, Farhan Riaz, K. Dremstrup, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Network on Hybrid Processors based High End Embedded System March 18, 2014 - March 20, 2014 Abu Bakr Nisar Alvi, Shoab A Khan, Ali Hassan, Second International Conference on Technological Advances in Electrical, Electronics and Computer Engineering
Covariate Shift Approach for Invariant Texture Classification September 22, 2013 - September 25, 2013 Ali Hassan, Arslan Shaukat, 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP)
Lab Demonstrator NUST January 01, 2007 - February 29, 2008
Teaching Assistant NUST College of EME May 03, 2004 - January 13, 2006