Bahria University

DR. SHEHZAD KHALID

PERSONAL INFORMATION
Email	shehzad@bahria.edu.pk
Phone Ext.	92519259460
Research Areas / Expertise	Machine Learning, Computer vision, Machine Learning, Computer vision

Publications

Journals

• Detection of neovascularization in retinal images using multivariate m-medios based classifier | Computerized Medical Imaging and Graphics
• Identification and Classification of Microaneurysms for early detection of diabetic retinopathy | Pattern Recognition
• Detection and classification of retinal lesions for grading of diabetic retinopathy | Computers in Biology and Medicine
• Intelligent Optimization of Wireless Sensor Networks through Bio-Inspired Computing: Survey and Future Directions | International Journal of Distributed Sensor Networks
• Classifying spatiotemporal object trajectories using unsupervised learning in the coefficient feature space | ACM Multimedia Systems Special Issue: Multimedia video surveillance
• Automatic motion learning in the presence of anomalies using coefficient feature space representation of trajectories | Acta Automatica Sinica
• Motion based behaviour learning, profiling and classification in the presence on anomalies | Pattern Recognition
• Activity classification and anomaly detection using m-Mediods based modeling of motion patterns | Pattern Recognition
• Frameworks for multivariate m-mediods based modeling and classification in Euclidean and general feature spaces | Pattern Recognition
• Incremental indexing and retrieval mechanism for scalable and robust contour-based shape matching | Multimedia Systems
• Identification and Classification of Microaneurysms for Early Detection of Diabetic Retinopathy | Pattern Recognition
• Intelligent Optimization of Wireless Sensor Network through Bio-Inspired Computing: Survey and Future Directions | International Journal of Distributed Sensor Network
• Detection of neovascularization in retinal images using multivariate m-Mediods based classifier | Computerized Medical Imaging and Graphics
• Detection and classification of retinal lesions for grading of diabetic retinopathy | Journal of Computers in Biology and Medicine
• Machine learning, a solution for intrusion detection | Journal of Basic and Applied Scientific Research
• Accurate and efficient shape matching approach using vocabularies of multi-feature space representations | Journal of Real Time Image Processing
• Robust Framework to Combine Diverse Classifiers Assigning Distributed Confidence to Individual Classifiers at Class Level | Scientific World Journal
• A novel stemming approach for Urdu language | Journal of Applied Environmental and Biological Sciences
• A Review of offline signature verification techniques | Journal of Applied Environmental and Biological Sciences
• Online signature verification : A review | Journal of Applied Environmental and Biological Sciences
• A hybrid approach to combine heterogeneous classifiers using weight learning robust to the presence of class label noise and imbalanced classes | Bahria University Journal of Information & Communication Technology
• Determination of System Dimensionality from Observing Near-Normal Distributions | Journal of Abstract and Applied Analysis
• Energy Efficient Strategy for throughput Improvement in Wireless Ad Hoc Sensor Networks | Journal of Sensors
• Behaviour recognition using multivariate m-mediod based modelling of motion trajectories | Multimedia Systems
• TOBAE: A density-based agglomerative clustering algorithm | Journal of Classification
• EASARA: Energy Aware Simple Ant Routing Algorithm in Wireless Sensor Network | Recent Advancements in Soft Computing and its Application, The Scientific World Journal
• A Novel Compression Technique For Multi-Camera Nodes Through Directional Correlation | International Journal of Dsitributed Sensor Network
• Hybrid Features and Mediods Classification based Robust Segmentation of Blood Vessels | Journal of Medical Systems
• Glaucoma detection using novel optic disk localization, hybrid feature set and classification techniques | Australasian physical and engineering sciences in Medicine
• A hybrid shape matching framework for efficient and effective shape matching | Journal of Image and Video Processing
• Fuzzy based Multi-criteria Vertical Handover Decision Modeling in Heterogeneous Wireless Networks | Multimedia Tools and Applications
• Real-time imaging-based assessment model for improving teaching performance and student experience in e-learning | Real-Time Image Processing
• A Three-way Approach for Learning Rules in Automatic Knowledge-based Topic Models | International Journal of Approximate Reasoning
• Multimedia based qualitative assessment methodology in eLearing student teacher engagement analysis, Multimedia Tools and Applications | Multimedia Tools and Applications
• Segmentation of Skin Lesion Using Cohen-Daubechies-Feauveau Biorthogonal Wavelet | SpringerPlus
• Computer Based Melanocytic & Nevus Image Enhancement and Segmentation | Journal of BioMed Research International
• Multi-Agent Semantical Annotation Enhancement Model for IoT based Energy Aware Data | International Journal of Distributed Sensor Networks
• A Rule based Stemming Method for Multilingual Urdu Text | International Journal of Computer Applications
• A Gateway Deployment Heuristic for Enhancing the Availability of Sensor Grids | International Journal of Distributed Sensor Networks
• Big-Data: transformation from heterogeneous data to semantically enriched simplified data, | Multimedia Tools and Applications
• CRAM: A conditioned reflex action inspired adaptive model for context addition in wireless sensor networks | Journal of Sensors
• Automate diagnosis of macular edema and central serous retinopathy through robust reconstruction of 3D retinal surfaces | Computer Methods and Programs in Biomedicine
• A novel white space optimization scheme using memory enabled genetic algorithm in cognitive vehicular communication | Wireless Personal Communications
• Line and Ligature Segmentation in Printed Urdu Document Images | Printed Urdu Document Images
• Lifelong aspect extraction from big data: knowledge engineering, Complex Adaptive Systems Modeling | Complex Adaptive Systems Modeling
• Signature Verification through Chebyshev Polynomials A Novel Method | Journal of Applied Environmental and Biological Sciences
• Review of offline text independent writer identification techniques | Jurnal Teknologi (Sciences & Engineering)
• Sentiment Analysis and the Complex Natural Language: A Review, Complex Adaptive Systems Modeling | A Review, Complex Adaptive Systems Modeling
• Aspect-Based Sentiment Analysis on a Large-Scale Data: Topic Models are the Preferred Solution | BUJICT
• Online knowledge based model for big data topic extraction | Computational Intelligence and NeuroScience
• Framework for Urdu News Headline Classification | Journal of Applied Computer Science and Mathematics
• Detection of Lung Nodules in CT Scan Data- A Review | International Journal of Privacy and Health Information Management (IJPHIM)
• Analysis of Valuable Techniques & Algorithms Used in Automated Skin Lesion Recognition Systems | International Journal of Privacy and Health Information Management (IJPHIM)
• Sentiment Analysis for Health Care | International Journal of Privacy and Health Information Management (IJPHIM)
• NEWS HEADLINES CLASSIFICATION USING PROBABILISTIC APPROACH | VAWKUM Transactions on Computer Science
• Precise shape matching of large shape datasets using hybrid approach | J. Parallel Distrib. Comput.
• Data Compatibility to Enhance Sustainable Capabilities for Autonomous Analytics in IoT, Sustainability | Sustainability
• Semantic Interoperability in Heterogeneous IoT Infrastructure for Healthcare | Wireless Communications and Mobile Computing
• Versig: A new approach for online signature verification | Cluster Computing-The Journal of Networks, Software Tools and Applications
• An E-Assessment Framework for Blended Learning with Augmented Reality to Enhance the Student Learning | EURASIA Journal of Mathematics, Science and Technology Education
• Socio-cyber network: The potential of cyber-phusical system to define human behaviour using big data analytics | Future Generation Computer Systems-The International Journal of eScience
• Content Based Image Retrieval by using color Descriptor and Discrete Wavelet Transform | Journal of Medical Systems
• Epileptic Seizures Prediction Using Deep Learning Techniques | IEEE Access
• Deepgender: real-time gender classification using deep learning for smartphones | J Real-Time Image Proc
• Segmentation-free optical character recognition for printed Urdu text | EURASIP Journal of Image and Video Processing
• Pattern Based Comprehensive Urdu Stemmer and Short Text Classification | IEEE Access
• IoT-based Students Interaction Framework using Attention-Scoring Assessment in eLearning | Future Generation Computer Systems - The International Journal of eScience
• Designing an Energy-Aware Mechanism for Lifetime Improvementof Wireless Sensor Networks: a Comprehensive Study | Mobile Networks and Applications
• Melanocytic and Nevus Lesion Detection from Diseased Dermoscopic Images using Fuzzy and Wavelet Techniques | Soft Computing
• Analysis of Factors Affecting Energy Aware Routing in Wireless Sensor Network | Wireless Communications and Mobile Computing
• Plagiarism detection in students’ programming assignments based on semantics: multimedia e-learning based smart assessment methodology | Multimedia Tools and Applications
• Counter Measuring Conceivable Security Threats on Smart Healthcare Devices | IEEE Access
• A Methodology of Real-Time Data Fusion for Localized Big Data Analytics | IEEE Access
• An enhanced framework for multimedia data: Green transmission and portrayal for smart traffic system | Computers & Electrical Engineering
• A generic methodology for geo-related data semantic annotation | Concurrency and Computation: Practice and Experience
• BotDet: A System for Real Time Botnet Command and Control Traffic Detection | IEEE Access
• Comprehensive Stemmer for Morphologically Rich Urdu Language | The International Arab Journal of Information Technology
• Enhanced Network Anomaly Detection Based on Deep Neural Networks | IEEE Access
• Impoved Context-aware Youtube Recommender System with User Feedback Analysis | BUJICT
• Using casual reasoning for anomaly detection among ECG live data streams in ubiquitous healthcare monitoring systems | Journal of Ambient Intelligence and Humanized Computing
• Remote access capability embedded in linked data using bi-directional transformation: Issues and simulation | Sustainable Cities and Society
• Fundus Images-Based Detection and Grading of Macular Edema Using Robust Macula Localization | IEEE Access
• Loss Based Congestion Control Module for Health Centers Deployed by Using Advanced IoT Based SDN Communication Networks | International Journal of Parallel Programming
• Software plagiarism detection in multiprogramming languages using machine learning approach | Concurrency and Computation Practice and Experience
• A Parallel Architecture for the Partitioning Around Medoids (PAM) Algorithm for Scalable Multi-Core Processor Implementation with Applications in Healthcare | Sensors
• Multimedia based IoT-Centric Smart Framework for eLearning Paradigm | Multimedia Tools and Applications
• Deep Learning Approaches Towards Skin Lesion Segmentation and Classification from Dermoscopic Images – A Review | Current Medical Imaging Reviews
• Detection of preictal state in epileptic seizures using ensemble classifier | Epilepsy Research
• Are Self-Driving Vehicles Ready to Launch? An Insight into Steering Control in Autonomous Self-Driving Vehicles | Mathematical Problems in Engineering
• Micro-electromechanical system based optimized steering angle estimation mechanism for customized self-driving vehicles | Measurement and Control
• Path loss modelling at 60 GHz mmWave based on cognitive 3D ray tracing algorithm in 5G | Peer-to-Peer Networking and Applications
• Retail level Blockchain transformation for product supply chain using truffle development platform | Cluster Computing
• Next-generation UWB antennas gadgets for human health care using SAR | EURASIP Journal on Wireless Communications and Networking volume 2021
• Epileptic seizure prediction using scalp electroencephalogram signals | Biocybernetics and Biomedical Engineering
• Loss Based Congestion Control Module for Health Centers Deployed by Using Advanced IoT Based SDN Communication Networks | International Journal of Parallel Programming
• Plagiarism detection in students’ programming assignments based on semantics: multimedia e-learning based smart assessment methodology | Multimedia Tools and Applications
• Image and command hybrid model for vehicle control using Internet of Vehicles | Transactions on Emerging Telecommunications Technologies
• Malware detection in industrial internet of things based on hybrid image visualization and deep learning model | Ad Hoc Networks
• Deep Learning Approaches Towards Skin Lesion Segmentation and Classification from Dermoscopic Images | Current Medical Imaging Reviews
• Epileptic Seizures Prediction Using Deep Learning Techniques | IEEE Access
• Artificial neural network based classification of lung nodules in CT images using intensity, shape and texture features | Journal of Ambient Intelligence and Humanized Computing
• Internet of medical things for smart D3S to enable road safety | International Journal of Distributed Sensor Networks
• Cyber security threats detection in internet of things using deep learning approach | IEEE Access
• Using casual reasoning for anomaly detection among ECG live data streams in ubiquitous healthcare monitoring systems | Journal of Ambient Intelligence and Humanized Computing
• Using scalp EEG and intracranial EEG signals for predicting epileptic seizures: Review of available methodologies | Seizures
• Detection of clone scammers in Android markets using IoT?based edge computing | Transactions on Emerging Telecommunications Technologies
• Energy efficient edge-of-things | EURASIP Journal on Wireless Communications and Networking
• Multimedia based IoT-Centric Smart Framework for eLearning Paradigm | Multimedia Tools and Applications
• A Parallel Architecture for the Partitioning Around Medoids (PAM) Algorithm for Scalable Multi-Core Processor Implementation with Applications in Healthcare | Sensors
• Software plagiarism detection in multiprogramming languages using machine learning approach | Concurrency and Computation Practice and Experience
• Loss Based Congestion Control Module for Health Centers Deployed by Using Advanced IoT Based SDN Communication Networks | International Journal of Parallel Programming
• Fundus Images-Based Detection and Grading of Macular Edema Using Robust Macula Localization | IEEE Access
• Resource-Restricted Environments based Memory-Efficient Compressed Convolutional Neural Network Model for Image-level Object Classification | IEEE Access
• Exploring Lightweight Deep Learning Solution for Malware Detection in IoT Constraint Environment | Electronics
• An Ensemble Model for Consumer Emotion Prediction Using EEG Signals for Neuromarketing Applications | Sensors
• An Ensemble Learning Method for Emotion Charting Using Multimodal Physiological Signals | Sensors
• Classification of EEG Signals for Prediction of Epileptic Seizures | Applied Sciences
• Dynamic Naming Scheme and Lookup Method Based on Trie for Vehicular Named Data Network | Wireless Communications and Mobile Computing
• Hierarchical lifelong topic modeling using rules extracted from network communities | PLoS ONE
• Images data practices for semantic segmentation of breast cancer using deep neural network | Journal of Ambient Intelligence and Humanized Computing
• Enhancing Computational Scalability in Blockchain by leveraging Improvement in Consensus Algorithm | Frontiers in Computer Science
• Recognition and classification of handwritten urdu numerals using deep learning techniques | Applied Sciences
• Advancing Emotional Health Assessments: A Hybrid Deep Learning Approach Using Physiological Signals for Robust Emotion Recognition | IEEE Access
• A hybrid approach of vision transformers and CNNs for detection of ulcerative colitis | Scientific Reports
• An Extended Pattern Based Comprehensive Stemmer for the Urdu Language | ACM Transactions on Asian and Low-Resource Language Information Processing
• Multimodal consumer choice prediction using EEG signals and eye tracking | Frontiers in Computational Neuroscience
• Fusing Geometric and Temporal Deep Features for High-Precision Arabic Sign Language Recognition | Computer Modeling in Engineering & Sciences
• Quantum Genetic Algorithm Based Ensemble Learning for Detection of Atrial Fibrillation Using ECG Signals | Computer Modeling in Engineering & Sciences
• Unlocking the potential of EEG in Alzheimer's disease research: Current status and pathways to precision detection | Brain Research Bulletin
• Feature fusion ensemble classification approach for epileptic seizure prediction using electroencephalographic bio-signals | Frontiers in Medicine
• ADNET: A 1D-CNN Feature Fusion-based Method for Alzheimer’s Disease Detection Using EEG Signals | IEEE Access
• EgoVision a YOLO-ViT hybrid for robust egocentric object recognition | Scientific Reports
• Edge-Optimized CNNs: A Co-Designed Software-Hardware Framework for Lightweight Deep Learning | IEEE Access
• NeuroFusionNet: a hybrid EEG feature fusion framework for accurate and explainable Alzheimer’s Disease detection | Scientific Reports
• Language assisted learnable hyperdimensional computing framework for retinal disease classification | Scientific Reports

Conferences

• An approach to improve efficiency and accuracy of sophisticated and intelligent shape matcing techniques | IEEE 4th International Conference on Simulation, Modeling and Simulation, Bankok, Thailand (ISMS-2013)
• Video Sequence Indexing Through Recovery of Object Based Motion Trajectories | Irish Machine Vision and Image Processing Conference
• Indexing and Retrieval of Video Clips via Object Motion Trajectory Descriptors | Visualization, Imaging and Image Processing
• Evaluation of Matching Metrics for Trajectories-based Indexing and Retrieval of Video Clips | IEEE workshop on Applications of Computer Vision
• Motion Trajectory Clustering for Video Retrieval Using Spatiotemporal Approximation | 8th International Conference on Visual Surveillance Systems
• Motion Clustering Using Spatiotemporal Approximation | IASTED international conference on Internet and Multimedia Systems and Applications
• Classification and Prediction of Motion Trajectories Using Spatiotemporal Approximation | BMVC workshop on Human Activity Recognition and Modellin
• Classifying Spatiotemporal Object Trajectories using Unsupervised Learning of Basis Function Coefficients | 3rd ACM International Workshop on Video Surveillance and Sensor Networks
• Detecting Anomalous Motion Trajectories in the Coefficient Space | IEEE International Conference on Computer Vision Systems
• Image Matching using Feature Set Transformations | IEEE ICET
• Framework for constructing hybrid classifier using weight learning to combine heterogeneous classifiers | IEEE 5th International Conference on Computational Intelligence, Communication System and Networks. Seoul, South Korea
• A Robust Ensemble based Approach to Combine Heterogeneous Classifiers in the Presence of Class Label Noise | IEEE 5th International Conference on Computational Intelligence, Communication System and Networks. Seoul, South Korea
• A survey of e-learning techniques and the role of agent based assistance | IEEE 5th International Conference on Computational Intelligence, Communication System and Networks. Seoul
• Preprocessing Approach Identifying and Removing Noise | 16th IEEE International Conference of Modelling and Simulation
• a | 2nd international conference on Computational and Social Sciences, Turkey
• News Classification Based On Their Headlines: A Review | 17th IEEE INMIC 2014 Conference, Bahria University, Karachi, Pakistan.
• Comparative Study of Classification Techniques Used in Skin Lesion Detection Systems | 17th IEEE INMIC 2014 Conference, Bahria University, Karachi, Pakistan.
• On Access Control for Cloud Service Chains | 17th IEEE INMIC 2014 Conference, Bahria University, Karachi, Pakistan.
• Application layer time synchronization utilizing symbol time recovery in wireless sensor networks | 17th IEEE USKIM-AMSS, Cambridge, U.K
• Valuable pre-processing and segmentation techniques used in automated skin lesion detection systems | 17th IEEE USKIM-AMSS, Cambridge, U.K
• Framework for human identification through offline handwritten documents | Framework for human identification through offline handwritten documents
• Recognition of Urdu ligatures: A Holistic Approach | 13th International Conference on Document Analysis and Recognition, Gammarth, Tunisia
• ONLINE SIGNATURE VERIFICATION USING CHEBYSHEV POLYNOMIALS | In 3rd International Conference on Computational and Social Siences
• LINE AND LIGATURE SEGMENTATION IN PRINTED URDU DOCUMENT IMAGES | 3rd International Conference on Computational and Social Siences
• Review of Offline Text Independent Writer Identification Techniques | In 3rd International Conference on Computational and Social Siences
• NEWS HEADLINES CLASSIFICATION USING PROBABILISTIC APPROACH | In 3rd International Conference on Computational and Social Siences,
• Real-Time Government Policy Monitoring Framework Using Expert Guided Topic Modeling | IEEE 6th International Conference on Innovative Computing Technology (INTECH 2016), Islamabad.
• Survey on Effective GPS Spoofing Countermeasures | IEEE 6th International Conference on Innovative Computing Technology (INTECH 2016), Islamabad.
• A Review on Automatic Tuberculosis Screening Using Chest Radiographs | IEEE 6th International Conference on Innovative Computing Technology (INTECH 2016), Islamabad.
• Dermoscopic feature analysis for Melanoma Recognition and Prevention | IEEE 6th International Conference on Innovative Computing Technology (INTECH 2016), Islamabad.
• Dermoscopic image enhancement and hair artifact removal using Gabor Wavelet | IEEE 6th International Conference on Innovative Computing Technology (INTECH 2016), Islamabad.
• Evolving long-term dependency rules in Lifelong Learning Models | IEEE International Conference on Knowledge Engineering and Applications
• Self-refining Targeted Readings Recommender System | IEEE 2nd international conference on robotics and artificial intelligence, Pakistan
• Digital Image Preprocessing and Hair Artifact Removal by using Gabor Wavelet | 13th International SoC Design Conference, Korea
• Histogram Based Rule Verification in Lifelong Learning Models | 19th IEEE international multi-topic conference (INMIC)
• Multimodal Rule Transfer into Automatic Knowledge Based Topic Models | 19th IEEE international multi-topic conference (INMIC)
• Unsupervised Aspect Extraction from Large-scale data | 14th IEEE international conference on Frontiers of Information Technology (FIT2016), Islamabad, Pakistan,
• Paradigmatic and Syntagmatic Rule Extraction for Lifelong Topic Models | 6th IEEE International Conference on Electrical Engineering and Informatics, Malaysia
• Opinion Reason Mining: Implicit Aspects Beyond Applying Aspects | 21st Saudi Computer Society National Computer Conference, Riyadh, Saudia Arabia
• Opinion Reason Mining: Implicit Aspects Beyond Applying Aspects | 21st Saudi Computer Society National Computer Conference, Riyadh, Saudia Arabia
• A Novel Opinion Reason Mining Framework Exploiting Linguistic Association | 6th International Conference on Advances in Computing, Communication and Information Technology – CCIT 2018, Zurich – Switzerland
• A probabilistic framework for short text classification | 2018 IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC), Las Vegas, USA
• Trends and Challenges in Lifelong Machine Learning Topic Models | 2nd IEEE International Conference on Computing, Electronics and Electrical Engineering, ICE CUBE (Quetta)
• Graph Clustering Based Size Varying Rules for Lifelong Topic Modeling | 7th International Conference on Computer Technology and Science, Vietenam