DR. SHEHZAD KHALID
| PERSONAL INFORMATION | |||
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| shehzad@bahria.edu.pk | |||
| Phone. Ext. | 92519259460 | ||
| Research Area | Machine Learning, Computer vision, Machine Learning, Computer vision | ||
| Number of Publications | 175 | ||
| QUALIFICATION | |||
| DEGREE | PASSING YEAR | MAJORS | UNIVERSITY |
| MSc | 2003 | Software Engineering | National University of Science and Technology, Rawalpindi |
| PhD | 2009 | Motion Data Mining and Machine Learning | University of Manchester, UK |
| TEACHING EXPERIENCE | |||
| DESIGNATION | FROM | TO | ORGANIZATION |
| Lecturer | 01-Jul-2002 | 30-Jun-2003 | Bahria University Islamabad |
| Assistant Professor | 01-Jul-2007 | 30-Jun-2010 | Bahria University Islamabad |
| Associate Professor | 01-Jul-2010 | 31-Jul-2015 | Bahria University Islamabad |
| Professor | 01-Jul-2015 | Present | Bahria University Islamabad |
Publications
Journals & Conferences
- 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
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