Bahria University

DR. HUMERA FAROOQ

PERSONAL INFORMATION
Email	humerafarooq.bukc@bahria.edu.pk
Phone Ext.	0219924002-6
Research Areas / Expertise	Artificial Intelligence, Machine Learning, Computer Vision, Data Science and Medical Imaging

Publications

Journals

• Privacy and Context Awareness in Ubiquitous Environment, A Survey Report | IJCSI International Journal of Computer Science
• Survey on Awareness of Privacy Issues in Ubiquitous Environment | International Journal of Computer Science and Information Security
• An Interactive Visualization of Genetic Algorithm on 2-D Graph | International Journal of Software Science and Computational Intelligence
• Classification of Brain States using Subject-Specific Trained Classifiers | Technical Journal of University of Engineering & Technology
• Feature Reduction using Genetic Algorithm for Cognitive Man-Machine Communication | International Journal of Software Science and Computational Intelligence
• An Interactive Cognitive Approach to Evaluate the State Space of the Solutions | International Journal of Information Technology and Electrical Engineering
• “Detection of Severity Level of Diabetic Retinopathy Using Bag of Features Model | IET Computer Vision
• Investigating EEG Patterns for Dual-Stimuli Induced Human Fear Emotional State | Sensors
• A Comparative study on User Interfaces of Interactive Genetic Algorithm | Procedia Computer Science Journal
• An Appearance Invariant Gait Recognition Technique UsingDynamic Gait Features | International Journal of Optics
• Comparing Neural Correlates of Human Emotionsacross Multiple Stimulus Presentation Paradigms | BrainSciences
• EEG electrodes selection for emotion recognition independent of stimulus presentation paradigms | Journal of Intelligent & Fuzzy Systems
• Multimedia Recommendation System for Video Game Based on High-Level Visual Semantic Features | Scientific Programming
• Utilizing Spatio Temporal Gait Pattern and Quadratic SVM for Gait Recognition | Electronics
• Auto encoder-based defense mechanism against popular adversarial attacks in deep learning | PLOS-One
• Adapting Transfer Learning for Accurate ECG Based Heart Disease Classification | International Journal of Innovations in Science and Technology
• Topic Modeling of Quranic Verses using Latent Dirichlet Allocation with English Language: Topic Modeling using LDA | VFAST Transactions on Software Engineering
• Virtual sample based techniques using deep features for SSPP face recognition in unconstrained environment | PLOS One
• Semantic fusion: A deep hybrid multimedia recommendation system harnessing textual and visual features | Journal of Engineering Research

Conferences

• The Study of Fear-Induced Power Modulations for Cognitive Man-Machine Communication | 14th IEEE International Conference on Cognitive Informatics and Cognitive Computing , Tsinghua University, Beijing, China
• A Machine learning approach to detect Occluded Faces in Unconstrained Crowd Scene | 14th IEEE International Conference on Cognitive Informatics and Cognitive Computing , Tsinghua University, Beijing, China
• A Comparative study on User Interfaces of Interactive Genetic Algorithm | The 5th International Conference on Ambient Systems, Networks and Technologies, Diepenbeek, Belgium
• An Interactive Approach to Accelerate the State Space Searching | 2nd International Conference of Applied Information and Communications Technology, Oman
• An Approach to Derive Parametric L-System using Genetic Algorithm | 1st International Visual Informatics Conference 2009 (IVIC) ,Kula Lumpur Malaysia
• Hierarchical Genetic Algorithms for the Derivation of L-Systems | 4th International Conference On Information Technology & Multimedia (ICIMu) ,Kula Lumpur, Malaysia.
• Automatic Recognition And Classification Of Fish: A Framework | International Conference On Robotics, Vision, Information And Signal Processing (ROVISP07), Penang, Malaysia.
• Fish Recognition And Classification Using Statistical Approach | Computer Science Postgraduate Colloquium, Universiti Sains Malaysia.
• An Interactive Cognitive Approach to Evaluate the State Space of the Solutions | 1st National Conference on Emerging Trends and Innovations in Computing & Technology, Bahria University, Karachi
• Smart Thoughts: BCI Based System to Detect Motor Imagery Movement | 1st National Conference on Emerging Trends and Innovations in Computing & Technology, Bahria University, Karachi
• Smart BCI Speller | 1st National Conference on Emerging Trends and Innovations in Computing & Technology, Bahria University, Karachi
• Intelligent Pedagogical Systems: A Comparative Study | 1st National Conference on Emerging Trends and Innovations in Computing & Technology, Bahria University, Karachi
• Emotiv based low-cost Brain Computer Interfaces: A Survey | 7th International Conference on Applied Human Factors and Ergonomics (AHFE 2016)
• Semi visible face detection for safety in unconstrained crowd environment | 7th International Conference on Applied Human Factors and Ergonomics (AHFE 2016)
• Rating Visual Contents of Website Using Brain Computer Interface | 7th International Conference On Information & Communication Technologies
• Renovated Learning: Curriculum Acquaintances into MakerSpace | 14th L&T Conference, Jeddah
• A proposed framework for vision based gait biometric system against spoofing attacks | International Conference on Communication, Computing and Digital Systems, Bahria University, Islamabad
• Selection of EEG channels based on Spatial filter weights | International Conference on Communication, Computing and Digital Systems, Bahria University, Islamabad
• Multimodal Paradigm for Emotion Recognition based on EEG signals | 20th International Conference on Human Computer Interaction, USA
• A Sentence Speller Based on SSVEP Brain Computing Interface Using EEG | 2nd International Conference on Communication, Computing and Digital Systems , Islamabad
• Emergency Feedback System Based On SSVEP Brain Computing Interface | International Conference on Intelligent Technologies and Applications, Bahwalpur
• Predicting Web Vulnerabilities in Web Applications Based on Machine Learning | International Conference on Intelligent Technologies and Applications, Bhalpur
• Artefacts Removal from EEG Recordings in Urban Environment | International Conference on Intelligent Technologies and Applications, Bahawulpur
• Representation of Multidimensional data using Interactive Genetic Algorithm | International Symposium on Information Technology (ITSim’10),
• An Interactive Visualization of Genetic Algorithm on 2-D Graph | 10th IEEE International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC’11), Canada
• Gait Recognition Robust to Variance in Viewing Angle and Subjecst’s Appearance | PhD Symposium in 15th International Conference on Frontiers of Information Technology, Islamabad