• SNA Seha, D Hatzinakos, "A new training approach for deep learning in EEG biometrics using triplet loss and EMG-driven additive data augmentation", Neurocomputing
• DY Hwang, B Taha, D Hatzinakos, "A New Score Level Fusion Approach for Stable User Verification System Using the PPG Signal", Journal of Signal Processing Systems
• MA Kirk, B Taha, K Dang, H McCague, D Hatzinakos, J Katz, P Ritvo, "A Web-Based Cognitive Behavioral Therapy, Mindfulness Meditation, and Yoga Intervention for Posttraumatic Stress Disorder: Single-Arm Experimental Clinical Trial", JMIR Mental Health
• T Behrouzi, D Hatzinakos, "Graph variational auto-encoder for deriving EEG-based graph embedding", Pattern Recognition

• DY Hwang, B Taha, D Hatzinakos, "PBGAN: Learning PPG Representations From GAN for Time-Stable and Unique Verification System", IEEE Transactions on Information Forensics and Security
• T Behrouzi, D Hatzinakos, "Understanding Power of Graph Convolutional Neural Network on Discriminating Human EEG Signal", 2021 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)
• ES Parildi, D Hatzinakos, Y Lawryshyn, "Deep learning-aided runtime opcode-based Windows malware detection", Neural Computing and Applications
• SNA Seha, D Hatzinakos, "Longitudinal Assessment of EEG Biometrics under Auditory Stimulation: A Deep Learning Approach", 2021 29th European Signal Processing Conference (EUSIPCO)
• MA Kirk, B Taha, H McCague, K Dang, D Hatzinakos, J Katz, P Ritvo, "An Online Cognitive Behavioral Therapy, Mindfulness Meditation, and Yoga (CBT-MY) Intervention for Posttraumatic Stress Disorder: Psychometric and Psychophysiology Outcomes", JMIR Mental Health
• B Taha, M Kirk, P Ritvo, D Hatzinakos, "Detection of Post-Traumatic Stress Disorder Using Learned Time-Frequency Representations from Pupillometry", 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
• DY Hwang, B Taha, D Hatzinakos, "Variation-Stable Fusion for PPG-Based Biometric System", 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
• SNA Seha, D Hatzinakos, AS Zandi, FJE Comeau, "Improving eye movement biometrics in low frame rate eye-tracking devices using periocular and eye blinking features", Image and Vision Computing

• SD Kaul, D Hatzinakos, "Intelligent RFID biometric enabled dual security lock in the banking environment", Journal of Banking and Financial Technology
• SD Kaul, VK Murty, D Hatzinakos, "Secure and privacy preserving biometric based user authentication with data access control system in the healthcare environment", 2020 International Conference on Cyberworlds (CW)
• DY Hwang, B Taha, DS Lee, D Hatzinakos, "Evaluation of the time stability and uniqueness in PPG-based biometric system", IEEE Transactions on Information Forensics and Security
• SNA Seha, D Hatzinakos, "EEG-based human recognition using steady-state AEPs and subject-unique spatial filters", IEEE Transactions on Information Forensics and Security
• M Komeili, N Armanfard, D Hatzinakos, "Multiview Feature Selection for Single-view Classification", IEEE Transactions on Pattern Analysis and Machine Intelligence
• B Taha, M Hayat, S Berretti, D Hatzinakos, N Werghi, "Learned 3d shape representations using fused geometrically augmented images: Application to facial expression and action unit detection", IEEE Transactions on Circuits and Systems for Video Technolog
• SD Kaul, D Hatzinakos, "Intelligent and secure RFID multilevel fuzzy inference system for client to banker profiling", Journal of Intelligent & Fuzzy Systems
• SS Enan, SM Mahbubur Rahman, S Haque, T Howlader, D Hatzinakos, "Object Labeling in 3D from Multi-view Scenes Using Gaussian-Hermite Moment-Based Depth Map", Proceedings of 3rd International Conference on Computer Vision and Image Processing

• R Basnet, MT Islam, T Howlader, SMM Rahman, D Hatzinakos, "Estimation of affective dimensions using CNN-based features of audiovisual data", Pattern Recognition Letters
• JS Kang, Y Lawryshyn, D Hatzinakos, "Neural network architecture and transient evoked otoacoustic emission (TEOAE) biometrics for identification and verification", IEEE Transactions on Information Forensics and Security
• SMM Rahman, T Howlader, D Hatzinakos, "Orthogonal Image Moments for Human-Centric Visual Pattern Recognition", Springer Singapore
• SD Kaul, D Hatzinakos, "Learning Automata Based Secure Multi Agent RFID Authentication System", 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
• SNA Seha, D Hatzinakos, "A new approach for EEG-based biometric authentication using auditory stimulation", 2019 International Conference on Biometrics (ICB)
• S Seha, G Papangelakis, D Hatzinakos, AS Zandi, FJE Comeau, "Improving eye movement biometrics using remote registration of eye blinking patterns", 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
• DY Hwang, D Hatzinakos, "PPG-based personalized verification system", 2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE)
• B Taha, D Hatzinakos, "Emotion recognition from 2D facial expressions", 2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE)
• SM Rahman, T Howlader, D Hatzinakos, "Face Recognition", Orthogonal Image Moments for Human-Centric Visual Pattern Recognition
• SM Rahman, T Howlader, D Hatzinakos, "Image Moments and Moment Invariants", Orthogonal Image Moments for Human-Centric Visual Pattern Recognition
• SM Rahman, T Howlader, D Hatzinakos, "Expression Recognition", Orthogonal Image Moments for Human-Centric Visual Pattern Recognition
• SM Rahman, T Howlader, D Hatzinakos, "Fingerprint Classification", Orthogonal Image Moments for Human-Centric Visual Pattern Recognition
• SM Rahman, T Howlader, D Hatzinakos, "Iris Recognition", Orthogonal Image Moments for Human-Centric Visual Pattern Recognition

• SM Koyshi, SMM Rahman, T Howlader, D Hatzinakos, "Discrimination Power of Body Parts in Person Re-identification: An Evaluation by Histogram Based Warping Function", 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
• SNA Seha, D Hatzinakos, "Human recognition using transient auditory evoked potentials: a preliminary study", IET Biometrics
• U Yadav, SN Abbas, D Hatzinakos, "Evaluation of PPG biometrics for authentication in different states", 2018 International Conference on Biometrics (ICB)
• M Komeili, N Armanfard, D Hatzinakos, "Liveness detection and automatic template updating using fusion of ECG and fingerprint", IEEE Transactions on Information Forensics and Security