Imali Hettiarachchi

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 17

Top Topics

Multiclass Classification

Transfer Learning

Evoked Potentials

Top Venues

Publications

Mohammed Algumaei, Imali Hettiarachchi, Rakesh Veerabhadrappa, Asim Bhatti
Physiological Synchrony Predict Task Performance and Negative Emotional State during a Three-Member Collaborative Task. Sensors 23 (4) (2023)
My Algumaei, Imali Hettiarachchi, Rakesh Veerabhadrappa, Asim Bhatti
Physiological Compliance during a Three Member Collaborative Computer Task. SMC (2022)
Luke Crameri, Imali Hettiarachchi, Samer Hanoun
A Review of Individual Operational Cognitive Readiness: Theory Development and Future Directions. Hum. Factors 63 (1) (2021)
Luke Crameri, Imali Hettiarachchi, Samer Hanoun
Feasibility Study of Skin Conductance Response for Quantifying Individual Dynamic Resilience. SMC (2020)
Ibrahim Hossain, Imali Hettiarachchi
Calibration Time Reduction for Motor Imagery-Based BCI Using Batch Mode Active Learning. IJCNN (2018)
Ibrahim Hossain, Abbas Khosravi, Imali Hettiarachchi, Saeid Nahavandi
Multiclass Informative Instance Transfer Learning Framework for Motor Imagery-Based Brain-Computer Interface. Comput. Intell. Neurosci. 2018 (2018)
Julie Iskander, Dawei Jia, Imali Hettiarachchi, Mohammed Hossny, Khaled Saleh, Saeid Nahavandi, Christopher J. Best, Simon G. Hosking, Benjamin Rice, Asim Bhatti, Samer Hanoun
Age-Related Effects of Multi-screen Setup on Task Performance and Eye Movement Characteristics. SMC (2018)
Ibrahim Hossain, Abbas Khosravi, Imali Hettiarachchi, Saeid Nahavandi
Percentile range around the mean of center distance based informative transfer for motor imagery Brain-Computer Interface. IJCNN (2018)
Julie Iskander, Imali Hettiarachchi, Samer Hanoun, Mohammed Hossny, Sofia Nahavandi, Asim Bhatti
A classifier approach to multi-screen switching based on low cost eye-trackers. SysCon (2018)
Thanh Nguyen, Imali Hettiarachchi, Amin Khatami, Lee Gordon-Brown, Chee Peng Lim, Saeid Nahavandi
Classification of Multi-Class BCI Data by Common Spatial Pattern and Fuzzy System. IEEE Access 6 (2018)
Imali Hettiarachchi, Samer Hanoun, Darius Nahavandi, Julie Iskander, Mohammed Hossny, Saeid Nahavandi
Towards More Accessible Physiological Data for Assessment of Cognitive Load - A Validation Study. SMC (2018)
Julie Iskander, Samer Hanoun, Imali Hettiarachchi, Mostafa Hossny, Khaled Saleh, H. Zhou, Sofia Nahavandi, Asim Bhatti
Eye behaviour as a hazard perception measure. SysCon (2018)
Mohammed Hassan Attia, Imali Hettiarachchi, Mohammed Hossny, Saeid Nahavandi
A time domain classification of steady-state visual evoked potentials using deep recurrent-convolutional neural networks. ISBI (2018)
Ibrahim Hossain, Abbas Khosravi, Imali Hettiarachchi, Saeid Nahavandi
Calibration Time Reduction Using Subjective Features Selection Based Transfer Learning For Multiclass BCI. SMC (2018)
Mohammed Hassan Attia, Imali Hettiarachchi, Shady M. K. Mohamed, Mohammed Hossny, Saeid Nahavandi
A Frequency Domain Classifier of Steady-State Visual Evoked Potentials Using Deep Separable Convolutional Neural Networks. SMC (2018)
Thanh Nguyen, Imali Hettiarachchi, Abbas Khosravi, Syed Moshfeq Salaken, Asim Bhatti, Saeid Nahavandi
Multiclass EEG data classification using fuzzy systems. FUZZ-IEEE (2017)
Thanh Thi Nguyen, Saeid Nahavandi, Abbas Khosravi, Douglas C. Creighton, Imali Hettiarachchi
EEG signal analysis for BCI application using fuzzy system. IJCNN (2015)
Luke Nyhof, Imali Hettiarachchi, Shady M. K. Mohamed, Saeid Nahavandi
Adaptive-Multi-Reference Least Means Squares Filter. ICONIP (3) (2014)
Imali Hettiarachchi, Thanh Thi Nguyen, Saeid Nahavandi
Motor Imagery Data Classification for BCI Application Using Wavelet Packet Feature Extraction. ICONIP (3) (2014)
Thanh Nguyen, Abbas Khosravi, Imali Hettiarachchi, Douglas C. Creighton, Saeid Nahavandi
Classification of neural action potentials using mean shift clustering. SMC (2014)
Imali Hettiarachchi, Shady M. K. Mohamed, Saeid Nahavandi
A marginalised Markov Chain Monte Carlo approach for model based analysis of EEG data. ISBI (2012)