Identification of nonlinear fMRI models using Auxiliary Particle Filter and kernel smoothing method. - Imali T. Hettiarachchi; Shady M. K. Mohamed; Saeid Nahavandi (EMBC, 2012)

A marginalised Markov Chain Monte Carlo approach for model based analysis of EEG data. - Imali Hettiarachchi; Shady M. K. Mohamed; Saeid Nahavandi (ISBI, 2012)

An extended multivariate autoregressive framework for EEG-based information flow analysis of a brain network. - Imali T. Hettiarachchi; Shady M. K. Mohamed; Luke Nyhof; Saeid Nahavandi (EMBC, 2013)

Motor Imagery Data Classification for BCI Application Using Wavelet Packet Feature Extraction. - Imali Hettiarachchi; Thanh Thi Nguyen 001; Saeid Nahavandi (ICONIP (3), 2014)

Adaptive-Multi-Reference Least Means Squares Filter. - Luke Nyhof; Imali Hettiarachchi; Shady M. K. Mohamed; Saeid Nahavandi (ICONIP (3), 2014)

Classification of neural action potentials using mean shift clustering. - Thanh Nguyen 004; Abbas Khosravi; Imali Hettiarachchi; Douglas C. Creighton; Saeid Nahavandi (SMC, 2014)

Multivariate Autoregressive-based Neuronal Network Flow Analysis for In-vitro Recorded Bursts. - Imali T. Hettiarachchi; Asim Bhatti; Paul A. Adlard; Saeid Nahavandi (ICONIP (4), 2015)

EEG signal analysis for BCI application using fuzzy system. - Thanh Thi Nguyen 001; Saeid Nahavandi; Abbas Khosravi; Douglas C. Creighton; Imali Hettiarachchi (IJCNN, 2015)

Application of Extended Multivariate Modeling for Information Flow Analysis of Event Related Responses. - Imali T. Hettiarachchi; Shady M. K. Mohamed; Saeid Nahavandi; Sofia Nahavandi (SMC, 2015)

Multivariate Adaptive Autoregressive Modeling and Kalman Filtering for Motor Imagery BCI. - Imali T. Hettiarachchi; Thanh Nguyen 004; Saeid Nahavandi (SMC, 2015)

Multiclass EEG data classification using fuzzy systems. - Thanh Nguyen 004; Imali Hettiarachchi; Abbas Khosravi; Syed Moshfeq Salaken; Asim Bhatti; Saeid Nahavandi (FUZZ-IEEE, 2017)

Informative instance transfer learning with subject specific frequency responses for motor imagery brain computer interface. - Ibrahim Hossain; Abbas Khosravi; Imali Thanuja Hettiarachchi; Saeid Nahavandi (SMC, 2017)

Calibration Time Reduction for Motor Imagery-Based BCI Using Batch Mode Active Learning. - Ibrahim Hossain; Imali Hettiarachchi (IJCNN, 2018)

Percentile range around the mean of center distance based informative transfer for motor imagery Brain-Computer Interface. - Ibrahim Hossain; Abbas Khosravi; Imali Hettiarachchi; Saeid Nahavandi (IJCNN, 2018)

A time domain classification of steady-state visual evoked potentials using deep recurrent-convolutional neural networks. - Mohammed Hassan Attia; Imali Hettiarachchi; Mohammed Hossny; Saeid Nahavandi (ISBI, 2018)

A Frequency Domain Classifier of Steady-State Visual Evoked Potentials Using Deep Separable Convolutional Neural Networks. - Mohammed Hassan Attia; Imali Hettiarachchi; Shady M. K. Mohamed; Mohammed Hossny; Saeid Nahavandi (SMC, 2018)

Towards More Accessible Physiological Data for Assessment of Cognitive Load - A Validation Study. - Imali Hettiarachchi; Samer Hanoun; Darius Nahavandi; Julie Iskander; Mohammed Hossny; Saeid Nahavandi (SMC, 2018)

Calibration Time Reduction Using Subjective Features Selection Based Transfer Learning For Multiclass BCI. - Ibrahim Hossain; Abbas Khosravi; Imali Hettiarachchi; Saeid Nahavandi (SMC, 2018)

Age-Related Effects of Multi-screen Setup on Task Performance and Eye Movement Characteristics. - Julie Iskander; Dawei Jia; Imali Hettiarachchi; Mohammed Hossny; Khaled Saleh; Saeid Nahavandi; Christopher J. Best; Simon G. Hosking; Benjamin Rice; Asim Bhatti; Samer Hanoun (SMC, 2018)

A classifier approach to multi-screen switching based on low cost eye-trackers. - Julie Iskander; Imali Hettiarachchi; Samer Hanoun; Mohammed Hossny; Sofia Nahavandi; Asim Bhatti (SysCon, 2018)

Eye behaviour as a hazard perception measure. - Julie Iskander; Samer Hanoun; Imali Hettiarachchi; Mostafa Hossny; Khaled Saleh; H. Zhou; Sofia Nahavandi; Asim Bhatti (SysCon, 2018)

Classification of Multi-Class BCI Data by Common Spatial Pattern and Fuzzy System. - Thanh Nguyen 004; Imali Hettiarachchi; Amin Khatami; Lee Gordon-Brown; Chee Peng Lim; Saeid Nahavandi (IEEE Access, 2018)

Multiclass Informative Instance Transfer Learning Framework for Motor Imagery-Based Brain-Computer Interface. - Ibrahim Hossain; Abbas Khosravi; Imali Hettiarachchi; Saeid Nahavandi (Comput. Intell. Neurosci., 2018)

Feasibility Study of Skin Conductance Response for Quantifying Individual Dynamic Resilience. - Luke Crameri; Imali Hettiarachchi; Samer Hanoun (SMC, 2020)

Wavelet Packet Energy Features for EEG-Based Emotion Recognition. - My Algumaei; Imali T. Hettiarachchi; Rakesh Veerabhadrappa; Asim Bhatti (SMC, 2021)

A Deep Convolutional Neural Network Model for Classification of Emotions from Electroencephalography Data. - Rakesh Veerabhadrappa; Imali T. Hettiarachchi; My Algumaei; Asim Bhatti (SMC, 2021)

Performance Quantification and Heart Rate Analysis in A Repeated-trial Simulation-based Training Task. - Imali T. Hettiarachchi; Samer Hanoun; Rakesh Veerabhadrappa; Dawei Jia; Simon Hosking; Asim Bhatti (SysCon, 2021)

Using Recurrence Quantification Analysis to Quantify the Physiological Synchrony in Dyadic ECG Data. - Rakesh Veerabhadrappa; Imali T. Hettiarachchi; Asim Bhatti (SysCon, 2021)

A Review of Individual Operational Cognitive Readiness: Theory Development and Future Directions. - Luke Crameri; Imali Hettiarachchi; Samer Hanoun (Hum. Factors, 2021)

Physiological Compliance during a Three Member Collaborative Computer Task. - My Algumaei; Imali Hettiarachchi; Rakesh Veerabhadrappa; Asim Bhatti (SMC, 2022)

Improving high value manufacturing with simulation-based Bayesian Optimisation. - Bruce Gunn; Imali T. Hettiarachchi; Michael Johnstone; Vu Le 001; Douglas C. Creighton; Luke Preston (SysCon, 2022)

Using Eye-tracking To Investigate The Effect of Gaze Co-occurrence and Distribution on Collaborative Performance. - Rakesh Veerabhadrappa; Imali T. Hettiarachchi; Asim Bhatti (SysCon, 2022)

Gaze Convergence Based Collaborative Performance Prediction in a 3-Member Joint Activity Setting. - Rakesh Veerabhadrappa; Imali T. Hettiarachchi; Asim Bhatti (SysCon, 2022)

The Neuroscience of Team Dynamics: Exploring Neurophysiological Measures for Assessing Team Performance. - Mohammed Algumaei; Imali T. Hettiarachchi; Mohamed Farghaly; Asim Bhatti (IEEE Access, 2023)

Physiological Synchrony Predict Task Performance and Negative Emotional State during a Three-Member Collaborative Task. - Mohammed Algumaei; Imali Hettiarachchi; Rakesh Veerabhadrappa; Asim Bhatti (Sensors, 2023)

Evaluating Operator Training Performance Using Recurrence Quantification Analysis of Autocorrelation Transformed Eye Gaze Data. - Rakesh Veerabhadrappa; Imali T. Hettiarachchi; Samer Hanoun; Dawei Jia; Simon G. Hosking; Asim Bhatti (Hum. Factors, 2024)