Imali Hettiarachchi

Orcid: 0000-0002-4220-0970

According to our database1, Imali Hettiarachchi authored at least 36 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
Evaluating Operator Training Performance Using Recurrence Quantification Analysis of Autocorrelation Transformed Eye Gaze Data.
Hum. Factors, March, 2024

2023
Physiological Synchrony Predict Task Performance and Negative Emotional State during a Three-Member Collaborative Task.
Sensors, February, 2023

The Neuroscience of Team Dynamics: Exploring Neurophysiological Measures for Assessing Team Performance.
IEEE Access, 2023

2022
Gaze Convergence Based Collaborative Performance Prediction in a 3-Member Joint Activity Setting.
Proceedings of the IEEE International Systems Conference, 2022

Using Eye-tracking To Investigate The Effect of Gaze Co-occurrence and Distribution on Collaborative Performance.
Proceedings of the IEEE International Systems Conference, 2022

Improving high value manufacturing with simulation-based Bayesian Optimisation.
Proceedings of the IEEE International Systems Conference, 2022

Physiological Compliance during a Three Member Collaborative Computer Task.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

2021
A Review of Individual Operational Cognitive Readiness: Theory Development and Future Directions.
Hum. Factors, 2021

Using Recurrence Quantification Analysis to Quantify the Physiological Synchrony in Dyadic ECG Data.
Proceedings of the IEEE International Systems Conference, 2021

Performance Quantification and Heart Rate Analysis in A Repeated-trial Simulation-based Training Task.
Proceedings of the IEEE International Systems Conference, 2021

A Deep Convolutional Neural Network Model for Classification of Emotions from Electroencephalography Data.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Wavelet Packet Energy Features for EEG-Based Emotion Recognition.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2020
Feasibility Study of Skin Conductance Response for Quantifying Individual Dynamic Resilience.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2018
Multiclass Informative Instance Transfer Learning Framework for Motor Imagery-Based Brain-Computer Interface.
Comput. Intell. Neurosci., 2018

Classification of Multi-Class BCI Data by Common Spatial Pattern and Fuzzy System.
IEEE Access, 2018

Eye behaviour as a hazard perception measure.
Proceedings of the 2018 Annual IEEE International Systems Conference, 2018

A classifier approach to multi-screen switching based on low cost eye-trackers.
Proceedings of the 2018 Annual IEEE International Systems Conference, 2018

Age-Related Effects of Multi-screen Setup on Task Performance and Eye Movement Characteristics.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Calibration Time Reduction Using Subjective Features Selection Based Transfer Learning For Multiclass BCI.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Towards More Accessible Physiological Data for Assessment of Cognitive Load - A Validation Study.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

A Frequency Domain Classifier of Steady-State Visual Evoked Potentials Using Deep Separable Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

A time domain classification of steady-state visual evoked potentials using deep recurrent-convolutional neural networks.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Percentile range around the mean of center distance based informative transfer for motor imagery Brain-Computer Interface.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Calibration Time Reduction for Motor Imagery-Based BCI Using Batch Mode Active Learning.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017
Informative instance transfer learning with subject specific frequency responses for motor imagery brain computer interface.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Multiclass EEG data classification using fuzzy systems.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2015
Multivariate Adaptive Autoregressive Modeling and Kalman Filtering for Motor Imagery BCI.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Application of Extended Multivariate Modeling for Information Flow Analysis of Event Related Responses.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

EEG signal analysis for BCI application using fuzzy system.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Multivariate Autoregressive-based Neuronal Network Flow Analysis for In-vitro Recorded Bursts.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014
Classification of neural action potentials using mean shift clustering.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Adaptive-Multi-Reference Least Means Squares Filter.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Motor Imagery Data Classification for BCI Application Using Wavelet Packet Feature Extraction.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

2013
An extended multivariate autoregressive framework for EEG-based information flow analysis of a brain network.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
A marginalised Markov Chain Monte Carlo approach for model based analysis of EEG data.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Identification of nonlinear fMRI models using Auxiliary Particle Filter and kernel smoothing method.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012


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