| Towards Effective Music Therapy for Mental Health Care Using Machine Learning Tools: Human Affective Reasoning and Music Genres JS Rahman, T Gedeon, S Caldwell, R Jones, Z Jin Journal of Artificial Intelligence and Soft Computing Research 11 (1), 5-20, 2021 | 97 | 2021 |
| Brain melody informatics: analysing effects of music on brainwave patterns JS Rahman, T Gedeon, S Caldwell, R Jones 2020 international joint conference on neural networks (ijcnn), 1-8, 2020 | 51 | 2020 |
| Melodious micro-frissons: detecting music genres from skin response JS Rahman, T Gedeon, S Caldwell, R Jones, MZ Hossain, X Zhu 2019 international joint conference on neural networks (ijcnn), 1-8, 2019 | 31 | 2019 |
| Can binaural beats increase your focus? exploring the effects of music in participants’ conscious and brain activity responses JS Rahman, T Gedeon, S Caldwell, RL Jones Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021 | 9 | 2021 |
| Measuring Observers' EDA Responses to Emotional Videos JS Rahman, MZ Hossain, T Gedeon Proceedings of the 31st Australian Conference on Human-Computer-Interaction …, 2019 | 6 | 2019 |
| Robotic emotion monitoring for mental health applications: Preliminary outcomes of a survey M Rostov, MZ Hossain, JS Rahman Human-Computer Interaction–INTERACT 2021: 18th IFIP TC 13 International …, 2021 | 5 | 2021 |
| Brain melody interaction: Understanding effects of music on cerebral hemodynamic responses JS Rahman, S Caldwell, R Jones, T Gedeon Multimodal Technologies and Interaction 6 (5), 35, 2022 | 4 | 2022 |
| Detecting Lies: Finding the Degree of Falsehood from Observers’ Physiological Responses R Chu, JS Rahman, S Caldwell, X Zhu, T Gedeon 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021 | 3 | 2021 |
| Are paired or single stimuli better to recognize genuine and posed smiles from observers’ galvanic skin response? JS Rahman, MZ Hossain, T Gedeon Proceedings of the 32nd Australian Conference on Human-Computer Interaction …, 2020 | 3 | 2020 |
| Evaluation of Popular XAI Applied to Clinical Prediction Models: Can They be Trusted? A Brankovic, D Cook, J Rahman, W Huang, S Khanna arXiv preprint arXiv:2306.11985, 2023 | 2 | 2023 |
| Assessing the Applicability of Machine Learning Models for Robotic Emotion Monitoring: A Survey MAR Khan, M Rostov, JS Rahman, KA Ahmed, MZ Hossain Applied Sciences 13 (1), 387, 2022 | 2 | 2022 |
| Stress Recognition with EEG Signals Using Explainable Neural Networks and a Genetic Algorithm for Feature Selection E Pan, JS Rahman Neural Information Processing: 28th International Conference, ICONIP 2021 …, 2021 | 2 | 2021 |
| Well-connectedness-a novel measure for improving protein complex detection from PPI network A Chowdhury, JS Rahman, MS Hawlader 2016 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2016 | 2 | 2016 |
| Machine learning model with output correction: Towards reliable bradycardia detection in neonates J Rahman, A Brankovic, S Khanna Computers in Biology and Medicine 177, 2024 | 1 | 2024 |
| PRICAI 2022: Trends in Artificial Intelligence: 19th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2022, Shanghai, China, November 10–13, 2022 … S Khanna, J Cao, Q Bai, G Xu Springer Nature, 2022 | 1 | 2022 |
| Improving the Stability of a Convolutional Neural Network Time-Series Classifier Using SeLU and Tanh M Renkin, JS Rahman Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020 | 1 | 2020 |
| Benchmarking the most popular XAI used for explaining clinical predictive models: Untrustworthy but could be useful A Brankovic, D Cook, J Rahman, S Khanna, W Huang Health Informatics Journal 30 (4), 14604582241304730, 2024 | | 2024 |
| Exploring Computational Techniques in Pre-processing Neonatal Physiological Signals for Detecting Adverse Outcomes: A Scoping Review (Preprint) J Rahman, A Brankovic, M Tracy, S Khanna Interactive Journal of Medical Research, 2024 | | 2024 |
| Are paired or single stimuli better to recognize genuine and posed smiles from observers' GSR JS Rahman, MZ Hossain Authorea Preprints, 2023 | | 2023 |
| Development of an Interactive Dashboard to Analyse Physiological Signals in the Neonatal Intensive Care Unit CJ Lauw, J Rahman, A Brankovic, M Tracy, S Khanna 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | | 2023 |
Tom GedeonHuman-Centric Advancements Chair in AI, Curtin UniversityVerified email at curtin.edu.au