Select Publications
Book Chapters
2012, 'From Nonverbal Cues to Perception: Personality and Social Attractiveness', in Cognitive Behavioral Systems
,2011, 'Towards a Technology of Nonverbal Communication', in Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives
,2010, 'Towards a technology of nonverbal communication: Vocal behavior in social and affective phenomena', in Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives, pp. 133 - 156, http://dx.doi.org/10.4018/978-1-61692-892-6.ch007
,2010, 'More than Words: Inference of Socially Relevant Information from Nonverbal Vocal Cues in Speech', in Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces: Theoretical and Practical Issues
,Journal articles
2024, 'Exploring Emotions in Multi-componential Space using Interactive VR Games', IEEE Transactions on Affective Computing
,2024, 'EmoStim: A Database of Emotional Film Clips With Discrete and Componential Assessment', IEEE Transactions on Affective Computing, 15, pp. 1202 - 1212, http://dx.doi.org/10.1109/TAFFC.2023.3328900
,2023, 'Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery', BMC Bioinformatics, 24, http://dx.doi.org/10.1186/s12859-022-05132-9
,2023, 'Brain networks subserving functional core processes of emotions identified with componential modeling', Cerebral Cortex, 33, pp. 7993 - 8010, http://dx.doi.org/10.1093/cercor/bhad093
,2023, 'Effective permeability of an immiscible fluid in porous media determined from its geometric state', Physical Review Fluids, 8, http://dx.doi.org/10.1103/PhysRevFluids.8.064004
,2023, 'Brain networks subserving functional core processes of emotions identified with componential modelling', Cerebral Cortex, pp. 2020.06.10.145201, http://dx.doi.org/10.1101/2020.06.10.145201
,2022, 'Emotion Recognition in a Multi-Componential Framework: The Role of Physiology', Frontiers in Computer Science, 4, http://dx.doi.org/10.3389/fcomp.2022.773256
,2022, 'Applications of object detection in modular construction based on a comparative evaluation of deep learning algorithms', Construction Innovation, 22, pp. 141 - 159, http://dx.doi.org/10.1108/CI-02-2020-0017
,2022, 'A Multi-Componential Approach to Emotion Recognition and the Effect of Personality', IEEE Transactions on Affective Computing, 13, pp. 1127 - 1139
,2022, 'Video Generative Adversarial Networks: A Review', ACM Computing Surveys
,2022, 'Virtual Reality for Emotion Elicitation – A Review', IEEE Transactions on Affective Computing
,2020, 'A Multi-Componential Approach to Emotion Recognition and the Effect of Personality', IEEE Transactions on Affective Computing, 13, pp. 1127 - 1139, http://dx.doi.org/10.1109/TAFFC.2020.3028109
,2015, 'A Survey on perceived speaker traits: Personality, likability, pathology, and the first challenge', Computer Speech and Language, 29, pp. 100 - 131, http://dx.doi.org/10.1016/j.csl.2014.08.003
,2014, 'A survey of personality computing', IEEE Transactions on Affective Computing, 5, pp. 273 - 291, http://dx.doi.org/10.1109/TAFFC.2014.2330816
,2014, 'More personality in personality computing', IEEE Transactions on Affective Computing, 5, pp. 297 - 300, http://dx.doi.org/10.1109/TAFFC.2014.2341252
,2012, 'Automatic personality perception: Prediction of trait attribution based on prosodic features', IEEE Transactions on Affective Computing, 3, pp. 273 - 284, http://dx.doi.org/10.1109/T-AFFC.2012.5
,Conference Papers
2024, 'An An overview of cognitive load measurement methods used for evaluation of the usability of different types of interfaces: Cognitive load measurement methods', Sydney, presented at International Cognitive Load Theory Conference, Sydney, 25 November 2024
,2024, 'Effects of Stress on Cognitive Load and Learning in Technology-Based Learning', Sydney, presented at International Cognitive Load Theory Conference, Sydney, 24 November 2024
,2024, 'EmoFoot: Can Your Foot Tell How You Feel when Playing Virtual Reality Games?', Melbourne, presented at ACM International Conference on Mobile Human-Computer Interaction (MobileHCI), Melbourne, 30 September 2024
,2024, 'The Effects of Stress and Anxiety in Technology-Based Learning Environments', Netherlands, presented at Proceedings of CogSci, the Annual Meeting of Cognitive Science Society, Netherlands, 24 July 2024
,2024, 'Towards Understanding Player Experience in Virtual Reality Games through Physiological Computing', France, presented at IEEE International Conference on Pervasive Computing and Communications, France, 11 March 2024
,2023, '2CET-GAN: Pixel-Level GAN Model for Human Facial Expression Transfer', Canada, presented at Proceedings of ACM Conference on Multimedia Workshops, Canada, 30 October 2023, http://dx.doi.org/10.1145/3607541.3616822
,2023, 'CLIP-based Model for Effective and Explainable Apparent Personality Perception', Canada, presented at Proceedings of ACM Conference on Multimedia Workshops, Canada, 30 October 2023, http://dx.doi.org/10.1145/3607865.3613178
,2023, 'ECG-Coupled Multimodal Approach for Stress Detection', Canada, presented at Proceedings of the International Multimodal Sentiment Analysis Workshop and Challenge, Canada, 30 October 2023, http://dx.doi.org/10.1145/3606039.3613103
,2023, 'Exploring User Engagement in Immersive Virtual Reality Games through Multimodal Body Movements', New Zealand, presented at ACM Symposium on Virtual Reality Software and Technology (VRST), New Zealand, 09 October 2023, http://dx.doi.org/10.1145/3611659.3615687
,2023, 'Speech-Gesture GAN: Gesture Generation for Robots and Embodied Agents', Korea, presented at IEEE International Conference on Robot & Human Interactive Communication (RO-MAN), Korea, 28 August 2023, http://dx.doi.org/10.1109/RO-MAN57019.2023.10309493
,2023, 'Message from the ISMAR 2023 General Chairs', in Proceedings - 2023 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2023, pp. xii, http://dx.doi.org/10.1109/ISMAR59233.2023.00005
,2023, 'Temporal Understanding of Gaze Communication with GazeTransformer', in Proceedings of Machine Learning Research
,2022, 'Diverse Audio-to-Video GAN Using Multiscale Image Fusion', Australia, presented at Australasian Joint Conference on Artificial Intelligence, Australia, 05 December 2022
,2022, 'Multi-componential Emotion Recognition in VR Using Physiological Signals', Australia, presented at Australasian Joint Conference on Artificial Intelligence, Australia, 05 December 2022
,2022, 'Zero-shot Personality Perception From Facial Images', in Proceedings of the Australasian Joint Conference on Artificial Intelligence, Perth, presented at Australasian Joint Conference on Artificial Intelligence, AJCAI2022, Perth, 05 December 2022
,2022, 'Cascaded Siamese Self-supervised Audio to Video GAN', USA, presented at Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, USA, 19 July 2022
,2022, 'An Exploratory Analysis of Interactive VR-Based Framework for Multi-Componential Analysis of Emotion', Italy, pp. 353 - 358, presented at IEEE International Conference on Pervasive Computing and Communications, Italy, 21 March 2022, http://dx.doi.org/10.1109/PerComWorkshops53856.2022.9767281
,2021, 'Multi-Componential Analysis of Emotions Using Virtual Reality', Japan, presented at ACM Symposium on Virtual Reality Software and Technology (VRST), Japan, 08 December 2021, http://dx.doi.org/10.1145/3489849.3489958
,2021, 'Speech-based Gesture Generation for Robots and Embodied Agents: A ScopingReview', Japan, presented at Human-Agent Interaction, Japan, 09 November 2021
,2021, 'PhonicsGAN: Synthesizing Graphical Videos from Phonics Songs', Online, presented at International Conference on Artificial Intelligence, Online, 14 September 2021
,2019, 'Towards Understanding Emotional Experience in a Componential Framework', in 2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019, http://dx.doi.org/10.1109/ACII.2019.8925491
,2017, 'Prediction of Emotional Moments from Neural Activity', presented at Alpine Brain Imaging Meeting, 16 January 2017
,2017, 'Prediction of Emotional Moments from Neural Activity', in ABIM, presented at Alpine Brain Imaging Meeting
,2016, 'A Multi-Cluster Pattern Analysis on Emotional States', in ABIM, presented at Alpine Brain Imaging Meeting
,2016, 'A Multi-Cluster Pattern Analysis on Emotional States', in ABIM, presented at Alpine Brain Imaging Meeting
,2015, 'Automatic personality perception: Prediction of trait attribution based on prosodic features (extended abstract)', China, presented at International Conference on Affective Computing and Intelligent Interaction (ACII),, China, 21 September 2015 - 24 September 2015
,2013, 'Who is Persuasive? The Role of Perceived Personality and Communication Modality in Social Multimedia', Sydney, presented at International Conference on Multimodal Interaction, Sydney, 09 December 2013 - 13 December 2013
,2012, 'Crowdsourcing micro-level Multimedia Annotations: The challenge of Evaluation & Inference', Japan, presented at ACM multimedia 2012 workshop on Crowdsourcing for multimedia, Japan, 29 October 2012 - 02 November 2012
,2012, 'From Speech to Personality: Mapping Voice Quality and Intonation into Personality Differences', Japan, presented at ACM International Conference on Multimedia, Japan, 29 October 2012 - 02 November 2012
,2012, 'On Speaker Independent Personality Perception and Prediction from Speech', USA, presented at INTERSPEECH, USA, 09 September 2012 - 13 September 2012
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