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2020 Journal Article Personal informatics and negative emotions during commuter driving: effects of data visualization on cardiovascular reactivity & moodFairclough, Stephen H. and Dobbins, Chelsea (2020). Personal informatics and negative emotions during commuter driving: effects of data visualization on cardiovascular reactivity & mood. International Journal of Human-Computer Studies, 144 102499, 102499. doi: 10.1016/j.ijhcs.2020.102499 |
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2018 Journal Article Signal Processing of Multimodal Mobile Lifelogging Data towards Detecting Stress in Real-World DrivingDobbins, Chelsea and Fairclough, Stephen (2018). Signal Processing of Multimodal Mobile Lifelogging Data towards Detecting Stress in Real-World Driving. IEEE Transactions on Mobile Computing, 18 (3) 8364592, 632-644. doi: 10.1109/tmc.2018.2840153 |
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2024 Journal Article Machine learning based classification of presence utilizing psychophysiological signals in immersive virtual environmentsSaha, Shuvodeep, Dobbins, Chelsea, Gupta, Anubha and Dey, Arindam (2024). Machine learning based classification of presence utilizing psychophysiological signals in immersive virtual environments. Scientific Reports, 14 (1) 21667, 1-17. doi: 10.1038/s41598-024-72376-1 |
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2024 Journal Article “An excellent servant but a terrible master”: understanding the value of wearables for self-management in people with cystic fibrosis and their healthcare providers – a qualitative studyMattison, Graeme, Canfell, Oliver J., Smith, Daniel, Forrester, Doug, Reid, David, Töyräs, Juha and Dobbins, Chelsea (2024). “An excellent servant but a terrible master”: understanding the value of wearables for self-management in people with cystic fibrosis and their healthcare providers – a qualitative study. International Journal of Medical Informatics, 189 105532, 105532. doi: 10.1016/j.ijmedinf.2024.105532 |
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2024 Journal Article Factors Influencing Integration and Usability of Model-Informed Precision Dosing Software in the Intensive Care UnitChai, Ming G., Roberts, Natasha A., Dobbins, Chelsea, Roberts, Jason A. and Cotta, Menino O. (2024). Factors Influencing Integration and Usability of Model-Informed Precision Dosing Software in the Intensive Care Unit. Applied Clinical Informatics, 15 (2), 388-396. doi: 10.1055/s-0044-1786978 |
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2024 Journal Article EmotionAware 2024: Eighth International Workshop on Emotion Awareness for Pervasive Computing Beyond Traditional Approaches - Welcome and CommitteesDavid, Klaus, Dobbins, Chelsea, Heinisch, Judith, Okoshi, Tadashi, Dupré, Damien, Gaggioli, Andrea, Gao, Nan, Peltonen, Ella, Sugaya, Midori, Tag, Benjamin, Van Laerhoven, Kristof, Mariani, Stefano and Sigg, Stephan (2024). EmotionAware 2024: Eighth International Workshop on Emotion Awareness for Pervasive Computing Beyond Traditional Approaches - Welcome and Committees. 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024, 23-24. doi: 10.1109/PerComWorkshops59983.2024.10502380 |
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2023 Journal Article A step in the right direction: the potential role of smartwatches to support chronic disease prevention in health careMattison, Graeme, Canfell, Oliver J., Forrester, Doug, Dobbins, Chelsea, Smith, Daniel, Reid, David and Sullivan, Clair (2023). A step in the right direction: the potential role of smartwatches to support chronic disease prevention in health care. Medical Journal of Australia, 218 (9), 1-5. doi: 10.5694/mja2.51920 |
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2023 Journal Article A machine learning approach for detecting fatigue during repetitive physical tasksLiu, Guobin, Dobbins, Chelsea, D’Souza, Matthew and Phuong, Ngoc (2023). A machine learning approach for detecting fatigue during repetitive physical tasks. Personal and Ubiquitous Computing, 27 (6), 1-18. doi: 10.1007/s00779-023-01718-z |
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2023 Journal Article Functional Connectivity Across Dorsal And Ventral Attention Networks In Response To Task Difficulty And Experimental PainFairclough, Stephen H., Stamp, Kellyann and Dobbins, Chelsea (2023). Functional Connectivity Across Dorsal And Ventral Attention Networks In Response To Task Difficulty And Experimental Pain. Neuroscience Letters, 793 136967, 1-10. doi: 10.1016/j.neulet.2022.136967 |
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2022 Journal Article The psychophysiological mechanisms of real-world time experienceOgden, Ruth S., Dobbins, Chelsea, Slade, Kate, McIntyre, Jason and Fairclough, Stephen (2022). The psychophysiological mechanisms of real-world time experience. Scientific Reports, 12 (1) 12890, 12890. doi: 10.1038/s41598-022-16198-z |
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2022 Journal Article The influence of wearables on healthcare outcomes in chronic disease: a systematic reviewMattison, Graeme, Canfell, Oliver, Forrester, Douglas, Dobbins, Chelsea, Smith, Daniel, Töyräs, Juha and Sullivan, Clair (2022). The influence of wearables on healthcare outcomes in chronic disease: a systematic review. Journal of Medical Internet Research, 24 (7) e36690, 1-40. doi: 10.2196/36690 |
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2022 Journal Article Effects of interacting with facial expressions and controllers in different virtual environments on presence, usability, affect, and neurophysiological signalsDey, Arindam, Barde, Amit, Yuan, Bowen, Sareen, Ekansh, Dobbins, Chelsea, Goh, Aaron, Gupta, Gaurav, Gupta, Anubha and Billinghurst, Mark (2022). Effects of interacting with facial expressions and controllers in different virtual environments on presence, usability, affect, and neurophysiological signals. International Journal of Human-Computer Studies, 160 102762, 1-14. doi: 10.1016/j.ijhcs.2021.102762 |
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2022 Journal Article EmotionAware 2022: Sixth International Workshop on Emotion Awareness for Pervasive Computing Beyond Traditional Approaches - Welcome and Committees: Welcome MessageDavid, Klaus, Dobbins, Chelsea and Okoshi, Tadashi (2022). EmotionAware 2022: Sixth International Workshop on Emotion Awareness for Pervasive Computing Beyond Traditional Approaches - Welcome and Committees: Welcome Message. 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022, i-ii. doi: 10.1109/PerComWorkshops53856.2022.9767520 |
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2021 Journal Article Classification of game demand and the presence of experimental pain using functional near-infrared spectroscopyFairclough, Stephen H., Dobbins, Chelsea and Stamp, Kellyann (2021). Classification of game demand and the presence of experimental pain using functional near-infrared spectroscopy. Frontiers in Neuroergonomics, 2 ARTN 695309. doi: 10.3389/fnrgo.2021.695309 |
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2020 Journal Article Deep COLA: A deep COmpetitive Learning Algorithm for future home energy management systemsMohi-Ud-Din, Ghulam, Marnerides, Angelos K., Shi, Qi, Dobbins, Chelsea and MacDermott, Aine (2020). Deep COLA: A deep COmpetitive Learning Algorithm for future home energy management systems. IEEE Transactions on Emerging Topics in Computational Intelligence, 5 (6), 1-11. doi: 10.1109/tetci.2020.3027300 |
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2020 Journal Article Public vs media opinion on robots and their evolution over recent yearsJavaheri, Alireza, Moghadamnejad, Navid, Keshavarz, Hamidreza, Javaheri, Ehsan, Dobbins, Chelsea, Momeni-Ortner, Elaheh and Rawassizadeh, Reza (2020). Public vs media opinion on robots and their evolution over recent years. CCF Transactions on Pervasive Computing and Interaction, 2 (3), 189-205. doi: 10.1007/s42486-020-00035-1 |
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2020 Journal Article Understanding smartwatch battery utilization in the wildHomayounfar, Morteza, Malekijoo, Amirhossein, Visuri, Aku, Dobbins, Chelsea, Peltonen, Ella, Pinsky, Eugene, Teymourian, Kia and Rawassizadeh, Reza (2020). Understanding smartwatch battery utilization in the wild. Sensors, 20 (13) 3784, 1-29. doi: 10.3390/s20133784 |
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2020 Journal Article Computer games as distraction from PAIN: effects of hardware and difficulty on pain tolerance and subjective IMMERSIONFairclough, Stephen H., Stamp, Kellyann, Dobbins, Chelsea and Poole, Helen M. (2020). Computer games as distraction from PAIN: effects of hardware and difficulty on pain tolerance and subjective IMMERSION. International Journal of Human-Computer Studies, 139 102427, 102427. doi: 10.1016/j.ijhcs.2020.102427 |
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2019 Journal Article Indexing multivariate mobile data through spatio-temporal event detection and clusteringRawassizadeh, Reza, Dobbins, Chelsea, Akbari, Mohammad and Pazzani, Michael (2019). Indexing multivariate mobile data through spatio-temporal event detection and clustering. Sensors, 19 (3) 448, 448. doi: 10.3390/s19030448 |
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2018 Journal Article Towards Clustering of Mobile and Smartwatch Accelerometer Data for Physical Activity RecognitionDobbins, Chelsea and Rawassizadeh, Reza (2018). Towards Clustering of Mobile and Smartwatch Accelerometer Data for Physical Activity Recognition. Informatics, 5 (2) 29, 29. doi: 10.3390/informatics5020029 |
