Chelsea Dobbins

51 papers A* 2B 1Misc 2Journal 23Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Detection of social connectedness in everyday life via multimodal lifelogging data. Int. J. Hum. Comput. Stud. Chelsea Dobbins, Stephen Fairclough, Catherine Haslam, S. Alexander Haslam, Sarah Bentley
2025	Misc	`conf`	Conversational Agents That Don't Pretend to Care: Co-Designing Mediator Roles in Digital Healthcare Interventions. OZCHI Mengyan Hou, Janine Porter-Steele, Sarah Balaam, Vivian Chiu, Sandie McCarthy, Chelsea Dobbins, Stephen Viller
2025	J	`jnl`	Differentiating presence in virtual reality using physiological signals. Pervasive Mob. Comput. Shuvodeep Saha, Chelsea Dobbins, Anubha Gupta, Arindam Dey
2024	J	`jnl`	"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. Int. J. Medical Informatics Graeme Mattison, Oliver J. Canfell, Daniel Smith, Doug Forrester, David Reid, Juha Töyräs, Chelsea Dobbins
2023	J	`jnl`	A machine learning approach for detecting fatigue during repetitive physical tasks. Pers. Ubiquitous Comput. Guobin Liu, Chelsea Dobbins, Matthew D'Souza, Ngoc Phuong
2023	—	`conf`	CBL on FHIR: A FHIR-Based Platform for Health Professional Education. MedInfo Mark L. Braunstein, Ben Barry, Jim Steel, Deanne Ukovich, John Grimes, David Conlan, Sophie Jones, Chelsea Dobbins, David P. Hansen
2023	A*	`conf`	Multi-modal classification of cognitive load in a VR-based training system. ISMAR Srikrishna S. Bhat, Chelsea Dobbins, Arindam Dey, Ojaswa Sharma
2022	—	`conf`	Effects of Heart Rate Feedback on an Asymmetric Platform using Augmented Reality and Laptop. VR Workshops Arindam Dey, Yufei Cao, Chelsea Dobbins
2022	J	`jnl`	Effects of interacting with facial expressions and controllers in different virtual environments on presence, usability, affect, and neurophysiological signals. Int. J. Hum. Comput. Stud. Arindam Dey, Amit Barde, Bowen Yuan, Ekansh Sareen, Chelsea Dobbins, Aaron Goh, Gaurav Gupta, Anubha Gupta, Mark Billinghurst
2021	—	`conf`	Analysis of Biometric Sensor Data for Predicting Fatigue: A Framework Towards Reducing Work-Related Musculoskeletal Disorders in Aviation Manufacturing Workers. EMBC Guobin Liu, Chelsea Dobbins, Matthew D'Souza, Ngoc Phuong
2021	J	`jnl`	Deep COLA: A Deep COmpetitive Learning Algorithm for Future Home Energy Management Systems. IEEE Trans. Emerg. Top. Comput. Intell. Ghulam Mohi Ud Din, Angelos K. Marnerides, Qi Shi, Chelsea Dobbins, Áine MacDermott
2021	—	`conf`	Focus Group on Social Virtual Reality in Social Virtual Reality: Effects on Emotion and Self-Awareness. ISMAR Adjunct Patricia Manyuru, Chelsea Dobbins, Benjamin Matthews, Oliver Baumann, Arindam Dey
2020	A*	`conf`	A Neurophysiological Approach for Measuring Presence in Immersive Virtual Environments. ISMAR Arindam Dey, Jane Phoon, Shuvodeep Saha, Chelsea Dobbins, Mark Billinghurst
2020	J	`jnl`	Computer games as distraction from PAIN: Effects of hardware and difficulty on pain tolerance and subjective IMMERSION. Int. J. Hum. Comput. Stud. Stephen H. Fairclough, Kellyann Stamp, Chelsea Dobbins, Helen M. Poole
2020	—	`conf`	Neurophysiological Effects of Presence in Calm Virtual Environments. VR Workshops Arindam Dey, Jane Phoon, Shuvodeep Saha, Chelsea Dobbins, Mark Billinghurst
2020	J	`jnl`	Personal informatics and negative emotions during commuter driving: Effects of data visualization on cardiovascular reactivity & mood. Int. J. Hum. Comput. Stud. Stephen H. Fairclough, Chelsea Dobbins
2020	J	`jnl`	Public vs media opinion on robots and their evolution over recent years. CCF Trans. Pervasive Comput. Interact. Alireza Javaheri, Navid Moghadamnejad, Hamidreza Keshavarz, Ehsan Javaheri, Chelsea Dobbins, Elaheh Momeni-Ortner, Reza Rawassizadeh
2020	J	`jnl`	Understanding Smartwatch Battery Utilization in the Wild. Sensors Morteza Homayounfar, Amirhossein Malekijoo, Aku Visuri, Chelsea Dobbins, Ella Peltonen, Eugene Pinsky, Kia Teymourian, Reza Rawassizadeh
2020	—	`conf`	Utilization of Neurophysiological Data to Classify Player Immersion to Distract from Pain. HCI (43) Kellyann Stamp, Chelsea Dobbins, Stephen Fairclough
2019	—	`conf`	Detecting and Visualizing Context and Stress via a Fuzzy Rule-Based System During Commuter Driving. PerCom Workshops Chelsea Dobbins, Stephen Fairclough
2019	J	`jnl`	Indexing Multivariate Mobile Data through Spatio-Temporal Event Detection and Clustering. Sensors Reza Rawassizadeh, Chelsea Dobbins, Mohammad Akbari, Michael J. Pazzani
2019	J	`jnl`	Public vs Media Opinion on Robots. CoRR Alireza Javaheri, Navid Moghadamnejad, Hamidreza Keshavarz, Ehsan Javaheri, Chelsea Dobbins, Elaheh Momeni, Reza Rawassizadeh
2019	J	`jnl`	Signal Processing of Multimodal Mobile Lifelogging Data Towards Detecting Stress in Real-World Driving. IEEE Trans. Mob. Comput. Chelsea Dobbins, Stephen Fairclough
2018	—	`conf`	A Lifelogging Platform Towards Detecting Negative Emotions in Everyday Life using Wearable Devices. PerCom Workshops Chelsea Dobbins, Stephen Fairclough, Paulo Lisboa, Félix Fernando González-Navarro
2018	—	`conf`	Detecting Negative Emotions During Real-Life Driving via Dynamically Labelled Physiological Data. PerCom Workshops Chelsea Dobbins, Stephen Fairclough
2018	J	`jnl`	Towards Clustering of Mobile and Smartwatch Accelerometer Data for Physical Activity Recognition. Informatics Chelsea Dobbins, Reza Rawassizadeh
2017	—	`conf`	A mobile lifelogging platform to measure anxiety and anger during real-life driving. PerCom Workshops Chelsea Dobbins, Stephen Fairclough
2017	—	`conf`	A natural language query interface for searching personal information on smartwatches. PerCom Workshops Reza Rawassizadeh, Chelsea Dobbins, Manouchehr Nourizadeh, Zahra Ghamchili, Michael J. Pazzani
2017	J	`jnl`	Detecting physical activity within lifelogs towards preventing obesity and aiding ambient assisted living. Neurocomputing Chelsea Dobbins, Reza Rawassizadeh, Elaheh Momeni
2016	J	`jnl`	A Natural Language Query Interface for Searching Personal Information on Smartwatches. CoRR Reza Rawassizadeh, Chelsea Dobbins, Manouchehr Nourizadeh, Zahra Ghamchili, Michael J. Pazzani
2016	J	`jnl`	Advanced artificial neural network classification for detecting preterm births using EHG records. Neurocomputing Paul Fergus, Ibrahim Olatunji Idowu, Abir Jaafar Hussain, Chelsea Dobbins
2016	J	`jnl`	Scalable Daily Human Behavioral Pattern Mining from Multivariate Temporal Data. IEEE Trans. Knowl. Data Eng. Reza Rawassizadeh, Elaheh Momeni, Chelsea Dobbins, Joobin Gharibshah, Michael J. Pazzani
2015	—	`conf`	Artificial Intelligence for Detecting Preterm Uterine Activity in Gynecology and Obstetric Care. CIT/IUCC/DASC/PICom Ibrahim Olatunji Idowu, Paul Fergus, Abir Jaafar Hussain, Chelsea Dobbins, Mohammed Khalaf, Raúl V. Casaña Eslava, Robert Keight
2015	—	`conf`	Clustering of Physical Activities for Quantified Self and mHealth Applications. CIT/IUCC/DASC/PICom Chelsea Dobbins, Reza Rawassizadeh
2015	—	`conf`	Digital Memories Based Mobile User Authentication for IoT. CIT/IUCC/DASC/PICom Nathan Shone, Chelsea Dobbins, William Hurst, Qi Shi
2015	J	`jnl`	Educational crowdsourcing to support the learning of computer programming. Res. Pract. Technol. Enhanc. Learn. Dhiya Al-Jumeily, Abir Hussain, Mohammed Alghamdi, Chelsea Dobbins, Jan Lunn
2015	B	`conf`	Knowledge extraction using probabilistic reasoning: An artificial neural network approach. IJCNN Chelsea Dobbins, Paul Fergus
2015	J	`jnl`	Lesson Learned from Collecting Quantified Self Information via Mobile and Wearable Devices. J. Sens. Actuator Networks Reza Rawassizadeh, Elaheh Momeni, Chelsea Dobbins, Pejman Mirza-Babaei, Ramin Rahnamoun
2015	J	`jnl`	The utilization of data analysis techniques in predicting student performance in massive open online courses (MOOCs). Res. Pract. Technol. Enhanc. Learn. Glyn Hughes, Chelsea Dobbins
2014	—	`—`	A system for creating rich and interactive human digital memories. Chelsea Dobbins
2014	Misc	`conf`	Advance Artificial Neural Network Classification Techniques Using EHG for Detecting Preterm Births. CISIS Ibrahim Olatunji Idowu, Paul Fergus, Abir Jaafar Hussain, Chelsea Dobbins, Haya Al-Askar
2014	J	`jnl`	Creating human digital memories with the aid of pervasive mobile devices. Pervasive Mob. Comput. Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones
2014	—	`conf`	Evaluation of Advanced Artificial Neural Network Classification and Feature Extraction Techniques for Detecting Preterm Births Using EHG Records. ICIC (3) Paul Fergus, Ibrahim Olatunji Idowu, Abir Jaafar Hussain, Chelsea Dobbins, Haya Al-Askar
2014	—	`conf`	The Big Data Obstacle of Lifelogging. AINA Workshops Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones
2013	—	`conf`	A Machine Learning Algorithm for Searching Vectorised RDF Data. AINA Workshops Asaad Sabah Hadi, Paul Fergus, Chelsea Dobbins, Abbas Muhsin Al-Bakry
2013	—	`conf`	Creating human digital memories for a richer recall of life experiences. ICNSC Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones
2013	J	`jnl`	Exploiting linked data to create rich human digital memories. Comput. Commun. Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones, Faycal Bouhafs
2012	—	`conf`	Augmenting human digital memories with physiological data. NESEA Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones
2012	—	`conf`	Capturing and sharing human digital memories with the aid of ubiquitous Peer-to-Peer mobile services. PerCom Workshops Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones
2012	—	`conf`	Monitoring and measuring sedentary behaviour with the aid of human digital memories. CCNC Chelsea Dobbins, Paul Fergus, Madjid Merabti, David Llewellyn-Jones
2012	—	`conf`	Remotely monitoring and preventing the development of pressure ulcers with the aid of human digital memories. ICC Chelsea Dobbins, Paul Fergus, Madjid Merabti, David Llewellyn-Jones