Chelsea Dobbins

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 29

Top Venues

PerCom Workshops

Int. J. Hum. Comput. Stud.

CIT/IUCC/DASC/PICom

ISMAR

Liverpool John Moores University, UK (PHD)

Education History

Liverpool John Moores University, UK

PHD

Publications

Graeme Mattison, Oliver J. Canfell, Daniel Smith, Doug Forrester, David Reid, Juha Töyräs, Chelsea Dobbins
"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 189 (2024)
Srikrishna S. Bhat, Chelsea Dobbins, Arindam Dey, Ojaswa Sharma
Multi-modal classification of cognitive load in a VR-based training system. ISMAR (2023)
Guobin Liu, Chelsea Dobbins, Matthew D'Souza, Ngoc Phuong
A machine learning approach for detecting fatigue during repetitive physical tasks. Pers. Ubiquitous Comput. 27 (6) (2023)
Mark L. Braunstein, Ben Barry, Jim Steel, Deanne Ukovich, John Grimes, David Conlan, Sophie Jones, Chelsea Dobbins, David Hansen
CBL on FHIR: A FHIR-Based Platform for Health Professional Education. MedInfo (2023)
Arindam Dey, Amit Barde, Bowen Yuan, Ekansh Sareen, Chelsea Dobbins, Aaron Goh, Gaurav Gupta, Anubha Gupta, Mark Billinghurst
Effects of interacting with facial expressions and controllers in different virtual environments on presence, usability, affect, and neurophysiological signals. Int. J. Hum. Comput. Stud. 160 (2022)
Arindam Dey, Yufei Cao, Chelsea Dobbins
Effects of Heart Rate Feedback on an Asymmetric Platform using Augmented Reality and Laptop. VR Workshops (2022)
Patricia Manyuru, Chelsea Dobbins, Benjamin Matthews, Oliver Baumann, Arindam Dey
Focus Group on Social Virtual Reality in Social Virtual Reality: Effects on Emotion and Self-Awareness. ISMAR Adjunct (2021)
Guobin Liu, Chelsea Dobbins, Matthew D'Souza, Ngoc Phuong
Analysis of Biometric Sensor Data for Predicting Fatigue: A Framework Towards Reducing Work-Related Musculoskeletal Disorders in Aviation Manufacturing Workers. EMBC (2021)
Ghulam Mohi Ud Din, Angelos K. Marnerides, Qi Shi, Chelsea Dobbins, Áine MacDermott
Deep COLA: A Deep COmpetitive Learning Algorithm for Future Home Energy Management Systems. IEEE Trans. Emerg. Top. Comput. Intell. 5 (6) (2021)
Arindam Dey, Jane Phoon, Shuvodeep Saha, Chelsea Dobbins, Mark Billinghurst
A Neurophysiological Approach for Measuring Presence in Immersive Virtual Environments. ISMAR (2020)
Stephen H. Fairclough, Kellyann Stamp, Chelsea Dobbins, Helen M. Poole
Computer games as distraction from PAIN: Effects of hardware and difficulty on pain tolerance and subjective IMMERSION. Int. J. Hum. Comput. Stud. 139 (2020)
Arindam Dey, Jane Phoon, Shuvodeep Saha, Chelsea Dobbins, Mark Billinghurst
Neurophysiological Effects of Presence in Calm Virtual Environments. VR Workshops (2020)
Stephen H. Fairclough, Chelsea Dobbins
Personal informatics and negative emotions during commuter driving: Effects of data visualization on cardiovascular reactivity & mood. Int. J. Hum. Comput. Stud. 144 (2020)
Alireza Javaheri, Navid Moghadamnejad, Hamidreza Keshavarz, Ehsan Javaheri, Chelsea Dobbins, Elaheh Momeni-Ortner, Reza Rawassizadeh
Public vs media opinion on robots and their evolution over recent years. CCF Trans. Pervasive Comput. Interact. 2 (3) (2020)
Morteza Homayounfar, Amirhossein Malekijoo, Aku Visuri, Chelsea Dobbins, Ella Peltonen, Eugene Pinsky, Kia Teymourian, Reza Rawassizadeh
Understanding Smartwatch Battery Utilization in the Wild. Sensors 20 (13) (2020)
Kellyann Stamp, Chelsea Dobbins, Stephen Fairclough
Utilization of Neurophysiological Data to Classify Player Immersion to Distract from Pain. HCI (43) (2020)
Reza Rawassizadeh, Chelsea Dobbins, Mohammad Akbari, Michael J. Pazzani
Indexing Multivariate Mobile Data through Spatio-Temporal Event Detection and Clustering. Sensors 19 (3) (2019)
Chelsea Dobbins, Stephen Fairclough
Signal Processing of Multimodal Mobile Lifelogging Data Towards Detecting Stress in Real-World Driving. IEEE Trans. Mob. Comput. 18 (3) (2019)
Chelsea Dobbins, Stephen Fairclough
Detecting and Visualizing Context and Stress via a Fuzzy Rule-Based System During Commuter Driving. PerCom Workshops (2019)
Alireza Javaheri, Navid Moghadamnejad, Hamidreza Keshavarz, Ehsan Javaheri, Chelsea Dobbins, Elaheh Momeni, Reza Rawassizadeh
Public vs Media Opinion on Robots. CoRR (2019)
Chelsea Dobbins, Reza Rawassizadeh
Towards Clustering of Mobile and Smartwatch Accelerometer Data for Physical Activity Recognition. Informatics 5 (2) (2018)
Chelsea Dobbins, Stephen Fairclough, Paulo Lisboa, Félix Fernando González-Navarro
A Lifelogging Platform Towards Detecting Negative Emotions in Everyday Life using Wearable Devices. PerCom Workshops (2018)
Chelsea Dobbins, Stephen Fairclough
Detecting Negative Emotions During Real-Life Driving via Dynamically Labelled Physiological Data. PerCom Workshops (2018)
Reza Rawassizadeh, Chelsea Dobbins, Manouchehr Nourizadeh, Zahra Ghamchili, Michael J. Pazzani
A natural language query interface for searching personal information on smartwatches. PerCom Workshops (2017)
Chelsea Dobbins, Reza Rawassizadeh, Elaheh Momeni
Detecting physical activity within lifelogs towards preventing obesity and aiding ambient assisted living. Neurocomputing 230 (2017)
Chelsea Dobbins, Stephen Fairclough
A mobile lifelogging platform to measure anxiety and anger during real-life driving. PerCom Workshops (2017)
Paul Fergus, Ibrahim Olatunji Idowu, Abir Jaafar Hussain, Chelsea Dobbins
Advanced artificial neural network classification for detecting preterm births using EHG records. Neurocomputing 188 (2016)
Reza Rawassizadeh, Chelsea Dobbins, Manouchehr Nourizadeh, Zahra Ghamchili, Michael J. Pazzani
A Natural Language Query Interface for Searching Personal Information on Smartwatches. CoRR (2016)
Reza Rawassizadeh, Elaheh Momeni, Chelsea Dobbins, Joobin Gharibshah, Michael J. Pazzani
Scalable Daily Human Behavioral Pattern Mining from Multivariate Temporal Data. IEEE Trans. Knowl. Data Eng. 28 (11) (2016)
Glyn Hughes, Chelsea Dobbins
The utilization of data analysis techniques in predicting student performance in massive open online courses (MOOCs). Res. Pract. Technol. Enhanc. Learn. 10 (1) (2015)
Chelsea Dobbins, Paul Fergus
Knowledge extraction using probabilistic reasoning: An artificial neural network approach. IJCNN (2015)
Ibrahim Olatunji Idowu, Paul Fergus, Abir Jaafar Hussain, Chelsea Dobbins, Mohammed Khalaf, Raúl V. Casaña Eslava, Robert Keight
Artificial Intelligence for Detecting Preterm Uterine Activity in Gynecology and Obstetric Care. CIT/IUCC/DASC/PICom (2015)
Dhiya Al-Jumeily, Abir Hussain, Mohammed Alghamdi, Chelsea Dobbins, Jan Lunn
Educational crowdsourcing to support the learning of computer programming. Res. Pract. Technol. Enhanc. Learn. 10 (1) (2015)
Nathan Shone, Chelsea Dobbins, William Hurst, Qi Shi
Digital Memories Based Mobile User Authentication for IoT. CIT/IUCC/DASC/PICom (2015)
Reza Rawassizadeh, Elaheh Momeni, Chelsea Dobbins, Pejman Mirza-Babaei, Ramin Rahnamoun
Lesson Learned from Collecting Quantified Self Information via Mobile and Wearable Devices. J. Sens. Actuator Networks 4 (4) (2015)
Chelsea Dobbins, Reza Rawassizadeh
Clustering of Physical Activities for Quantified Self and mHealth Applications. CIT/IUCC/DASC/PICom (2015)
Paul Fergus, Ibrahim Olatunji Idowu, Abir Jaafar Hussain, Chelsea Dobbins, Haya Al-Askar
Evaluation of Advanced Artificial Neural Network Classification and Feature Extraction Techniques for Detecting Preterm Births Using EHG Records. ICIC (3) (2014)
Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones
The Big Data Obstacle of Lifelogging. AINA Workshops (2014)
Ibrahim Olatunji Idowu, Paul Fergus, Abir Jaafar Hussain, Chelsea Dobbins, Haya Al-Askar
Advance Artificial Neural Network Classification Techniques Using EHG for Detecting Preterm Births. CISIS (2014)
Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones
Creating human digital memories with the aid of pervasive mobile devices. Pervasive Mob. Comput. 12 (2014)
Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones, Faycal Bouhafs
Exploiting linked data to create rich human digital memories. Comput. Commun. 36 (15-16) (2013)
Asaad Sabah Hadi, Paul Fergus, Chelsea Dobbins, Abbas Muhsin Al-Bakry
A Machine Learning Algorithm for Searching Vectorised RDF Data. AINA Workshops (2013)
Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones
Creating human digital memories for a richer recall of life experiences. ICNSC (2013)
Chelsea Dobbins, Paul Fergus, Madjid Merabti, David Llewellyn-Jones
Remotely monitoring and preventing the development of pressure ulcers with the aid of human digital memories. ICC (2012)
Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones
Capturing and sharing human digital memories with the aid of ubiquitous Peer-to-Peer mobile services. PerCom Workshops (2012)
Chelsea Dobbins, Paul Fergus, Madjid Merabti, David Llewellyn-Jones
Monitoring and measuring sedentary behaviour with the aid of human digital memories. CCNC (2012)
Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones
Augmenting human digital memories with physiological data. NESEA (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chelsea Dobbins