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ORCIDChelsea Dobbins
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2020 – today
- 2024
[j19]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: 105532 (2024)- 2023
- [j18]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): 2103-2120 (2023) - [c26]Srikrishna S. Bhat, Chelsea Dobbins, Arindam Dey, Ojaswa Sharma:
Multi-modal classification of cognitive load in a VR-based training system. ISMAR 2023: 503-512 - [c25]Mark L. Braunstein, Ben Barry, Jim Steel, Deanne Ukovich, John Grimes, David Conlan, Sophie Jones, Chelsea Dobbins, David P. Hansen:
CBL on FHIR: A FHIR-Based Platform for Health Professional Education. MedInfo 2023: 1166-1170 - 2022
- [j17]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: 102762 (2022) - [c24]Arindam Dey, Yufei Cao, Chelsea Dobbins:
Effects of Heart Rate Feedback on an Asymmetric Platform using Augmented Reality and Laptop. VR Workshops 2022: 209-216 - 2021
- [j16]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): 860-870 (2021) - [c23]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: 6928-6932 - [c22]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: 437-438 - 2020
- [j15]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): 189-205 (2020) - [j14]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: 102427 (2020) - [j13]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: 102499 (2020) - [j12]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): 3784 (2020) - [c21]Kellyann Stamp, Chelsea Dobbins, Stephen Fairclough:
Utilization of Neurophysiological Data to Classify Player Immersion to Distract from Pain. HCI (43) 2020: 756-774 - [c20]Arindam Dey, Jane Phoon, Shuvodeep Saha, Chelsea Dobbins, Mark Billinghurst:
A Neurophysiological Approach for Measuring Presence in Immersive Virtual Environments. ISMAR 2020: 474-485 - [c19]Arindam Dey, Jane Phoon, Shuvodeep Saha, Chelsea Dobbins, Mark Billinghurst:
Neurophysiological Effects of Presence in Calm Virtual Environments. VR Workshops 2020: 745-746
2010 – 2019
- 2019
- [j11]Reza Rawassizadeh, Chelsea Dobbins, Mohammad Akbari, Michael J. Pazzani:
Indexing Multivariate Mobile Data through Spatio-Temporal Event Detection and Clustering. Sensors 19(3): 448 (2019) - [j10]Chelsea Dobbins, Stephen Fairclough:
Signal Processing of Multimodal Mobile Lifelogging Data Towards Detecting Stress in Real-World Driving. IEEE Trans. Mob. Comput. 18(3): 632-644 (2019) - [c18]Chelsea Dobbins, Stephen Fairclough:
Detecting and Visualizing Context and Stress via a Fuzzy Rule-Based System During Commuter Driving. PerCom Workshops 2019: 499-504 - [i2]Alireza Javaheri, Navid Moghadamnejad, Hamidreza Keshavarz, Ehsan Javaheri, Chelsea Dobbins, Elaheh Momeni, Reza Rawassizadeh:
Public vs Media Opinion on Robots. CoRR abs/1905.01615 (2019) - 2018
- [j9]Chelsea Dobbins, Reza Rawassizadeh:
Towards Clustering of Mobile and Smartwatch Accelerometer Data for Physical Activity Recognition. Informatics 5(2): 29 (2018) - [c17]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: 306-311 - [c16]Chelsea Dobbins, Stephen Fairclough:
Detecting Negative Emotions During Real-Life Driving via Dynamically Labelled Physiological Data. PerCom Workshops 2018: 830-835 - 2017
- [j8]Chelsea Dobbins, Reza Rawassizadeh, Elaheh Momeni:
Detecting physical activity within lifelogs towards preventing obesity and aiding ambient assisted living. Neurocomputing 230: 110-132 (2017) - [c15]Chelsea Dobbins, Stephen Fairclough:
A mobile lifelogging platform to measure anxiety and anger during real-life driving. PerCom Workshops 2017: 327-332 - [c14]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: 679-684 - 2016
- [j7]Paul Fergus, Ibrahim Olatunji Idowu, Abir Jaafar Hussain, Chelsea Dobbins:
Advanced artificial neural network classification for detecting preterm births using EHG records. Neurocomputing 188: 42-49 (2016) - [j6]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): 3098-3112 (2016) - [i1]Reza Rawassizadeh, Chelsea Dobbins, Manouchehr Nourizadeh, Zahra Ghamchili, Michael J. Pazzani:
A Natural Language Query Interface for Searching Personal Information on Smartwatches. CoRR abs/1611.07139 (2016) - 2015
- [j5]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): 315-335 (2015) - [j4]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): 10 (2015) - [j3]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): 13 (2015) - [c13]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: 215-220 - [c12]Chelsea Dobbins, Reza Rawassizadeh:
Clustering of Physical Activities for Quantified Self and mHealth Applications. CIT/IUCC/DASC/PICom 2015: 1423-1428 - [c11]Nathan Shone, Chelsea Dobbins, William Hurst, Qi Shi:
Digital Memories Based Mobile User Authentication for IoT. CIT/IUCC/DASC/PICom 2015: 1796-1802 - [c10]Chelsea Dobbins, Paul Fergus:
Knowledge extraction using probabilistic reasoning: An artificial neural network approach. IJCNN 2015: 1-8 - 2014
- [b1]Chelsea Dobbins:
A system for creating rich and interactive human digital memories. Liverpool John Moores University, UK, 2014 - [j2]Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones:
Creating human digital memories with the aid of pervasive mobile devices. Pervasive Mob. Comput. 12: 160-178 (2014) - [c9]Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones:
The Big Data Obstacle of Lifelogging. AINA Workshops 2014: 922-926 - [c8]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: 95-100 - [c7]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: 309-314 - 2013
- [j1]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): 1639-1656 (2013) - [c6]Asaad Sabah Hadi, Paul Fergus, Chelsea Dobbins, Abbas Muhsin Al-Bakry:
A Machine Learning Algorithm for Searching Vectorised RDF Data. AINA Workshops 2013: 613-618 - [c5]Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones:
Creating human digital memories for a richer recall of life experiences. ICNSC 2013: 246-251 - 2012
- [c4]Chelsea Dobbins, Paul Fergus, Madjid Merabti, David Llewellyn-Jones:
Monitoring and measuring sedentary behaviour with the aid of human digital memories. CCNC 2012: 395-398 - [c3]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: 6101-6105 - [c2]Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones:
Augmenting human digital memories with physiological data. NESEA 2012: 1-7 - [c1]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: 64-69
Coauthor Index
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last updated on 2024-10-07 21:16 CEST by the dblp team
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