Chelsea Dobbins

Orcid: 0000-0001-9420-2452

According to our database1, Chelsea Dobbins authored at least 47 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Online presence:

On csauthors.net:

Bibliography

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.
Int. J. Medical Informatics, 2024

2023
A machine learning approach for detecting fatigue during repetitive physical tasks.
Pers. Ubiquitous Comput., December, 2023

CBL on FHIR: A FHIR-Based Platform for Health Professional Education.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Multi-modal classification of cognitive load in a VR-based training system.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2023

2022
Effects of interacting with facial expressions and controllers in different virtual environments on presence, usability, affect, and neurophysiological signals.
Int. J. Hum. Comput. Stud., 2022

Effects of Heart Rate Feedback on an Asymmetric Platform using Augmented Reality and Laptop.
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2022

2021
Deep COLA: A Deep COmpetitive Learning Algorithm for Future Home Energy Management Systems.
IEEE Trans. Emerg. Top. Comput. Intell., 2021

Focus Group on Social Virtual Reality in Social Virtual Reality: Effects on Emotion and Self-Awareness.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2021

Analysis of Biometric Sensor Data for Predicting Fatigue: A Framework Towards Reducing Work-Related Musculoskeletal Disorders in Aviation Manufacturing Workers.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Understanding Smartwatch Battery Utilization in the Wild.
Sensors, 2020

Computer games as distraction from PAIN: Effects of hardware and difficulty on pain tolerance and subjective IMMERSION.
Int. J. Hum. Comput. Stud., 2020

Personal informatics and negative emotions during commuter driving: Effects of data visualization on cardiovascular reactivity & mood.
Int. J. Hum. Comput. Stud., 2020

Public vs media opinion on robots and their evolution over recent years.
CCF Trans. Pervasive Comput. Interact., 2020

Neurophysiological Effects of Presence in Calm Virtual Environments.
Proceedings of the 2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2020

A Neurophysiological Approach for Measuring Presence in Immersive Virtual Environments.
Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality, 2020

Utilization of Neurophysiological Data to Classify Player Immersion to Distract from Pain.
Proceedings of the HCI International 2020 - Late Breaking Papers: Cognition, Learning and Games, 2020

2019
Signal Processing of Multimodal Mobile Lifelogging Data Towards Detecting Stress in Real-World Driving.
IEEE Trans. Mob. Comput., 2019

Indexing Multivariate Mobile Data through Spatio-Temporal Event Detection and Clustering.
Sensors, 2019

Public vs Media Opinion on Robots.
CoRR, 2019

Detecting and Visualizing Context and Stress via a Fuzzy Rule-Based System During Commuter Driving.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

2018
Towards Clustering of Mobile and Smartwatch Accelerometer Data for Physical Activity Recognition.
Informatics, 2018

A Lifelogging Platform Towards Detecting Negative Emotions in Everyday Life using Wearable Devices.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Detecting Negative Emotions During Real-Life Driving via Dynamically Labelled Physiological Data.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

2017
Detecting physical activity within lifelogs towards preventing obesity and aiding ambient assisted living.
Neurocomputing, 2017

A natural language query interface for searching personal information on smartwatches.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

A mobile lifelogging platform to measure anxiety and anger during real-life driving.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

2016
Scalable Daily Human Behavioral Pattern Mining from Multivariate Temporal Data.
IEEE Trans. Knowl. Data Eng., 2016

Advanced artificial neural network classification for detecting preterm births using EHG records.
Neurocomputing, 2016

2015
The utilization of data analysis techniques in predicting student performance in massive open online courses (MOOCs).
Res. Pract. Technol. Enhanc. Learn., 2015

Educational crowdsourcing to support the learning of computer programming.
Res. Pract. Technol. Enhanc. Learn., 2015

Lesson Learned from Collecting Quantified Self Information via Mobile and Wearable Devices.
J. Sens. Actuator Networks, 2015

Knowledge extraction using probabilistic reasoning: An artificial neural network approach.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Digital Memories Based Mobile User Authentication for IoT.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

Artificial Intelligence for Detecting Preterm Uterine Activity in Gynecology and Obstetric Care.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

Clustering of Physical Activities for Quantified Self and mHealth Applications.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
A system for creating rich and interactive human digital memories.
PhD thesis, 2014

Creating human digital memories with the aid of pervasive mobile devices.
Pervasive Mob. Comput., 2014

Evaluation of Advanced Artificial Neural Network Classification and Feature Extraction Techniques for Detecting Preterm Births Using EHG Records.
Proceedings of the Intelligent Computing in Bioinformatics - 10th International Conference, 2014

Advance Artificial Neural Network Classification Techniques Using EHG for Detecting Preterm Births.
Proceedings of the Eighth International Conference on Complex, 2014

The Big Data Obstacle of Lifelogging.
Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops, 2014

2013
Exploiting linked data to create rich human digital memories.
Comput. Commun., 2013

Creating human digital memories for a richer recall of life experiences.
Proceedings of 10th IEEE International Conference on Networking, Sensing and Control, 2013

A Machine Learning Algorithm for Searching Vectorised RDF Data.
Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013

2012
Capturing and sharing human digital memories with the aid of ubiquitous Peer-to-Peer mobile services.
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

Augmenting human digital memories with physiological data.
Proceedings of the 3rd IEEE International Conference on Networked Embedded Systems for Every Application, 2012

Remotely monitoring and preventing the development of pressure ulcers with the aid of human digital memories.
Proceedings of IEEE International Conference on Communications, 2012

Monitoring and measuring sedentary behaviour with the aid of human digital memories.
Proceedings of the 2012 IEEE Consumer Communications and Networking Conference (CCNC), 2012


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