2019
Chelsea Dobbins and Stephen Fairclough, “Detecting and Visualizing Context and Stress via a Fuzzy Rule-Based System During Commuter Driving” in 2019 IEEE International Conference on Pervasive Computing and Communications (PerCom’19), Kyoto, Japan, 11th – 15th March, 2019 (Accepted)
Reza Rawassizadeh, Chelsea Dobbins, Mohammad Akbari and Michael Pazzani, “Indexing Multivariate Mobile Data through Spatio-Temporal Event Detection and Clustering” in Sensors, vol. 19, no. 3, pp. 448, 2019. Doi: https://doi.org/10.3390/s19030448
2018
Chelsea Dobbins and Reza Rawassizadeh, “Towards Clustering of Mobile and Smartwatch Accelerometer Data for Physical Activity Recognition” in Informatics, vol. 5, no. 2, pp. 29, 2018. Doi: https://doi.org/10.3390/informatics5020029
Chelsea Dobbins and Stephen Fairclough, “Signal Processing of Multimodal Mobile Lifelogging Data towards Detecting Stress in Real-World Driving” in IEEE Transactions on Mobile Computing, vol. 18, no. 3, pp. 632 – 644, 2018. Doi: 10.1109/TMC.2018.2840153
Chelsea Dobbins and Stephen Fairclough, “Detecting Negative Emotions During Real-Life Driving via Dynamically Labelled Physiological Data” in 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom’18), Athens, Greece, 19th – 23rd March, 2018, 830 -835, Doi: 10.1109/PERCOMW.2018.8480369
Chelsea Dobbins, Stephen Fairclough, Paulo Lisboa and Félix Fernando González Navarro, “A Lifelogging Platform Towards Detecting Negative Emotions in Everyday Life using Wearable Devices” in 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom’18), Athens, Greece, 19th – 23rd March, 2018, pp. 306 – 311, Doi: 10.1109/PERCOMW.2018.8480180
Kellyann Stamp, Chelsea Dobbins, Stephen Fairclough and Helen Poole, “The Influence of Game Demand on Distraction from Experimental Pain: A fNIRS Study” in the Frontiers in Human Neuroscience Conference Abstract: 2nd International Neuroergonomics Conference, Philadelphia, PA, USA, June 27-29, 2018. Doi: 10.3389/conf.fnhum.2018.227.00020
2017
Chelsea Dobbins and Stephen Fairclough, “A Mobile Lifelogging Platform to Measure Anxiety and Anger During Real-Life Driving” in the 2017 IEEE International Conference on Pervasive Computing and Communications (PerCom’17), Kona, Big Island, Hawaii, USA, 13th – 17th March, 2017, pp. 327–332. Doi: 10.1109/PERCOMW.2017.7917583
Reza Rawassizadeh, Chelsea Dobbins, Manouchehr Nourizadeh, Zahra Ghamchili and Michael Pazzani, “A Natural Language Query Interface for Searching Personal Information on Smartwatches” in the 2017 IEEE International Conference on Pervasive Computing and Communications (PerCom’17), Kona, Big Island, Hawaii, USA, 13th – 17th March, 2017, pp. 679–684. Doi: 10.1109/PERCOMW.2017.7917645 Recipient of Honorable Mention Award
Chelsea Dobbins, Reza Rawassizadeh and Elaheh Momeni, “Detecting Physical Activity within Lifelogs towards Preventing Obesity and Aid Ambient Assisted Living” in Neurocomputing, vol. 230, pp. 110–132, 2017. Doi: 10.1016/j.neucom.2016.02.088
Chelsea Dobbins and Philip Denton, “MyWallMate: An Investigation into the Use of Mobile Technology in Enhancing Student Engagement” in TechTrends, vol. 61, no. 6, pp. 541-549, 2017. Doi: 10.1007/s11528-017-0188-y
Chelsea Dobbins and Stephen Fairclough, “Wearable Sensors, Driving and the Visualization of Cardiovascular Stress During Everyday Life,” in the 1st Neuroadaptive Technology Conference 2017 (NAT’17), Berlin, Germany, 19th – 21st July, 2017
Benjamin Harris, Chelsea Dobbins, Stephen Fairclough and Paulo Lisboa, “Measuring Academic Stress ‘In The Wild’ with Wearable Sensors: Removal of Noise from Wearable Sensor Data Using Fir Filters,” in the 1st Neuroadaptive Technology Conference 2017 (NAT’17), Berlin, Germany, 19th – 21st July, 2017
Kellyann Stamp, Chelsea Dobbins, Stephen Fairclough and Helen Poole, “Development Of A Neuroadaptive Gaming Technology to Distract from Painful Procedures,” in the 1st Neuroadaptive Technology Conference 2017 (NAT’17), Berlin, Germany, 19th – 21st July, 2017
2016
Reza Rawassizadeh, Elaheh Momeni, Chelsea Dobbins, Joobin Gharibshah, and Michael Pazzani “Scalable Daily Human Behavioral Pattern Mining from Multivariate Temporal Data” in IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 28, no. 11, pp. 3098 – 3112, 2016. Doi: 10.1109/TKDE.2016.2592527 Recipient of ACM Computing Reviews Notable Papers of 2016
Paul Fergus, Ibrahim Idowu, Abir Hussain and Chelsea Dobbins, “Advanced Artificial Neural Network Classification for Detecting Preterm Births Using EHG Records” in Neurocomputing, vol. 188, pp. 42-49, 2016. Doi: 10.1016/j.neucom.2015.01.107
2015
Reza Rawassizadeh, Elaheh Momeni, Chelsea Dobbins, Pejman Mirza-Babaei, and Ramin Rahnamoun, “Lesson Learned from Collecting Quantified Self Information via Mobile and Wearable Devices” in Journal of Sensor and Actuator Networks (JSAN), vol. 4, no. 4, pp. 315–335, 2015. Doi: 10.3390/jsan4040315
Ibrahim Olatunji Idowu, Paul Fergus, Abir Hussain, Chelsea Dobbins, Mohammed Khalaf, Raul V. Casana Eslava, Robert Keight, “Artificial Intelligence for Detecting Preterm Uterine Activity in Gynacology and Obstertric Care” in Proceedings of the 2015 IEEE International Conference on Computer and Information Technology (CIT’15), Liverpool, UK, 26 – 28 October, 2015, pp. 215-220. Doi: 10.1109/CIT/IUCC/DASC/PICOM.2015.31
Nathan Shone, Chelsea Dobbins, William Hurst and Qi Shi, “Digital Memories Based Mobile User Authentication for IoT” in Proceedings of the 2015 IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC’15), Liverpool, UK, 26 – 28 October, 2015, pp. 1796-1802. Doi: 10.1109/CIT/IUCC/DASC/PICOM.2015.270
Chelsea Dobbins and Reza Rawassizadeh, “Clustering of Physical Activities for Quantified Self and mHealth Applications” in Proceedings of the 2015 IEEE International Conference on Ubiquitous Computing and Communications (IUCC’15), Liverpool, UK, 26 – 28 October, 2015, pp. 1423-1428. Doi: 10.1109/CIT/IUCC/DASC/PICOM.2015.213
William Hurst and Chelsea Dobbins, “Guest Editorial Special Issue on: Big Data Analytics in Intelligent Systems,” in Journal of Computer Sciences and Applications: Special Issue on Big Data Analytics in Intelligent Systems, vol. 3, no. 3A., pp. 1–9, 2015. Doi: 10.12691/jcsa-3-3A-1
Dhiya Al-Jumeily, Abir Hussain, Mohammed Alghamdi, Chelsea Dobbins and Jan Lunn, “Educational crowdsourcing to support the learning of computer programming” in Research and Practice in Technology Enhanced Learning (RPTEL), vol. 10, no. 1, p. 13, 2015. Doi: 10.1186/s41039-015-0011-3
Glyn Hughes and Chelsea Dobbins, “The Utilization of Data Analysis Techniques in Predicting Student Performance in Massive Open Online Courses (MOOCs)” in Research and Practice in Technology Enhanced Learning (RPTEL), vol. 10, no. 1, p. 10, 2015. Doi: 10.1186/s41039-015-0007-z
Chelsea Dobbins and Stephen Fairclough, “Lifelogging Technologies to Detect Negative Emotions Associated with Cardiovascular Disease” in Applied Computing in Medicine and Health, 1st ed., D. Al-Jumeily, A. Hussain, C. Mallucci, and C. Oliver, Eds. Elsevier, 2015, pp. 27–44. Doi: 10.1016/B978-0-12-803468-2.00002-3
Chelsea Dobbins and Paul Fergus, “Knowledge Extraction Using Probabilistic Reasoning: An Artificial Neural Network Approach” in 2015 International Joint Conference on Neural Networks (IJCNN’15), Killarney, Ireland, 12th – 17th July, 2015, pp. 1–8. Doi: 10.1109/IJCNN.2015.7280526
2014
Chelsea Dobbins, Madjid Merabti, Paul Fergus, and David Llewellyn-Jones, “A User-Centred Approach to Reducing Sedentary Behaviour” in Proceedings of The 11th Annual IEEE Consumer Communications & Networking Conference (CCNC’14), Las Vegas, NV, USA, 10th – 13th January, 2014, pp.1-6. Doi: 10.1109/CCNC.2014.6866645
Ibrahim Idowu, Paul Fergus, Abir Hussain, Chelsea Dobbins, and Haya Al-Askar, “Advance Artificial Neural Network Classification Techniques Using EHG for Detecting Preterm Births” in Proceedings of The 8th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS’14), Birmingham, UK, 2nd – 4th July, 2014, pp. 95-100. Doi: 10.1109/CISIS.2014.14
Chelsea Dobbins, Madjid Merabti, Paul Fergus, and David Llewellyn-Jones, “Capturing Human Digital Memories for Assisting Memory Recall” in Advances in Physiological Computing, S. Fairclough and K. Gilleade, Eds. Springer London, 2014, pp. 211–234. Doi: 10.1007/978-1-4471-6392-3_10
Paul Fergus, Ibrahim Idowu, Abir Hussain, Chelsea Dobbins, and Haya Al-Askar, “Evaluation of Advanced Artificial Neural Network Classification and Feature Extraction Techniques for Detecting Preterm Births Using EHG Records” in Proceedings of The 10th International Conference on Intelligent Computing (ICIC’14), Taiyuan, China, 3rd – 6th August, 2014, pp. 309-314 (Sub-Selected for Elsevier Neurocomputing Journal). Doi: 10.1007/978-3-319-09330-7_37
Chelsea Dobbins, Madjid Merabti, Paul Fergus, and David Llewellyn-Jones, “The Big Data Obstacle of Lifelogging” in Proceedings of The 28th IEEE International Conference on Advanced Information Networking and Applications (AINA’14), BC, Canada, 13th – 16th May, 2014, pp. 922-926. Doi: 10.1109/WAINA.2014.142
Chelsea Dobbins, Madjid Merabti, Paul Fergus, and David Llewellyn-Jones, “Creating Human Digital Memories with the Aid of Pervasive Mobile Devices” in Pervasive and Mobile Computing, vol. 12, pp. 160-178, 2014. Doi: 10.1016/j.pmcj.2013.10.009
2013
Chelsea Dobbins, Madjid Merabti, Paul Fergus, and David Llewellyn-Jones, “Creating Human Digital Memories for a Richer Recall of Life Experiences” in Proceedings of The 10th IEEE International Conference on Networking, Sensing and Control (ICNSC’13), Evry, France, 10th – 12th April, 2013, pp. 246-251. Doi: 10.1109/ICNSC.2013.6548745
Asaad Sabah Hadi, Paul Fergus, Chelsea Dobbins, Abbas Muhsin Al-Bakry, “A Machine Learning Algorithm for Searching Vectorised RDF Data” in Proceedings of The 27th IEEE International Conference on Advanced Information Networking and Applications (AINA’13), Barcelona, Spain, 25th – 28th March, 2013, pp. 613-618. Doi: 10.1109/WAINA.2013.204
Chelsea Dobbins, Madjid Merabti, Paul Fergus, David Llewellyn-Jones and Faycal Bouhafs, “Exploiting Linked Data to Create Rich Human Digital Memories” in Computer Communications, vol. 36, no. 15-16, pp. 1639-1656, 2013. Doi: 10.1016/j.comcom.2013.06.008
Paul Fergus, Pauline Cheung, Abir Hussain, Dhiya Al-Jumeily, Chelsea Dobbins, and Shamaila Iram, “Prediction of Preterm Deliveries from EHG Signals using Machine Learning” in PLoS ONE, vol. 8, no. 10, pp. e77154, 2013. Doi: 10.1371/journal.pone.0077154
Chelsea Dobbins, Paul Fergus, Gareth Stratton, Michael Rosenberg and Madjid Merabti, “Monitoring and Reducing Sedentary Behaviour in the Elderly with the Aid of Human Digital Memories” in Telemedicine and e-Health, vol. 19, no. 3, pp. 173-185, 2013. Doi: 10.1089/tmj.2012.0129
2012
Chelsea Dobbins, Madjid Merabti, Paul Fergus, and David Llewellyn-Jones, “Augmenting Human Digital Memories with Physiological Data” in Proceedings of The 3rd IEEE International Conference on Network Embedded Systems for Every Application (NESEA’12), Liverpool, UK, 13th – 14th December, 2012, pp. 1-7. Doi: 10.1109/NESEA.2012.6474032
Chelsea Dobbins, Paul Fergus, Madjid Merabti, and David Llewellyn-Jones, “Remotely Monitoring and Preventing the Development of Pressure Ulcers with the Aid of Human Digital Memories,” in Proceedings of The 47th Annual IEEE International Conference on Communications (ICC’12), Ottawa, Canada, 10th – 15th June, 2012, pp. 6101-6105. Doi: 10.1109/ICC.2012.6364905
Chelsea Dobbins, Madjid Merabti, Paul Fergus, and David Llewellyn-Jones, “Capturing and Sharing Human Digital Memories with the Aid of Ubiquitous Peer-to-Peer Mobile Services,” in Proceedings of The 10th Annual IEEE International Conference on Pervasive Computing and Communications (PerCom’12), Lugano, Switzerland, 19th – 23rd March, 2012, pp. 64-69 (Sub-Selected for Elsevier Pervasive and Mobile Computing journal). Doi: 10.1109/PerComW.2012.6197595
Chelsea Dobbins, Paul Fergus, Madjid Merabti, and David Llewellyn-Jones, “Monitoring and Measuring Sedentary Behaviour with the Aid of Human Digital Memories,” in Proceedings of The 9th Annual IEEE Consumer Communications & Networking Conference (CCNC’12), Las Vegas, NV, USA, 14th – 17th January, 2012, pp. 395-398. Doi: 10.1109/CCNC.2012.6181016
Paul Fergus, Andrew Attwood, Chelsea Dobbins, Gareth Stratton, Abir Hussain, Dhiya Al-Jumeily, and Martin Randles, “Monitoring and Measuring Physical Activity and Sedentary Behaviour” in International Journal of Healthcare Technology and Management (IJHTM), vol. 13, no. 5/6, pp. 283-303, 2012. Doi: 10.1504/IJHTM.2012.052548
2011
Chelsea Dobbins, Madjid Merabti, Paul Fergus, and David Llewellyn-Jones, “Towards a Framework for Capturing and Distributing Rich Interactive Human Digital Memories,” in The 12th Annual PostGraduate Symposium on the Convergence of Telecommunications, Networking and Broadcasting (PGNet’11), Liverpool, UK, 27th – 28th June, 2011