Publications

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

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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 1^st Neuroadaptive Technology Conference 2017 (NAT’17), Berlin, Germany, 19^th – 21^st 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 1^st Neuroadaptive Technology Conference 2017 (NAT’17), Berlin, Germany, 19^th – 21^st July, 2017

Kellyann Stamp, Chelsea Dobbins, Stephen Fairclough and Helen Poole, “Development Of A Neuroadaptive Gaming Technology to Distract from Painful Procedures,” in the 1^st Neuroadaptive Technology Conference 2017 (NAT’17), Berlin, Germany, 19^th – 21^st July, 2017

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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

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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, 12^th – 17^th July, 2015, pp. 1–8. Doi: 10.1109/IJCNN.2015.7280526

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2014

Chelsea Dobbins, Madjid Merabti, Paul Fergus, and David Llewellyn-Jones, “A User-Centred Approach to Reducing Sedentary Behaviour” in Proceedings of The 11^th Annual IEEE Consumer Communications & Networking Conference (CCNC’14), Las Vegas, NV, USA, 10^th – 13^th 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 8^th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS’14), Birmingham, UK, 2^nd – 4^th 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 10^th International Conference on Intelligent Computing (ICIC’14), Taiyuan, China, 3^rd – 6^th 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 28^th IEEE International Conference on Advanced Information Networking and Applications (AINA’14), BC, Canada, 13^th – 16^th 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

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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 10^th IEEE International Conference on Networking, Sensing and Control (ICNSC’13), Evry, France, 10^th – 12^th 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 27^th IEEE International Conference on Advanced Information Networking and Applications (AINA’13), Barcelona, Spain, 25^th – 28^th 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

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2012

Chelsea Dobbins, Madjid Merabti, Paul Fergus, and David Llewellyn-Jones, “Augmenting Human Digital Memories with Physiological Data” in Proceedings of The 3^rd IEEE International Conference on Network Embedded Systems for Every Application (NESEA’12), Liverpool, UK, 13^th – 14^th 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 47^th Annual IEEE International Conference on Communications (ICC’12), Ottawa, Canada, 10^th – 15^th 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, 19^th – 23^rd 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 9^th Annual IEEE Consumer Communications & Networking Conference (CCNC’12), Las Vegas, NV, USA, 14^th – 17^th 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 12^th Annual PostGraduate Symposium on the Convergence of Telecommunications, Networking and Broadcasting (PGNet’11), Liverpool, UK, 27^th – 28^th June, 2011

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