The use of computational techniques to Improve compliance to reminders within smart environments

Deliverables

Documents, reports (1)

Approaches to deliver behaviour change strategies

This Deliverable will produce a report that will provide a consolidated overview of the techniques which can be used to facilitate behaviour change within the context of reminding solutions.

Publications

Peer reviewed articles (12)

Fuzzy Intelligent System for Patients with Preeclampsia in Wearable Devices

Author(s): Macarena Espinilla, Javier Medina, Ángel-Luis García-Fernández, Sixto Campaña, Jorge Londoño
Published in: Mobile Information Systems, Issue 2017, 2017, Page(s) 1-10, ISSN 1574-017X
DOI: 10.1155/2017/7838464

A new approach based on temporal sub-windows for online sensor-based activity recognition

Author(s): Macarena Espinilla, Javier Medina, Josef Hallberg, Chris Nugent
Published in: Journal of Ambient Intelligence and Humanized Computing, Issue 2018, 2018, Page(s) 1-13, ISSN 1868-5137
DOI: 10.1007/s12652-018-0746-y

Design for an Art Therapy Robot: An Explorative Review of the Theoretical Foundations for Engaging in Emotional and Creative Painting with a Robot

Author(s): Martin Cooney, Maria Menezes
Published in: Multimodal Technologies and Interaction, Issue 2/3, 2018, Page(s) 52, ISSN 2414-4088
DOI: 10.3390/mti2030052

Sensor-Based Datasets for Human Activity Recognition – A Systematic Review of Literature

Author(s): Emiro De-La-Hoz-Franco, Paola Ariza-Colpas, Javier Medina Quero, Macarena Espinilla
Published in: IEEE Access, Issue 6, 2018, Page(s) 59192-59210, ISSN 2169-3536
DOI: 10.1109/access.2018.2873502

Using Ontologies for the Online Recognition of Activities of Daily Living

Author(s): Alberto Salguero, Macarena Espinilla, Pablo Delatorre, Javier Medina
Published in: Sensors, Issue 18/4, 2018, Page(s) 1202, ISSN 1424-8220
DOI: 10.3390/s18041202

Ensemble classifier of long short-term memory with fuzzy temporal windows on binary sensors for activity recognition

Author(s): Javier Medina-Quero, Shuai Zhang, Chris Nugent, M. Espinilla
Published in: Expert Systems with Applications, Issue 114, 2018, Page(s) 441-453, ISSN 0957-4174
DOI: 10.1016/j.eswa.2018.07.068

Ontology-based feature generation to improve accuracy of activity recognition in smart environments

Author(s): A.G. Salguero, M. Espinilla
Published in: Computers & Electrical Engineering, Issue 68, 2018, Page(s) 1-13, ISSN 0045-7906
DOI: 10.1016/j.compeleceng.2018.03.048

Methodology for improving classification accuracy using ontologies: application in the recognition of activities of daily living

Author(s): A. G. Salguero, J. Medina, P. Delatorre, M. Espinilla
Published in: Journal of Ambient Intelligence and Humanized Computing, 2019, ISSN 1868-5137
DOI: 10.1007/s12652-018-0769-4

Human Activity Recognition from the Acceleration Data of a Wearable Device. Which Features Are More Relevant by Activities?

Author(s): Macarena Espinilla, Javier Medina, Alberto Salguero, Naomi Irvine, Mark Donnelly, Ian Cleland, Chris Nugent
Published in: Proceedings, Issue 2/19, 2018, Page(s) 1242, ISSN 2504-3900
DOI: 10.3390/proceedings2191242

The Experience of Developing the UJAmI Smart Lab

Author(s): M. Espinilla, L. Martinez, J. Medina, C. Nugent
Published in: IEEE Access, Issue 6, 2018, Page(s) 34631-34642, ISSN 2169-3536
DOI: 10.1109/access.2018.2849226

Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows

Author(s): Javier Quero, Claire Orr, Shuai Zang, Chris Nugent, Alberto Salguero, Macarena Espinilla
Published in: Proceedings, Issue 2/19, 2018, Page(s) 1225, ISSN 2504-3900
DOI: 10.3390/proceedings2191225

Detection of Falls from Non-Invasive Thermal Vision Sensors Using Convolutional Neural Networks

Author(s): Javier Quero, Matthew Burns, Muhammad Razzaq, Chris Nugent, Macarena Espinilla
Published in: Proceedings, Issue 2/19, 2018, Page(s) 1236, ISSN 2504-3900
DOI: 10.3390/proceedings2191236

Conference proceedings (6)

Improving Activity Classification Using Ontologies to Expand Features in Smart Environments

Author(s): Alberto Salguero, Macarena Espinilla
Published in: Ubiquitous Computing and Ambient Intelligence: 11th International Conference, UCAmI 2017, Philadelphia, PA, USA, November 7–10, 2017, Proceedings, Issue 10586, 2017, Page(s) 381-393
DOI: 10.1007/978-3-319-67585-5_40

Fuzzy Fog Computing: A Linguistic Approach for Knowledge Inference in Wearable Devices

Author(s): Javier Medina, Macarena Espinilla, Daniel Zafra, Luis Martínez, Christopher Nugent
Published in: Ubiquitous Computing and Ambient Intelligence: 11th International Conference, UCAmI 2017, Philadelphia, PA, USA, November 7–10, 2017, Proceedings, Cham, Springer International Publishin, Issue 10586, 2017, Page(s) 473-485
DOI: 10.1007/978-3-319-67585-5_48

A survey on techniques for Activity Recognition and AR datasets creation for Ambient Assisted Living.

Author(s): Macarena Espinilla, Javier Medina, Tommaso Papini, Enrico Vicario
Published in: 2017

Computer Vision-Based Gait Velocity from Non-Obtrusive Thermal Vision Sensors

Author(s): Javier Medina-Quero, Colin Shewell, Ian Cleland, Joseph Rafferty, Chris Nugent, Macarena Espinilla Estevez
Published in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Page(s) 391-396
DOI: 10.1109/percomw.2018.8480174

Fuzzy framework for activity recognition in a multi-occupant smart environment based on wearable devices and proximity beacons

Author(s): Macarena Espinilla, Javier Medina Quero, Naomi Irvine, Ian Cleland, Chris Nugent
Published in: Data Science and Knowledge Engineering for Sensing Decision Support, 2018, Page(s) 1292-1299
DOI: 10.1142/9789813273238_0161

Collection of a Diverse, Realistic and Annotated Dataset for Wearable Activity Recognition

Author(s): I. Cleland, M. P. Donnelly, C. D. Nugent, J. Hallberg, M. Espinilla, M. Garcia-Constantino
Published in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Page(s) 555-560
DOI: 10.1109/percomw.2018.8480322