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

Deliverables

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.

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Publications

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


Published in: 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

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