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CORDIS

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.

Final Project demonstration

This deliverable will take the form of a final deliverable of the outcome of the Project in terms of a reminding solution.

Publications

Using the Engagement Profile to Design an Engaging Robotic Teaching Assistant for Students

Author(s): Martin Cooney; Wolfgang Leister
Published in: Robotics, 2019, ISSN 2218-6581
Publisher: Multidisciplinary Digital Publishing Institute
DOI: 10.3390/robotics8010021

SemImput: Bridging Semantic Imputation with Deep Learning for Complex Human Activity Recognition

Author(s): Muhammad Asif Razzaq, I Cleland, CD Nugent, Sungyoung Lee
Published in: Sensors, Issue Vol 20, 2020, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20102771

Correlation Analysis of Different Measurement Places of Galvanic Skin Response in Test Groups Facing Pleasant and Unpleasant Stimuli

Author(s): Andres Sanchez-Comas; Kare Synnes; Diego Molina-Estren; Alexander Troncoso-Palacio; Zhoe Comas-Gonzalez
Published in: Sensors, Issue 19 June 2021, 2021, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21124210

Ambient Sound Recognition of Daily Events by Means of Convolutional Neural Networks and Fuzzy Temporal Restrictions

Author(s): Aurora Polo-Rodriguez, Jose Manuel Vilchez Chiachio, Cristiano Paggetti, Javier Medina-Quero
Published in: Applied Sciences, Issue 11(15), 2021, ISSN 2076-3417
Publisher: Multidisciplinary Digital Publishing Institute
DOI: 10.3390/app11156978

Affective recognition from EEG signals: an integrated data-mining approach

Author(s): Fabio Mendoza-Palechor, Maria Luiza Menezes, Anita Sant’Anna, Miguel Ortiz-Barrios, Anas Samara & Leo Galway
Published in: Journal of Ambient Intelligence and Humanized Computing, Issue Vol. 10, 2019, Page(s) 3955-3974, ISSN 1868-5137
Publisher: Springer Verlag
DOI: 10.1007/s12652-018-1065-z

Machine Learning Applied to Datasets of Human Activity Recognition-An Applications of Data Analysis in HealthCare

Author(s): Paola Patricia Ariza-Colpas , Enrico Vicario, Shariq Aziz Butt, Emiro De-la Hoz-Franco, Marlon Alberto Piñeres-Melo, Ana Isabel Oviedo-Carrascal, Muhammad Imran Tariq, Johanna Karina García Restrepo, Fulvio Patara
Published in: Current Medical Imaging, 2022, ISSN 1573-4056
Publisher: Bentham Science Publishers
DOI: 10.2174/1573405618666220104114814

A novel integration of IF-DEMATEL and TOPSIS for the classifier selection problem in assistive technology adoption for people with dementia

Author(s): Miguel Angel Ortíz-Barrios, Matias Garcia-Constantino, Chris Nugent, Isaac Alfaro-Sarmiento
Published in: International Journal of Environmental Research and Public Health, Issue 19(3), 1133, 2022, Page(s) 12-26., ISSN 1661-7827
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/ijerph19031133

Fuzzy cloud-fog computing approach application for human activity recognition in smart homes

Author(s): MA Lopez Medina, M Espinilla, I Cleland, C Nugent, J Medina
Published in: Journal of Intelligent and Fuzzy Systems, Issue 38(6), 2019, ISSN 1064-1246
Publisher: IOS Press
DOI: 10.3233/jifs-179443

Unsupervised Human Activity Recognition Using the Clustering Approach: A Review

Author(s): Paola Ariza Colpas, Enrico Vicario, Emiro De-La-Hoz-Franco, Marlon Pineres-Melo, Ana Oviedo-Carrascal and Fulvio Patara
Published in: Sensors, Issue 20(9), 2702, 2020, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20092702

Human Activity Recognition Data Analysis: History, Evolutions, and New Trends

Author(s): Paola Patricia Ariza-Colpas, Enrico Vicario, Ana Isabel Oviedo-Carrascal, Shariq Butt Aziz, Marlon Alberto Piñeres-Melo, Alejandra Quintero-Linero and Fulvio Patara
Published in: Sensors, Issue 2022, 22(9), 3401, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22093401

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
Publisher: IOS Press
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
Publisher: Springer Verlag
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
Publisher: MDPI -MTI
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
Publisher: Institute of Electrical and Electronics Engineers Inc.
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
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
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
Publisher: Pergamon Press Ltd.
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
Publisher: Pergamon Press Ltd.
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
Publisher: Springer Verlag
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
Publisher: MDPI
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
Publisher: Institute of Electrical and Electronics Engineers Inc.
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
Publisher: MDPI
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
Publisher: MDPI
DOI: 10.3390/proceedings2191236

Evaluation of convolutional neural networks for the classification of falls from heterogeneous thermal vision sensors

Author(s): Miguel Angel Lopez-Medina, Macarena Espinilla, Chris Nugent, Javier Medina Quero
Published in: Distributed Sensor Networks, Issue Vol 16(5), 2020, ISSN 1550-1329
Publisher: Taylor and Francis
DOI: 10.1177/1550147720920485

Domain Adaptation of Binary Sensors in Smart Environments Through Activity Alignment

Author(s): Aurora Polo-Rodriguez, Federico Cruciani, CD Nugent, Javier Medina
Published in: IEEE Access, Issue Vol 8, 2020, Page(s) 228804-228817, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3046181

uMoDT: an unobtrusive multi-occupant detection and tracking using robust Kalman filter for real-time activity recognition

Author(s): Muhammad Asif Razzaq, Javier Medina Quero, I Cleland, CD Nugent, Usman Akhtar, Hafiz Syed Muhammad Bilal, Ubaid Ur Rehman, Sungyoung Lee
Published in: Multimedia Systems, Issue Vol 26, 2020, Page(s) 553-569, ISSN 0942-4962
Publisher: Springer Verlag
DOI: 10.1007/s00530-020-00664-7

Smart Product Design Process through the Implementation of a Fuzzy Kano-AHP-DEMATEL-QFD Approach

Author(s): Dionicio Neira-Rodado, Miguel Ortíz-Barrios, Sandra De la Hoz-Escorcia, Cristiano Paggetti, Laura Noffrini, Nicola Fratea
Published in: Applied Sciences, Issue 10(5), 1792, 2020, Page(s) 44589, ISSN 2076-3417
Publisher: Multidisciplinary Digital Publishing Institute
DOI: 10.3390/app10051792

Complementing real datasets with simulated data: a regression-based approach

Author(s): M. A. Ortiz-Barrios, J. Lundström, J. Synnott, E. Järpe & A. Sant’Anna
Published in: Multimedia Tools and Applications, Issue Vol. 79, 2020, Page(s) 34301-34324, ISSN 1380-7501
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11042-019-08368-5

Hardware for Recognition of Human Activities: A Review of Smart Home and AAL Related Technologies

Author(s): Andres Sanchez-Comas, Kåre Synnes and Josef Hallberg
Published in: Sensors, Issue 20(15), 2020, Page(s) 4227, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20154227

Evaluating the Impact of a Two-Stage Multivariate Data Cleansing Approach to Improve to the Performance of Machine Learning Classifiers: A Case Study in Human Activity Recognition

Author(s): Dionicio Neira-Rodado, Chris Nugent, Ian Cleland, Javier Velasquez, Amelec Viloria
Published in: Sensors, Issue 20(7), 1858, 2020, Page(s) 44584, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20071858

Simulated data to estimate real sensor events—a poisson-regression-based modelling

Author(s): Miguel Angel Ortíz-Barrios, Ian Cleland, Chris Nugent,Pablo Pancardo, Eric Järpe, and Jonathan Synnott
Published in: Remote Sensing, Issue 12(5), 771, 2020, Page(s) 7-17., ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs12050771

Predicting Activity Duration in Smart Sensing Environments Using Synthetic Data and Partial Least Squares Regression: The Case of Dementia Patients

Author(s): Miguel Ortiz-Barrios, Eric Järpe, Matías García-Constantino, Ian Cleland, Chris Nugent, Sebastián Arias-Fonseca, and, Natalia Jaramillo-Rueda
Published in: Sensors, Issue 22(14), 5410, 2022, Page(s) 7-18., ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22145410

Avoiding Improper Treatment of Persons with Dementia by Care Robots

Author(s): Cooney, Martin; Pashami, Sepideh; J��rpe, Eric; Ashfaq, Awais
Published in: ACM/IEEE International Conference on Human-Robot Interaction (HRI) Workshop, 2019
Publisher: Cornell University
DOI: 10.48550/arxiv.2005.06622

Identifying the Most Appropriate Classifier for Underpinning Assistive Technology Adoption for People with Dementia: An Integration of Fuzzy AHP and VIKOR Methods

Author(s): Miguel Ortiz-Barrios, CD Nugent, Matias Garcia-Constantino, Genett Jimenez-Delgado
Published in: International Conference on Human-Computer Interaction, 2020
Publisher: Springer
DOI: 10.1007/978-3-030-49907-5_29

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, ISBN 978-3-319-67585-5
Publisher: Springer International Publishing
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, ISBN 978-3-319-67584-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-67585-5_48

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, ISBN 978-1-5386-3227-7
Publisher: IEEE
DOI: 10.1109/percomw.2018.8480174

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, ISBN 978-1-5386-3227-7
Publisher: IEEE
DOI: 10.1109/percomw.2018.8480322

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