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

Informations projet

REMIND

N° de convention de subvention: 734355

DOI

10.3030/734355

Projet clôturé

Date de signature de la CE 2 Decembre 2016

Date de début 1 Janvier 2017

Date de fin 31 Octobre 2022

Financé au titre de

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coût total

€ 1 084 500,00

Contribution de l’UE

€ 976 500,00

Coordonné par

UNIVERSITY OF ULSTER
United Kingdom

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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.

Demonstrators, pilots, prototypes (1)

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

Peer reviewed articles (31)

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

Auteurs: Martin Cooney; Wolfgang Leister
Publié dans: Robotics, 2019, ISSN 2218-6581
Éditeur: Multidisciplinary Digital Publishing Institute
DOI: 10.3390/robotics8010021

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

Auteurs: Muhammad Asif Razzaq, I Cleland, CD Nugent, Sungyoung Lee
Publié dans: Sensors, Numéro Vol 20, 2020, ISSN 1424-8220
Éditeur: 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

Auteurs: Andres Sanchez-Comas; Kare Synnes; Diego Molina-Estren; Alexander Troncoso-Palacio; Zhoe Comas-Gonzalez
Publié dans: Sensors, Numéro 19 June 2021, 2021, ISSN 1424-8220
Éditeur: 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

Auteurs: Aurora Polo-Rodriguez, Jose Manuel Vilchez Chiachio, Cristiano Paggetti, Javier Medina-Quero
Publié dans: Applied Sciences, Numéro 11(15), 2021, ISSN 2076-3417
Éditeur: Multidisciplinary Digital Publishing Institute
DOI: 10.3390/app11156978

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

Auteurs: Fabio Mendoza-Palechor, Maria Luiza Menezes, Anita Sant’Anna, Miguel Ortiz-Barrios, Anas Samara & Leo Galway
Publié dans: Journal of Ambient Intelligence and Humanized Computing, Numéro Vol. 10, 2019, Page(s) 3955-3974, ISSN 1868-5137
Éditeur: 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

Auteurs: 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
Publié dans: Current Medical Imaging, 2022, ISSN 1573-4056
Éditeur: 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

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

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

Auteurs: MA Lopez Medina, M Espinilla, I Cleland, C Nugent, J Medina
Publié dans: Journal of Intelligent and Fuzzy Systems, Numéro 38(6), 2019, ISSN 1064-1246
Éditeur: IOS Press
DOI: 10.3233/jifs-179443

Unsupervised Human Activity Recognition Using the Clustering Approach: A Review

Auteurs: Paola Ariza Colpas, Enrico Vicario, Emiro De-La-Hoz-Franco, Marlon Pineres-Melo, Ana Oviedo-Carrascal and Fulvio Patara
Publié dans: Sensors, Numéro 20(9), 2702, 2020, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20092702

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

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

Fuzzy Intelligent System for Patients with Preeclampsia in Wearable Devices

Auteurs: Macarena Espinilla, Javier Medina, Ángel-Luis García-Fernández, Sixto Campaña, Jorge Londoño
Publié dans: Mobile Information Systems, Numéro 2017, 2017, Page(s) 1-10, ISSN 1574-017X
Éditeur: IOS Press
DOI: 10.1155/2017/7838464

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

Auteurs: Macarena Espinilla, Javier Medina, Josef Hallberg, Chris Nugent
Publié dans: Journal of Ambient Intelligence and Humanized Computing, Numéro 2018, 2018, Page(s) 1-13, ISSN 1868-5137
Éditeur: 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

Auteurs: Martin Cooney, Maria Menezes
Publié dans: Multimodal Technologies and Interaction, Numéro 2/3, 2018, Page(s) 52, ISSN 2414-4088
Éditeur: MDPI -MTI
DOI: 10.3390/mti2030052

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

Auteurs: Emiro De-La-Hoz-Franco, Paola Ariza-Colpas, Javier Medina Quero, Macarena Espinilla
Publié dans: IEEE Access, Numéro 6, 2018, Page(s) 59192-59210, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2018.2873502

Using Ontologies for the Online Recognition of Activities of Daily Living

Auteurs: Alberto Salguero, Macarena Espinilla, Pablo Delatorre, Javier Medina
Publié dans: Sensors, Numéro 18/4, 2018, Page(s) 1202, ISSN 1424-8220
Éditeur: 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

Auteurs: Javier Medina-Quero, Shuai Zhang, Chris Nugent, M. Espinilla
Publié dans: Expert Systems with Applications, Numéro 114, 2018, Page(s) 441-453, ISSN 0957-4174
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2018.07.068

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

Auteurs: A.G. Salguero, M. Espinilla
Publié dans: Computers & Electrical Engineering, Numéro 68, 2018, Page(s) 1-13, ISSN 0045-7906
Éditeur: 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

Auteurs: A. G. Salguero, J. Medina, P. Delatorre, M. Espinilla
Publié dans: Journal of Ambient Intelligence and Humanized Computing, 2019, ISSN 1868-5137
Éditeur: 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?

Auteurs: Macarena Espinilla, Javier Medina, Alberto Salguero, Naomi Irvine, Mark Donnelly, Ian Cleland, Chris Nugent
Publié dans: Proceedings, Numéro 2/19, 2018, Page(s) 1242, ISSN 2504-3900
Éditeur: MDPI
DOI: 10.3390/proceedings2191242

The Experience of Developing the UJAmI Smart Lab

Auteurs: M. Espinilla, L. Martinez, J. Medina, C. Nugent
Publié dans: IEEE Access, Numéro 6, 2018, Page(s) 34631-34642, ISSN 2169-3536
Éditeur: 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

Auteurs: Javier Quero, Claire Orr, Shuai Zang, Chris Nugent, Alberto Salguero, Macarena Espinilla
Publié dans: Proceedings, Numéro 2/19, 2018, Page(s) 1225, ISSN 2504-3900
Éditeur: MDPI
DOI: 10.3390/proceedings2191225

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

Auteurs: Javier Quero, Matthew Burns, Muhammad Razzaq, Chris Nugent, Macarena Espinilla
Publié dans: Proceedings, Numéro 2/19, 2018, Page(s) 1236, ISSN 2504-3900
Éditeur: MDPI
DOI: 10.3390/proceedings2191236

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

Auteurs: Miguel Angel Lopez-Medina, Macarena Espinilla, Chris Nugent, Javier Medina Quero
Publié dans: Distributed Sensor Networks, Numéro Vol 16(5), 2020, ISSN 1550-1329
Éditeur: Taylor and Francis
DOI: 10.1177/1550147720920485

Domain Adaptation of Binary Sensors in Smart Environments Through Activity Alignment

Auteurs: Aurora Polo-Rodriguez, Federico Cruciani, CD Nugent, Javier Medina
Publié dans: IEEE Access, Numéro Vol 8, 2020, Page(s) 228804-228817, ISSN 2169-3536
Éditeur: 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

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

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

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

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

Auteurs: M. A. Ortiz-Barrios, J. Lundström, J. Synnott, E. Järpe & A. Sant’Anna
Publié dans: Multimedia Tools and Applications, Numéro Vol. 79, 2020, Page(s) 34301-34324, ISSN 1380-7501
Éditeur: 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

Auteurs: Andres Sanchez-Comas, Kåre Synnes and Josef Hallberg
Publié dans: Sensors, Numéro 20(15), 2020, Page(s) 4227, ISSN 1424-8220
Éditeur: 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

Auteurs: Dionicio Neira-Rodado, Chris Nugent, Ian Cleland, Javier Velasquez, Amelec Viloria
Publié dans: Sensors, Numéro 20(7), 1858, 2020, Page(s) 44584, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20071858

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

Auteurs: Miguel Angel Ortíz-Barrios, Ian Cleland, Chris Nugent,Pablo Pancardo, Eric Järpe, and Jonathan Synnott
Publié dans: Remote Sensing, Numéro 12(5), 771, 2020, Page(s) 7-17., ISSN 2072-4292
Éditeur: 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

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

Conference proceedings (6)

Avoiding Improper Treatment of Persons with Dementia by Care Robots

Auteurs: Cooney, Martin; Pashami, Sepideh; J��rpe, Eric; Ashfaq, Awais
Publié dans: ACM/IEEE International Conference on Human-Robot Interaction (HRI) Workshop, 2019
Éditeur: 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

Auteurs: Miguel Ortiz-Barrios, CD Nugent, Matias Garcia-Constantino, Genett Jimenez-Delgado
Publié dans: International Conference on Human-Computer Interaction, 2020
Éditeur: Springer
DOI: 10.1007/978-3-030-49907-5_29

Improving Activity Classification Using Ontologies to Expand Features in Smart Environments

Auteurs: Alberto Salguero, Macarena Espinilla
Publié dans: Ubiquitous Computing and Ambient Intelligence: 11th International Conference, UCAmI 2017, Philadelphia, PA, USA, November 7–10, 2017, Proceedings, Numéro 10586, 2017, Page(s) 381-393, ISBN 978-3-319-67585-5
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-67585-5_40

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

Auteurs: Javier Medina, Macarena Espinilla, Daniel Zafra, Luis Martínez, Christopher Nugent
Publié dans: Ubiquitous Computing and Ambient Intelligence: 11th International Conference, UCAmI 2017, Philadelphia, PA, USA, November 7–10, 2017, Proceedings, Cham, Springer International Publishin, Numéro 10586, 2017, Page(s) 473-485, ISBN 978-3-319-67584-8
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-67585-5_48

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

Auteurs: Javier Medina-Quero, Colin Shewell, Ian Cleland, Joseph Rafferty, Chris Nugent, Macarena Espinilla Estevez
Publié dans: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Page(s) 391-396, ISBN 978-1-5386-3227-7
Éditeur: IEEE
DOI: 10.1109/percomw.2018.8480174

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

Auteurs: I. Cleland, M. P. Donnelly, C. D. Nugent, J. Hallberg, M. Espinilla, M. Garcia-Constantino
Publié dans: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Page(s) 555-560, ISBN 978-1-5386-3227-7
Éditeur: IEEE
DOI: 10.1109/percomw.2018.8480322