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

Informazioni relative al progetto

REMIND

ID dell’accordo di sovvenzione: 734355

DOI

10.3030/734355

Progetto chiuso

Data della firma CE 2 Dicembre 2016

Data di avvio 1 Gennaio 2017

Data di completamento 31 Ottobre 2022

Finanziato da

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Costo totale

€ 1 084 500,00

Contributo UE

€ 976 500,00

Coordinato da

UNIVERSITY OF ULSTER
United Kingdom

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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.

Pubblicazioni

Peer reviewed articles (31)

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

Autori: Martin Cooney; Wolfgang Leister
Pubblicato in: Robotics, 2019, ISSN 2218-6581
Editore: Multidisciplinary Digital Publishing Institute
DOI: 10.3390/robotics8010021

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

Autori: Muhammad Asif Razzaq, I Cleland, CD Nugent, Sungyoung Lee
Pubblicato in: Sensors, Numero Vol 20, 2020, ISSN 1424-8220
Editore: 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

Autori: Andres Sanchez-Comas; Kare Synnes; Diego Molina-Estren; Alexander Troncoso-Palacio; Zhoe Comas-Gonzalez
Pubblicato in: Sensors, Numero 19 June 2021, 2021, ISSN 1424-8220
Editore: 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

Autori: Aurora Polo-Rodriguez, Jose Manuel Vilchez Chiachio, Cristiano Paggetti, Javier Medina-Quero
Pubblicato in: Applied Sciences, Numero 11(15), 2021, ISSN 2076-3417
Editore: Multidisciplinary Digital Publishing Institute
DOI: 10.3390/app11156978

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

Autori: Fabio Mendoza-Palechor, Maria Luiza Menezes, Anita Sant’Anna, Miguel Ortiz-Barrios, Anas Samara & Leo Galway
Pubblicato in: Journal of Ambient Intelligence and Humanized Computing, Numero Vol. 10, 2019, Pagina/e 3955-3974, ISSN 1868-5137
Editore: 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

Autori: 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
Pubblicato in: Current Medical Imaging, 2022, ISSN 1573-4056
Editore: 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

Autori: Miguel Angel Ortíz-Barrios, Matias Garcia-Constantino, Chris Nugent, Isaac Alfaro-Sarmiento
Pubblicato in: International Journal of Environmental Research and Public Health, Numero 19(3), 1133, 2022, Pagina/e 12-26., ISSN 1661-7827
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/ijerph19031133

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

Autori: MA Lopez Medina, M Espinilla, I Cleland, C Nugent, J Medina
Pubblicato in: Journal of Intelligent and Fuzzy Systems, Numero 38(6), 2019, ISSN 1064-1246
Editore: IOS Press
DOI: 10.3233/jifs-179443

Unsupervised Human Activity Recognition Using the Clustering Approach: A Review

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

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

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

Fuzzy Intelligent System for Patients with Preeclampsia in Wearable Devices

Autori: Macarena Espinilla, Javier Medina, Ángel-Luis García-Fernández, Sixto Campaña, Jorge Londoño
Pubblicato in: Mobile Information Systems, Numero 2017, 2017, Pagina/e 1-10, ISSN 1574-017X
Editore: IOS Press
DOI: 10.1155/2017/7838464

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

Autori: Macarena Espinilla, Javier Medina, Josef Hallberg, Chris Nugent
Pubblicato in: Journal of Ambient Intelligence and Humanized Computing, Numero 2018, 2018, Pagina/e 1-13, ISSN 1868-5137
Editore: 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

Autori: Martin Cooney, Maria Menezes
Pubblicato in: Multimodal Technologies and Interaction, Numero 2/3, 2018, Pagina/e 52, ISSN 2414-4088
Editore: MDPI -MTI
DOI: 10.3390/mti2030052

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

Autori: Emiro De-La-Hoz-Franco, Paola Ariza-Colpas, Javier Medina Quero, Macarena Espinilla
Pubblicato in: IEEE Access, Numero 6, 2018, Pagina/e 59192-59210, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2018.2873502

Using Ontologies for the Online Recognition of Activities of Daily Living

Autori: Alberto Salguero, Macarena Espinilla, Pablo Delatorre, Javier Medina
Pubblicato in: Sensors, Numero 18/4, 2018, Pagina/e 1202, ISSN 1424-8220
Editore: 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

Autori: Javier Medina-Quero, Shuai Zhang, Chris Nugent, M. Espinilla
Pubblicato in: Expert Systems with Applications, Numero 114, 2018, Pagina/e 441-453, ISSN 0957-4174
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2018.07.068

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

Autori: A.G. Salguero, M. Espinilla
Pubblicato in: Computers & Electrical Engineering, Numero 68, 2018, Pagina/e 1-13, ISSN 0045-7906
Editore: 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

Autori: A. G. Salguero, J. Medina, P. Delatorre, M. Espinilla
Pubblicato in: Journal of Ambient Intelligence and Humanized Computing, 2019, ISSN 1868-5137
Editore: 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?

Autori: Macarena Espinilla, Javier Medina, Alberto Salguero, Naomi Irvine, Mark Donnelly, Ian Cleland, Chris Nugent
Pubblicato in: Proceedings, Numero 2/19, 2018, Pagina/e 1242, ISSN 2504-3900
Editore: MDPI
DOI: 10.3390/proceedings2191242

The Experience of Developing the UJAmI Smart Lab

Autori: M. Espinilla, L. Martinez, J. Medina, C. Nugent
Pubblicato in: IEEE Access, Numero 6, 2018, Pagina/e 34631-34642, ISSN 2169-3536
Editore: 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

Autori: Javier Quero, Claire Orr, Shuai Zang, Chris Nugent, Alberto Salguero, Macarena Espinilla
Pubblicato in: Proceedings, Numero 2/19, 2018, Pagina/e 1225, ISSN 2504-3900
Editore: MDPI
DOI: 10.3390/proceedings2191225

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

Autori: Javier Quero, Matthew Burns, Muhammad Razzaq, Chris Nugent, Macarena Espinilla
Pubblicato in: Proceedings, Numero 2/19, 2018, Pagina/e 1236, ISSN 2504-3900
Editore: MDPI
DOI: 10.3390/proceedings2191236

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

Autori: Miguel Angel Lopez-Medina, Macarena Espinilla, Chris Nugent, Javier Medina Quero
Pubblicato in: Distributed Sensor Networks, Numero Vol 16(5), 2020, ISSN 1550-1329
Editore: Taylor and Francis
DOI: 10.1177/1550147720920485

Domain Adaptation of Binary Sensors in Smart Environments Through Activity Alignment

Autori: Aurora Polo-Rodriguez, Federico Cruciani, CD Nugent, Javier Medina
Pubblicato in: IEEE Access, Numero Vol 8, 2020, Pagina/e 228804-228817, ISSN 2169-3536
Editore: 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

Autori: Muhammad Asif Razzaq, Javier Medina Quero, I Cleland, CD Nugent, Usman Akhtar, Hafiz Syed Muhammad Bilal, Ubaid Ur Rehman, Sungyoung Lee
Pubblicato in: Multimedia Systems, Numero Vol 26, 2020, Pagina/e 553-569, ISSN 0942-4962
Editore: Springer Verlag
DOI: 10.1007/s00530-020-00664-7

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

Autori: Dionicio Neira-Rodado, Miguel Ortíz-Barrios, Sandra De la Hoz-Escorcia, Cristiano Paggetti, Laura Noffrini, Nicola Fratea
Pubblicato in: Applied Sciences, Numero 10(5), 1792, 2020, Pagina/e 44589, ISSN 2076-3417
Editore: Multidisciplinary Digital Publishing Institute
DOI: 10.3390/app10051792

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

Autori: M. A. Ortiz-Barrios, J. Lundström, J. Synnott, E. Järpe & A. Sant’Anna
Pubblicato in: Multimedia Tools and Applications, Numero Vol. 79, 2020, Pagina/e 34301-34324, ISSN 1380-7501
Editore: 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

Autori: Andres Sanchez-Comas, Kåre Synnes and Josef Hallberg
Pubblicato in: Sensors, Numero 20(15), 2020, Pagina/e 4227, ISSN 1424-8220
Editore: 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

Autori: Dionicio Neira-Rodado, Chris Nugent, Ian Cleland, Javier Velasquez, Amelec Viloria
Pubblicato in: Sensors, Numero 20(7), 1858, 2020, Pagina/e 44584, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20071858

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

Autori: Miguel Angel Ortíz-Barrios, Ian Cleland, Chris Nugent,Pablo Pancardo, Eric Järpe, and Jonathan Synnott
Pubblicato in: Remote Sensing, Numero 12(5), 771, 2020, Pagina/e 7-17., ISSN 2072-4292
Editore: 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

Autori: Miguel Ortiz-Barrios, Eric Järpe, Matías García-Constantino, Ian Cleland, Chris Nugent, Sebastián Arias-Fonseca, and, Natalia Jaramillo-Rueda
Pubblicato in: Sensors, Numero 22(14), 5410, 2022, Pagina/e 7-18., ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22145410

Conference proceedings (6)

Avoiding Improper Treatment of Persons with Dementia by Care Robots

Autori: Cooney, Martin; Pashami, Sepideh; J��rpe, Eric; Ashfaq, Awais
Pubblicato in: ACM/IEEE International Conference on Human-Robot Interaction (HRI) Workshop, 2019
Editore: 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

Autori: Miguel Ortiz-Barrios, CD Nugent, Matias Garcia-Constantino, Genett Jimenez-Delgado
Pubblicato in: International Conference on Human-Computer Interaction, 2020
Editore: Springer
DOI: 10.1007/978-3-030-49907-5_29

Improving Activity Classification Using Ontologies to Expand Features in Smart Environments

Autori: Alberto Salguero, Macarena Espinilla
Pubblicato in: Ubiquitous Computing and Ambient Intelligence: 11th International Conference, UCAmI 2017, Philadelphia, PA, USA, November 7–10, 2017, Proceedings, Numero 10586, 2017, Pagina/e 381-393, ISBN 978-3-319-67585-5
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-67585-5_40

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

Autori: Javier Medina, Macarena Espinilla, Daniel Zafra, Luis Martínez, Christopher Nugent
Pubblicato in: Ubiquitous Computing and Ambient Intelligence: 11th International Conference, UCAmI 2017, Philadelphia, PA, USA, November 7–10, 2017, Proceedings, Cham, Springer International Publishin, Numero 10586, 2017, Pagina/e 473-485, ISBN 978-3-319-67584-8
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-67585-5_48

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

Autori: Javier Medina-Quero, Colin Shewell, Ian Cleland, Joseph Rafferty, Chris Nugent, Macarena Espinilla Estevez
Pubblicato in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Pagina/e 391-396, ISBN 978-1-5386-3227-7
Editore: IEEE
DOI: 10.1109/percomw.2018.8480174

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

Autori: I. Cleland, M. P. Donnelly, C. D. Nugent, J. Hallberg, M. Espinilla, M. Garcia-Constantino
Pubblicato in: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2018, Pagina/e 555-560, ISBN 978-1-5386-3227-7
Editore: IEEE
DOI: 10.1109/percomw.2018.8480322