Matias Garcia-Constantino

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 32

Top Venues

University of Liverpool, UK (PHD)

Education History

University of Liverpool, UK

PHD

Publications

Matias Garcia-Constantino, Alexandros Konios, Idongesit Ekerete, Mustafa A. Mustafa, Irvin Hussein López-Nava, Yulith V. Altamirano-Flores
Using Thermal and Contact Sensors for Mood Detection in Smart Living Environments. PETRA (2024)
Yulith V. Altamirano-Flores, Alexandros Konios, Irvin Hussein López-Nava, Matias Garcia-Constantino, Idongesit Ekerete, Mustafa A. Mustafa
Analysis of Accelerometer Data for Personalised Mood Detection in Activities of Daily Living. PerCom Workshops (2023)
Idongesit Ekerete, Matias Garcia-Constantino, Christopher Nugent, Paul J. McCullagh, James McLaughlin
Data Mining and Fusion Framework for In-Home Monitoring Applications. Sensors 23 (21) (2023)
Alexandros Konios, Yasir Imtiaz Khan, Matias Garcia-Constantino, Irvin Hussein López-Nava
A Modular Framework for Modelling and Verification of Activities in Ambient Intelligent Systems. HCI (19) (2023)
Miguel Ortiz Barrios, Matias Garcia-Constantino, Zahiry Castro-Camargo, Cindy Charris-Maldonado, Sulay Escorcia-Charris, Gisell Sierra-Urbina, Estefany Molinares-Ramirez, Alina Torres-Mercado, Armando Pérez-Aguilar, Pedro López-Meza
Using Lean Six Sigma and Discrete-Event Simulation to Reduce Patient Waiting Time Before Sample Collection: A Clinical Lab Case Study. HCI (19) (2023)
Ferruccio Guicciardi, Matias Garcia-Constantino
Design and Implementation of a Professional Kitchen IoT Hub. UCAmI (2022)
Matias Garcia-Constantino, Alexandros Konios, Irvin Hussein López-Nava, Pierre Pouliet, Idongesit Ekerete, Mustafa A. Mustafa, Chris D. Nugent, Gareth Morrison
Analysis of Accelerometer Data for Personalised Abnormal Behaviour Detection in Activities of Daily Living. UCAmI (2022)
Carlos Javier Ronquillo-Cana, Pablo Pancardo, Martha Silva, José Adán Hernández-Nolasco, Matias Garcia-Constantino
Fuzzy System to Assess Dangerous Driving: A Multidisciplinary Approach. Sensors 22 (10) (2022)
Abhimanyu Muraleedharan, Matias Garcia-Constantino
Domestic Violence Detection Using Smart Microphones. UCAmI (2022)
Miguel Ortiz Barrios, Eric Järpe, Matias Garcia-Constantino, Ian Cleland, Chris D. Nugent, Sebastián Arias-Fonseca, Natalia Jaramillo-Rueda
Predicting Activity Duration in Smart Sensing Environments Using Synthetic Data and Partial Least Squares Regression: The Case of Dementia Patients. Sensors 22 (14) (2022)
Noel Zacarias-Morales, Pablo Pancardo, José Adán Hernández-Nolasco, Matias Garcia-Constantino
Attention-Inspired Artificial Neural Networks for Speech Processing: A Systematic Review. Symmetry 13 (2) (2021)
Naomi Irvine, Catherine Saunders, Matias Garcia-Constantino, Paul Moorhead, David Branagh, Chris D. Nugent
Design of a Rule-Based and ADL Analysis System to Support Care of the Elderly. PervasiveHealth (2021)
Mustafa A. Mustafa, Alexandros Konios, Matias Garcia-Constantino
IoT-Based Activities of Daily Living for Abnormal Behavior Detection: Privacy Issues and Potential Countermeasures. IEEE Internet Things Mag. 4 (3) (2021)
Pablo Pancardo, José Adán Hernández-Nolasco, Miguel A. Wister, Matias Garcia-Constantino
Dynamic Membership Functions for Context-Based Fuzzy Systems. IEEE Access 9 (2021)
Idongesit Ekerete, Matias Garcia-Constantino, Yohanca Diaz-Skeete, Chris D. Nugent, James McLaughlin
Fusion of Unobtrusive Sensing Solutions for Sprained Ankle Rehabilitation Exercises Monitoring in Home Environments. Sensors 21 (22) (2021)
Matias Garcia-Constantino, Claire Orr, Jonathan Synnott, Colin Shewell, Andrew Ennis, Ian Cleland, Chris D. Nugent, Joseph Rafferty, Gareth Morrison, Leona Larkham, Sharon McIlroy, Andrea Selby
Design and Implementation of a Smart Home in a Box to Monitor the Wellbeing of Residents With Dementia in Care Homes. Frontiers Digit. Health 3 (2021)
Miguel Ortíz-Barrios, Chris D. Nugent, Matias Garcia-Constantino, Genett Jiménez-Delgado
Identifying the Most Appropriate Classifier for Underpinning Assistive Technology Adoption for People with Dementia: An Integration of Fuzzy AHP and VIKOR Methods. HCI (19) (2020)
Matias Garcia-Constantino, Alexandros Konios, Mustafa Asan Mustafa, Christopher Nugent, G. Morrison
Ambient and Wearable Sensor Fusion for Abnormal Behaviour Detection in Activities of Daily Living. PerCom Workshops (2020)
Irvin Hussein López-Nava, Luis M. Valentin-Coronado, Matias Garcia-Constantino, Jesús Favela
Gait Activity Classification on Unbalanced Data from Inertial Sensors Using Shallow and Deep Learning. Sensors 20 (17) (2020)
Idongesit Ekerete, Matias Garcia-Constantino, Yohanca Diaz, Oonagh M. Giggins, Mustafa Asan Mustafa, Alexandros Konios, Pierre Pouliet, Chris D. Nugent, Jim McLaughlin
Data Mining and Fusion of Unobtrusive Sensing Solutions for Indoor Activity Recognition. EMBC (2020)
Susan Quinn, Catherine Saunders, Ian Cleland, Chris D. Nugent, Matias Garcia-Constantino, Jill Cundell, Godfrey Madill, Gareth Morrison
A Thermal Imaging Solution for Early Detection of Pre-ulcerative Diabetic Hotspots. EMBC (2019)
Netzahualcóyotl Hernández, Matias Garcia-Constantino, Jessica Beltrán-Márquez, Pascal Hecker, Jesús Favela, Joseph Rafferty, Ian Cleland, Irvin Hussein López-Nava, Bert Arnrich, Ian R. McChesney
Prototypical System to Detect Anxiety Manifestations by Acoustic Patterns in Patients with Dementia. EAI Endorsed Trans. Pervasive Health Technol. 5 (19) (2019)
Joseph Rafferty, Javier Medina Quero, Susan Quinn, Catherine Saunders, Idongesit Ekerete, Chris D. Nugent, Jonathan Synnott, Matias Garcia-Constantino
Thermal Vision Based Fall Detection via Logical and Data driven Processes. BCD (2019)
Dagoberto Cruz-Sandoval, Jessica Beltrán-Márquez, Matias Garcia-Constantino, Luis A. González-Jasso, Jesús Favela, Irvin Hussein López-Nava, Ian Cleland, Andrew Ennis, Netzahualcóyotl Hernández, Joseph Rafferty, Jonathan Synnott, Chris D. Nugent
Semi-Automated Data Labeling for Activity Recognition in Pervasive Healthcare. Sensors 19 (14) (2019)
Matias Garcia-Constantino, Jessica Beltrán-Márquez, Dagoberto Cruz-Sandoval, Irvin Hussein López-Nava, Jesús Favela, Andrew Ennis, Chris D. Nugent, Joseph Rafferty, Ian Cleland, Jonathan Synnott, Netzahualcoyotl Hernandez-Cruz
Semi-Automated Annotation of Audible Home Activities. PerCom Workshops (2019)
Matias Garcia-Constantino, Alexandros Konios, Idongesit Ekerete, Stavros-Richard G. Christopoulos, Colin Shewell, Chris D. Nugent, Gareth Morrison
Probabilistic Analysis of Abnormal Behaviour Detection in Activities of Daily Living. PerCom Workshops (2019)
Alexandros Konios, Matias Garcia-Constantino, Stavros-Richard G. Christopoulos, Mustafa Asan Mustafa, Idongesit Ekerete, Colin Shewell, Chris D. Nugent, Gareth Morrison
Probabilistic Analysis of Temporal and Sequential Aspects of Activities of Daily Living for Abnormal Behaviour Detection. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Irvin Hussein López-Nava, Matias Garcia-Constantino, Jesús Favela
Recognition of Gait Activities Using Acceleration Data from A Smartphone and A Wearable Device. UCAmI (2019)
Netzahualcoyotl Hernandez-Cruz, Matias Garcia-Constantino, Jessica Beltrán-Márquez, Dagoberto Cruz-Sandoval, Irvin Hussein López-Nava, Ian Cleland, Jesús Favela, Chris D. Nugent, Andrew Ennis, Joseph Rafferty, Jonathan Synnott
Study Design of an Environmental Smart Microphone System to Detect Anxiety in Patients with Dementia. PervasiveHealth (2019)
Matias Garcia-Constantino, Alexandros Konios, Chris D. Nugent
Modelling Activities of Daily Living with Petri nets. PerCom Workshops (2018)
Ian Cleland, Mark P. Donnelly, Chris D. Nugent, Josef Hallberg, Macarena Espinilla, Matias Garcia-Constantino
Collection of a Diverse, Realistic and Annotated Dataset for Wearable Activity Recognition. PerCom Workshops (2018)
Matias Garcia-Constantino, Katie Atkinson, Danushka Bollegala, Karl Chapman, Frans Coenen, Claire Roberts, Katy Robson
CLIEL: context-based information extraction from commercial law documents. ICAIL (2017)
Matias Garcia-Constantino, Paolo Missier, Philip T. Blythe, Amy Weihong Guo
Measuring the impact of cognitive distractions on driving performance using time series analysis. ITSC (2014)
Matias Garcia-Constantino, Paolo Missier, Philip T. Blythe, Amy Weihong Guo
Measuring the impact of cognitive distractions on driving performance using time series analysis. CoRR (2014)
Matias Garcia-Constantino, Frans Coenen, P.-J. Noble, Alan D. Radford
Questionnaire Free Text Summarisation Using Hierarchical Classification. SGAI Conf. (2012)
Matias Garcia-Constantino, Frans Coenen, P.-J. Noble, Alan D. Radford, Christian Setzkorn
A Semi-Automated Approach to Building Text Summarisation Classifiers. MLDM (2012)
Matias Garcia-Constantino, Frans Coenen, P.-J. Noble, Alan D. Radford, Christian Setzkorn, Aine Tierney
An Investigation Concerning the Generation of Text Summarisation Classifiers Using Secondary Data. MLDM (2011)
Stephanie Chua, Frans Coenen, Grant Malcolm, Matias Garcia-Constantino
Using Negation and Phrases in Inducing Rules for Text Classification. SGAI Conf. (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matias Garcia-Constantino