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ORCIDMatias Garcia-Constantino
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2020 – today
- 2024
[c26]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- 2023
- [j11]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): 8661 (2023) - [c25]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: 272-283 - [c24]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: 503-530 - [c23]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: 200-205 - 2022
- [j10]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): 3655 (2022) - [j9]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): 5410 (2022) - [c22]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: 302-313 - [c21]Abhimanyu Muraleedharan, Matias Garcia-Constantino:
Domestic Violence Detection Using Smart Microphones. UCAmI 2022: 357-368 - [c20]Ferruccio Guicciardi, Matias Garcia-Constantino:
Design and Implementation of a Professional Kitchen IoT Hub. UCAmI 2022: 529-534 - 2021
- [j8]Pablo Pancardo, José Adán Hernández-Nolasco, Miguel A. Wister, Matias Garcia-Constantino:
Dynamic Membership Functions for Context-Based Fuzzy Systems. IEEE Access 9: 29665-29676 (2021) - [j7]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: 798889 (2021) - [j6]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): 90-95 (2021) - [j5]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): 7560 (2021) - [j4]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): 214 (2021) - [c19]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: 331-345 - 2020
- [j3]Irvin Hussein López-Nava, Luis M. Valentín-Coronado, Matias Garcia-Constantino, Jesús Favela:
Gait Activity Classification on Unbalanced Data from Inertial Sensors Using Shallow and Deep Learning. Sensors 20(17): 4756 (2020) - [c18]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: 5357-5361 - [c17]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: 406-419 - [c16]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: 1-6
2010 – 2019
- 2019
- [j2]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): e5 (2019) - [j1]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): 3035 (2019) - [c15]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: 35-40 - [c14]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: 1737-1740 - [c13]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: 40-45 - [c12]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: 461-466 - [c11]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: 383-388 - [c10]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: 60 - [c9]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: 723-730 - 2018
- [c8]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: 555-560 - [c7]Matias Garcia-Constantino, Alexandros Konios, Chris D. Nugent:
Modelling Activities of Daily Living with Petri nets. PerCom Workshops 2018: 866-871 - 2017
- [c6]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: 79-87 - 2014
- [c5]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: 2047-2053 - [i1]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 abs/1408.5573 (2014) - 2013
- [b1]Matias Garcia-Constantino:
On the use of text classification methods for text summarisation. University of Liverpool, UK, 2013 - 2012
- [c4]Matias Garcia-Constantino, Frans Coenen, Peter-J. Noble, Alan D. Radford, Christian Setzkorn:
A Semi-Automated Approach to Building Text Summarisation Classifiers. MLDM 2012: 495-509 - [c3]Matias Garcia-Constantino, Frans Coenen, P.-J. Noble, Alan D. Radford:
Questionnaire Free Text Summarisation Using Hierarchical Classification. SGAI Conf. 2012: 35-48 - 2011
- [c2]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: 387-398 - [c1]Stephanie Chua, Frans Coenen, Grant Malcolm, Matias Garcia-Constantino:
Using Negation and Phrases in Inducing Rules for Text Classification. SGAI Conf. 2011: 153-166
Coauthor Index
aka: Christopher Nugent
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