Matias Garcia-Constantino

Orcid: 0000-0002-3420-0532

According to our database1, Matias Garcia-Constantino authored at least 38 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Using Thermal and Contact Sensors for Mood Detection in Smart Living Environments.
Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

2023
Data Mining and Fusion Framework for In-Home Monitoring Applications.
Sensors, October, 2023

Analysis of Accelerometer Data for Personalised Mood Detection in Activities of Daily Living.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

A Modular Framework for Modelling and Verification of Activities in Ambient Intelligent Systems.
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, 2023

Using Lean Six Sigma and Discrete-Event Simulation to Reduce Patient Waiting Time Before Sample Collection: A Clinical Lab Case Study.
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, 2023

2022
Fuzzy System to Assess Dangerous Driving: A Multidisciplinary Approach.
Sensors, 2022

Predicting Activity Duration in Smart Sensing Environments Using Synthetic Data and Partial Least Squares Regression: The Case of Dementia Patients.
Sensors, 2022

Domestic Violence Detection Using Smart Microphones.
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022

Design and Implementation of a Professional Kitchen IoT Hub.
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022

Analysis of Accelerometer Data for Personalised Abnormal Behaviour Detection in Activities of Daily Living.
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022

2021
Attention-Inspired Artificial Neural Networks for Speech Processing: A Systematic Review.
Symmetry, 2021

Fusion of Unobtrusive Sensing Solutions for Sprained Ankle Rehabilitation Exercises Monitoring in Home Environments.
Sensors, 2021

IoT-Based Activities of Daily Living for Abnormal Behavior Detection: Privacy Issues and Potential Countermeasures.
IEEE Internet Things Mag., 2021

Design and Implementation of a Smart Home in a Box to Monitor the Wellbeing of Residents With Dementia in Care Homes.
Frontiers Digit. Health, 2021

Dynamic Membership Functions for Context-Based Fuzzy Systems.
IEEE Access, 2021

Design of a Rule-Based and ADL Analysis System to Support Care of the Elderly.
Proceedings of the Pervasive Computing Technologies for Healthcare, 2021

2020
Gait Activity Classification on Unbalanced Data from Inertial Sensors Using Shallow and Deep Learning.
Sensors, 2020

Ambient and Wearable Sensor Fusion for Abnormal Behaviour Detection in Activities of Daily Living.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Identifying the Most Appropriate Classifier for Underpinning Assistive Technology Adoption for People with Dementia: An Integration of Fuzzy AHP and VIKOR Methods.
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Human Communication, Organization and Work, 2020

Data Mining and Fusion of Unobtrusive Sensing Solutions for Indoor Activity Recognition.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Semi-Automated Data Labeling for Activity Recognition in Pervasive Healthcare.
Sensors, 2019

Prototypical System to Detect Anxiety Manifestations by Acoustic Patterns in Patients with Dementia.
EAI Endorsed Trans. Pervasive Health Technol., 2019

Probabilistic Analysis of Temporal and Sequential Aspects of Activities of Daily Living for Abnormal Behaviour Detection.
Proceedings of the 2019 IEEE SmartWorld, 2019

Recognition of Gait Activities Using Acceleration Data from A Smartphone and A Wearable Device.
Proceedings of the 13th International Conference on Ubiquitous Computing and Ambient Intelligence, 2019

Study Design of an Environmental Smart Microphone System to Detect Anxiety in Patients with Dementia.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

Probabilistic Analysis of Abnormal Behaviour Detection in Activities of Daily Living.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Semi-Automated Annotation of Audible Home Activities.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

A Thermal Imaging Solution for Early Detection of Pre-ulcerative Diabetic Hotspots.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Thermal Vision Based Fall Detection via Logical and Data driven Processes.
Proceedings of the 2019 IEEE International Conference on Big Data, 2019

2018
Modelling Activities of Daily Living with Petri nets.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Collection of a Diverse, Realistic and Annotated Dataset for Wearable Activity Recognition.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

2017
CLIEL: context-based information extraction from commercial law documents.
Proceedings of the 16th edition of the International Conference on Artificial Intelligence and Law, 2017

2014
Measuring the impact of cognitive distractions on driving performance using time series analysis.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2013
On the use of text classification methods for text summarisation.
PhD thesis, 2013

2012
Questionnaire Free Text Summarisation Using Hierarchical Classification.
Proceedings of the Research and Development in Intelligent Systems XXIX, 2012

A Semi-Automated Approach to Building Text Summarisation Classifiers.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

2011
Using Negation and Phrases in Inducing Rules for Text Classification.
Proceedings of the Research and Development in Intelligent Systems XXVIII, 2011

An Investigation Concerning the Generation of Text Summarisation Classifiers Using Secondary Data.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011


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