Javier Medina
Orcid: 0000-0002-8577-8772Affiliations:
- University of Jaén, Department of Computer Science, Spain
- University of Granada, Department of Computer Science and Artificial Intelligence, Spain
According to our database1,
Javier Medina
authored at least 90 papers
between 2011 and 2025.
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Bibliography
2025
Tracking daily paths in home contexts with RSSI fingerprinting based on UWB through deep learning models.
Multim. Tools Appl., July, 2025
Multioccupancy Activity Recognition Based on Deep Learning Models Fusing UWB Localization Heatmaps and Nearby-Sensor Interaction.
IEEE Internet Things J., June, 2025
Enhancing Smart Environments with Context-Aware Chatbots using Large Language Models.
CoRR, February, 2025
Multi-occupant tracking with radar and wearable devices for enhanced accuracy in indoor environments.
Eng. Appl. Artif. Intell., 2025
2024
Gear Classification in Skating Cross-Country Skiing Using Inertial Sensors and Deep Learning.
Sensors, October, 2024
Human activity mining in multi-occupancy contexts based on nearby interaction under a fuzzy approach.
Internet Things, April, 2024
Inf. Fusion, April, 2024
Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review.
Int. J. Medical Informatics, 2024
Evaluation of Plantar Pressure Sensors for Classification of Ski Gear Using Deep Learning Models.
Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024), 2024
Discovering Social Interactions Between Caregivers and Frail Individuals Using Indoor Localization.
Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024), 2024
Nowcasting, Doping and Discriminating Energy Generation of Photovoltaic Systems Using Regression Models of Adversarial Networks.
Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024), 2024
Computing Velocity and Force in Strength Exercises Using a Wearable and Sport Performance Monitoring Machine (MYO-QUALITY).
Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024), 2024
2023
A new approach based on temporal sub-windows for online sensor-based activity recognition.
J. Ambient Intell. Humaniz. Comput., December, 2023
IEEE Internet Things J., September, 2023
Review on Internet of Things for Innovation in Nursing Process- A PubMed-Based Search.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023
Detection of Sets and Repetitions in Strength Exercises Using IMU-Based Wristband Wearables.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023
Non-invasive Synthesis from Vision Sensors for the Generation of 3D Body Landmarks, Locations and Identification in Smart Environments.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023
Discriminating Deceptive Energy Generation of Photovoltaic Systems by Deep Learning and Adversarial Networks.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023
Unifying Wearable Data: A Novel Architecture Integrating Fitbit Wristbands and Smartphones for Enhanced Data Availability and Linguistic Summaries.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023
A Deep Learning and Probabilistic Approach to Recognising Activities of Daily Living with Privacy Preserving Thermal Sensors.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023
A Deep Transfer Learning Approach to Support Opportunistic Wearable Activity Recognition.
Proceedings of the Advances in Computational Intelligence, 2023
2022
Challenges of ubiquitous and wearable solutions to address active ageing in the Andalusian community.
J. Univers. Comput. Sci., 2022
On the limits of Conditional Generative Adversarial Neural Networks to reconstruct the identification of inhabitants from IoT low-resolution thermal sensors.
Expert Syst. Appl., 2022
Discriminating sensor activation in activity recognition within multi-occupancy environments based on nearby interaction.
CoRR, 2022
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022
ThermalYOLO: A Person Detection Neural Network in Thermal Images for Smart Environments.
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022
Estimating Frontal Body Landmarks from Thermal Sensors Using Residual Neural Networks.
Proceedings of the Bioinformatics and Biomedical Engineering, 2022
Epilepsy Seizure Detection Using Low-Cost IoT Devices and a Federated Machine Learning Algorithm.
Proceedings of the Ambient Intelligence - Software and Applications, 2022
Proceedings of the ICR'22 International Conference on Innovations in Computing Research, 2022
Classifying Sport-Related Human Activity from Thermal Vision Sensors Using CNN and LSTM.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022
Case Study of a Low-Cost IoT Device with a Thermal Vision to Monitor Human Stool Behavior in the Home.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022
Review of Ultra Wide Band (UWB) for Indoor Positioning with application to the elderly.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
Classification of Food Types in a Box with Gas Sensors Using a Machine Learning Method. Case Study of Intelligent Electronic Nose.
Proceedings of the Advanced Research in Technologies, Information, Innovation and Sustainability, 2022
2021
DOLARS, a Distributed On-Line Activity Recognition System by Means of Heterogeneous Sensors in Real-Life Deployments - A Case Study in the Smart Lab of The University of Almería.
Sensors, 2021
Scoping Review of Healthcare Literature on Mobile, Wearable, and Textile Sensing Technology for Continuous Monitoring.
J. Heal. Informatics Res., 2021
A Mobile Application with Geolocation and Virtual Rewards for Promoting Social Skills in People with Social Disorders.
Proceedings of the Research and Innovation Forum 2021: Managing Continuity, 2021
Proceedings of the Research and Innovation Forum 2021: Managing Continuity, 2021
2020
Efficient Activity Recognition in Smart Homes Using Delayed Fuzzy Temporal Windows on Binary Sensors.
IEEE J. Biomed. Health Informatics, 2020
A New Architecture Based on IoT and Machine Learning Paradigms in Photovoltaic Systems to Nowcast Output Energy.
Sensors, 2020
uMoDT: an unobtrusive multi-occupant detection and tracking using robust Kalman filter for real-time activity recognition.
Multim. Syst., 2020
Fuzzy cloud-fog computing approach application for human activity recognition in smart homes.
J. Intell. Fuzzy Syst., 2020
Fuzzy monitoring of in-bed postural changes for the prevention of pressure ulcers using inertial sensors attached to clothing.
J. Biomed. Informatics, 2020
Evaluation of convolutional neural networks for the classification of falls from heterogeneous thermal vision sensors.
Int. J. Distributed Sens. Networks, 2020
Domain Adaptation of Binary Sensors in Smart Environments Through Activity Alignment.
IEEE Access, 2020
IEEE Access, 2020
In-Bed Posture Classification from Pressure Mat Sensors for the Prevention of Pressure Ulcers Using Convolutional Neural Networks.
Proceedings of the Bioinformatics and Biomedical Engineering, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
2019
Ontology-Based Framework for the Automatic Recognition of Activities of Daily Living Using Class Expression Learning Techniques.
Sci. Program., 2019
Activity Recognition for IoT Devices Using Fuzzy Spatio-Temporal Features as Environmental Sensor Fusion.
Sensors, 2019
Methodology for improving classification accuracy using ontologies: application in the recognition of activities of daily living.
J. Ambient Intell. Humaniz. Comput., 2019
Fuzzy Linguistic Protoforms to Summarize Heart Rate Streams of Patients with Ischemic Heart Disease.
Complex., 2019
Intelligent System for the Prevention of Pressure Ulcers by Monitoring Postural Changes with Wearable Inertial Sensors.
Proceedings of the 13th International Conference on Ubiquitous Computing and Ambient Intelligence, 2019
Challenges of Ethical Evaluation Models for Intelligent Assistive Technologies. An Initial Ethical Model Based on Linguistic Decision Analysis.
Proceedings of the 13th International Conference on Ubiquitous Computing and Ambient Intelligence, 2019
Proceedings of the 13th International Conference on Ubiquitous Computing and Ambient Intelligence, 2019
Straightforward Recognition of Daily Objects in Smart Environments from Wearable Vision Sensor.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019
Proceedings of the 2019 IEEE International Conference on Big Data, 2019
2018
Sensors, 2018
Ensemble classifier of long short-term memory with fuzzy temporal windows on binary sensors for activity recognition.
Expert Syst. Appl., 2018
Intelligent multi-dose medication controller for fever: From wearable devices to remote dispensers.
Comput. Electr. Eng., 2018
Predicting the Urgency Demand of COPD Patients From Environmental Sensors Within Smart Cities With High-Environmental Sensitivity.
IEEE Access, 2018
Sensor-Based Datasets for Human Activity Recognition - A Systematic Review of Literature.
IEEE Access, 2018
Ieee Access Special Section Editorial: Ambient Intelligence Environments With Wireless Sensor Networks From the Point of View of Big Data and Smart and Sustainable Cities.
IEEE Access, 2018
Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows.
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018
Detection of Falls from Non-Invasive Thermal Vision Sensors Using Convolutional Neural Networks.
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018
Human Activity Recognition from the Acceleration Data of a Wearable Device. Which Features Are More Relevant by Activities?
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018
UCAmI Cup. Analyzing the UJA Human Activity Recognition Dataset of Activities of Daily Living.
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018
2017
Real-Time Monitoring in Home-Based Cardiac Rehabilitation Using Wrist-Worn Heart Rate Devices.
Sensors, 2017
Mob. Inf. Syst., 2017
Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology.
Microprocess. Microsystems, 2017
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2017
Comparison of fiducial marker detection and object interaction in activities of daily living utilising a wearable vision sensor.
Int. J. Commun. Syst., 2017
Subscribing to fuzzy temporal aggregation of heterogeneous sensor streams in real-time distributed environments.
Int. J. Commun. Syst., 2017
Fuzzy Fog Computing: A Linguistic Approach for Knowledge Inference in Wearable Devices.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017
Proceedings of the Bioinformatics and Biomedical Engineering, 2017
2016
Recognition of Activities in Resource Constrained Environments; Reducing the Computational Complexity.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016
Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016
Real-time fuzzy linguistic analysis of anomalies from medical monitoring devices on data streams.
Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2016
Proceedings of the Bioinformatics and Biomedical Engineering, 2016
2015
Generation of a Partitioned Dataset with Single, Interleave and Multioccupancy Daily Living Activities.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information, 2015
A Lightweight Distributed Architecture to Integrate Fuzzy Relevant Objects in Real-Time Environments.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information, 2015
2013
Multimedia access to mobile environments using indoor semantic maps - Applications for light devices and hand-held computers.
Multim. Tools Appl., 2013
2012
Integrating multimedia streaming from heterogeneous sources to JavaME mobile devices.
Int. J. Commun. Syst., 2012
An expert fuzzy system to detect dangerous circumstances due to children in the traffic areas from the video content analysis.
Expert Syst. Appl., 2012
A Fuzzy Temporal Rule-based System for handling the Nursing Process on mobile devices.
Expert Syst. Appl., 2012
2011
Intelligent surveillance system with integration of heterogeneous information for intrusion detection.
Expert Syst. Appl., 2011
Corrigendum to "An expert fuzzy system for predicting object collisions. Its application for avoiding pedestrian accidents" [Expert Systems with Applications 38 (2011) 486-494].
Expert Syst. Appl., 2011
An expert fuzzy system for predicting object collisions. Its application for avoiding pedestrian accidents.
Expert Syst. Appl., 2011