Javier Medina Quero

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 48

Top Topics

Activity Recognition

Ensemble Classifier

Machine Learning

Top Venues

Publications

Marcos Lupión, Aurora Polo Rodríguez, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
3D Human Pose Estimation from multi-view thermal vision sensors. Inf. Fusion 104 (2024)
Aurora Polo Rodríguez, Filippo Cavallo, Chris D. Nugent, Javier Medina Quero
Human activity mining in multi-occupancy contexts based on nearby interaction under a fuzzy approach. Internet Things 25 (2024)
David Díaz-Jiménez, Javier Medina Quero, Macarena Espinilla Estévez
Unifying Wearable Data: A Novel Architecture Integrating Fitbit Wristbands and Smartphones for Enhanced Data Availability and Linguistic Summaries. UCAmI (3) (2023)
Aurora Polo Rodríguez, Guillermo Almonacid-Olleros, Gabino Almonacid, Chris D. Nugent, Javier Medina Quero
Discriminating Deceptive Energy Generation of Photovoltaic Systems by Deep Learning and Adversarial Networks. UCAmI (3) (2023)
Aurora Polo Rodríguez, David Díaz-Jiménez, Miguel Angel Carvajal, Oresti Baños, Javier Medina Quero
Detection of Sets and Repetitions in Strength Exercises Using IMU-Based Wristband Wearables. UCAmI (1) (2023)
Matthew Burns, Chris D. Nugent, Sally I. McClean, Javier Medina Quero, Aurora Polo Rodríguez
A Deep Learning and Probabilistic Approach to Recognising Activities of Daily Living with Privacy Preserving Thermal Sensors. UCAmI (2) (2023)
Aurora Polo Rodríguez, Jose Romero-Sanchez, Elena Fernández-García, Olga Paloma-Castro, Ana-María Porcel-Gálvez, Javier Medina Quero
Review on Internet of Things for Innovation in Nursing Process- A PubMed-Based Search. UCAmI (1) (2023)
Marcos Lupión, Vicente González Ruiz, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
THPoseLite, a Lightweight Neural Network for Detecting Pose in Thermal Images. IEEE Internet Things J. 10 (17) (2023)
Aurora Polo Rodríguez, Mathew Burns, Chris D. Nugent, Francisco Flórez Revuelta, Javier Medina Quero
Non-invasive Synthesis from Vision Sensors for the Generation of 3D Body Landmarks, Locations and Identification in Smart Environments. UCAmI (2) (2023)
Aurora Polo Rodríguez, Pietro Dionisio, Francesco Agnoloni, Ana Perandrés Gómez, Cristiano Paggetti, Lucía González López, Alicia Montoro-Lendínez, Macarena Espinilla Estévez, Javier Medina Quero
Challenges of ubiquitous and wearable solutions to address active ageing in the Andalusian community. J. Univers. Comput. Sci. 28 (11) (2022)
Aurora Polo Rodríguez, Maria Ariza, Ana Rivas, Miguel Angel Carvajal, Javier Medina Quero
A Recommendation Ubiquitous System to Personalize Diet for Children with Obesity. UCAmI (2022)
Marcos Lupión, Aurora Polo Rodríguez, Pilar M. Ortigosa, Javier Medina Quero
ThermalYOLO: A Person Detection Neural Network in Thermal Images for Smart Environments. UCAmI (2022)
Sixto Campaña Bastidas, Macarena Espinilla, Javier Medina Quero
Review of Ultra Wide Band (UWB) for Indoor Positioning with application to the elderly. HICSS (2022)
Aurora Polo Rodríguez, Alicia Montoro-Lendínez, Macarena Espinilla, Javier Medina Quero
Classifying Sport-Related Human Activity from Thermal Vision Sensors Using CNN and LSTM. ICIAP Workshops (1) (2022)
Alicia Montoro-Lendínez, Nuno Pombo, Bruno M. C. Silva, Macarena Espinilla Estévez, Javier Medina Quero
Classification of Food Types in a Box with Gas Sensors Using a Machine Learning Method. Case Study of Intelligent Electronic Nose. ARTIIS (1) (2022)
Aurora Polo Rodríguez, Marcos Lupión, Pilar M. Ortigosa, Javier Medina Quero
Estimating Frontal Body Landmarks from Thermal Sensors Using Residual Neural Networks. IWBBIO (1) (2022)
Alicia Montoro-Lendínez, David Díaz-Jiménez, José Luis López Ruiz, Javier Medina Quero, Macarena Espinilla Estévez
Case Study of a Low-Cost IoT Device with a Thermal Vision to Monitor Human Stool Behavior in the Home. ICIAP Workshops (1) (2022)
Marcos Lupión, Vicente González Ruiz, Juan F. Sanjuan, Javier Medina Quero, Pilar M. Ortigosa
Detection of Unconsciousness in Falls Using Thermal Vision Sensors. ICR (2022)
Marcos Lupión, Juan F. Sanjuan, Javier Medina Quero, Pilar Martínez Ortigosa
Epilepsy Seizure Detection Using Low-Cost IoT Devices and a Federated Machine Learning Algorithm. ISAmI (2022)
Marcos Lupión, Aurora Polo Rodríguez, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
On the limits of Conditional Generative Adversarial Neural Networks to reconstruct the identification of inhabitants from IoT low-resolution thermal sensors. Expert Syst. Appl. 203 (2022)
Aurora Polo Rodríguez, Javier Medina Quero
Discriminating sensor activation in activity recognition within multi-occupancy environments based on nearby interaction. CoRR (2022)
Aurora Polo Rodríguez, Federico Cruciani, Chris D. Nugent, Javier Medina Quero
Recognition of Hygiene Activities by Means of Multimodal Sensors. RIIFORUM (2021)
Marcos Lupión, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
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 21 (2) (2021)
Netzahualcoyotl Cruz, Luís A. Castro, Javier Medina Quero, Jesús Favela, Layla Michán, W. Ben Mortenson
Scoping Review of Healthcare Literature on Mobile, Wearable, and Textile Sensing Technology for Continuous Monitoring. J. Heal. Informatics Res. 5 (3) (2021)
Aurora Polo Rodríguez, Javier Medina Quero, Magnus Johnsson, David Gil, Ignasi Navarro
A Mobile Application with Geolocation and Virtual Rewards for Promoting Social Skills in People with Social Disorders. RIIFORUM (2021)
Miguel López-Medina, Macarena Espinilla, Chris D. Nugent, Javier Medina Quero
Evaluation of convolutional neural networks for the classification of falls from heterogeneous thermal vision sensors. Int. J. Distributed Sens. Networks 16 (5) (2020)
Guillermo Almonacid-Olleros, Gabino Almonacid, Juan Ignacio Fernandez-Carrasco, Macarena Espinilla Estévez, Javier Medina Quero
A New Architecture Based on IoT and Machine Learning Paradigms in Photovoltaic Systems to Nowcast Output Energy. Sensors 20 (15) (2020)
Federico Cruciani, Chris D. Nugent, Javier Medina Quero, Ian Cleland, Paul J. McCullagh, Kåre Synnes, Josef Hallberg
Personalizing Activity Recognition With a Clustering Based Semi-Population Approach. IEEE Access 8 (2020)
Aurora Polo Rodríguez, David Gil, Chris D. Nugent, Javier Medina Quero
In-Bed Posture Classification from Pressure Mat Sensors for the Prevention of Pressure Ulcers Using Convolutional Neural Networks. IWBBIO (2020)
Edna Bernal Monroy, Aurora Polo Rodríguez, Macarena Espinilla Estévez, Javier Medina Quero
Fuzzy monitoring of in-bed postural changes for the prevention of pressure ulcers using inertial sensors attached to clothing. J. Biomed. Informatics 107 (2020)
Muhammad Asif Razzaq, Javier Medina Quero, Ian Cleland, Chris D. Nugent, Usman Akhtar, Hafiz Syed Muhammad Bilal, Ubaid Ur Rehman, Sungyoung Lee
uMoDT: an unobtrusive multi-occupant detection and tracking using robust Kalman filter for real-time activity recognition. Multim. Syst. 26 (5) (2020)
Carmen Martínez-Cruz, Javier Medina Quero, José-María Serrano, Sergio Gramajo
Monwatch: A fuzzy application to monitor the user behavior using wearable trackers. FUZZ-IEEE (2020)
Rebeen Ali Hamad, Alberto Salguero Hidalgo, Mohamed-Rafik Bouguelia, Macarena Espinilla Estévez, Javier Medina Quero
Efficient Activity Recognition in Smart Homes Using Delayed Fuzzy Temporal Windows on Binary Sensors. IEEE J. Biomed. Health Informatics 24 (2) (2020)
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)
Guillermo Almonacid-Olleros, Gabino Almonacid, Juan Ignacio Fernandez-Carrasco, Javier Medina Quero
Opera.DL: Deep Learning Modelling for Photovoltaic System Monitoring. UCAmI (2019)
Edna Bernal Monroy, Daniel Zafra Romero, Macarena Espinilla Estévez, Federico Cruciani, Ian Cleland, Chris D. Nugent, Javier Medina Quero
Intelligent System for the Prevention of Pressure Ulcers by Monitoring Postural Changes with Wearable Inertial Sensors. UCAmI (2019)
Javier Medina Quero, Federico Cruciani, Lorenzo Seidenari, Macarena Espinilla, Chris D. Nugent
Straightforward Recognition of Daily Objects in Smart Environments from Wearable Vision Sensor. PerCom Workshops (2019)
Miguel López-Medina, Macarena Espinilla, Cristiano Paggeti, Javier Medina Quero
Activity Recognition for IoT Devices Using Fuzzy Spatio-Temporal Features as Environmental Sensor Fusion. Sensors 19 (16) (2019)
Emiro De la Hoz-Franco, Paola Ariza Colpas, Javier Medina Quero, Macarena Espinilla
Sensor-Based Datasets for Human Activity Recognition - A Systematic Review of Literature. IEEE Access 6 (2018)
Javier Medina Quero, Miguel López-Medina, Alberto Salguero Hidalgo, Macarena Espinilla
Predicting the Urgency Demand of COPD Patients From Environmental Sensors Within Smart Cities With High-Environmental Sensitivity. IEEE Access 6 (2018)
Javier Medina Quero, Shuai Zhang, Chris D. Nugent, Macarena Espinilla
Ensemble classifier of long short-term memory with fuzzy temporal windows on binary sensors for activity recognition. Expert Syst. Appl. 114 (2018)
Javier Medina Quero, Claire Orr, Shuai Zhang, Chris D. Nugent, Alberto Salguero, Macarena Espinilla
Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows. UCAmI (2018)
Javier Medina Quero, Matthew Burns, Muhammad Asif Razzaq, Chris D. Nugent, Macarena Espinilla
Detection of Falls from Non-Invasive Thermal Vision Sensors Using Convolutional Neural Networks. UCAmI (2018)
Javier Medina Quero, Colin Shewell, Ian Cleland, Joseph Rafferty, Chris D. Nugent, Macarena Espinilla Estévez
Computer Vision-Based Gait Velocity from Non-Obtrusive Thermal Vision Sensors. PerCom Workshops (2018)
Javier Medina Quero, María Rosa Fernández Olmo, Maria Dolores Peláez-Coca, Macarena Espinilla Estévez
Real-Time Monitoring in Home-Based Cardiac Rehabilitation Using Wrist-Worn Heart Rate Devices. Sensors 17 (12) (2017)
Javier Medina Quero, María Dolores Ruíz Lozano, José-Alberto Castañeda, Miguel A. Rodriguez Molina, Dolores M. Frías-Jamilena
A Dynamic Fuzzy Temporal Clustering for Imprecise Location Streams. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 25 (3) (2017)
Maria Dolores Peláez, Miguel López-Medina, Macarena Espinilla, Javier Medina Quero
Key Factors for Innovative Developments on Health Sensor-Based System. IWBBIO (2) (2017)
Jonathan Synnott, Chris D. Nugent, Shuai Zhang, Alberto Calzada, Ian Cleland, Macarena Espinilla, Javier Medina Quero, Jens Lundström
Environment Simulation for the Promotion of the Open Data Initiative. SMARTCOMP (2016)
Miguel Delgado Calvo-Flores, Javier Medina Quero, María Dolores Ruíz Lozano, María Amparo Vila Miranda
Integrating multimedia streaming from heterogeneous sources to JavaME mobile devices. Int. J. Commun. Syst. 25 (6) (2012)