Javier Medina Quero

59 papers B 2Journal 27Unranked 30

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enhancing Smart Environments with Context-Aware Chatbots using Large Language Models. CoRR Aurora Polo Rodríguez, Laura Fiorini, Erika Rovini, Filippo Cavallo, Javier Medina Quero
2025	J	`jnl`	Multi-occupant tracking with radar and wearable devices for enhanced accuracy in indoor environments. Eng. Appl. Artif. Intell. Aurora Polo Rodríguez, Miguel Á. Anguita-Molina, Ignacio Rojas Ruiz, Javier Medina Quero
2025	J	`jnl`	Multioccupancy Activity Recognition Based on Deep Learning Models Fusing UWB Localization Heatmaps and Nearby-Sensor Interaction. IEEE Internet Things J. Miguel Á. Anguita-Molina, Pedro J. S. Cardoso, João M. F. Rodrigues, Javier Medina Quero, Aurora Polo Rodríguez
2025	J	`jnl`	Tracking daily paths in home contexts with RSSI fingerprinting based on UWB through deep learning models. CoRR Aurora Polo Rodríguez, Juan Carlos Valera, Jesús Peral, David Gil, Javier Medina Quero
2025	J	`jnl`	Tracking daily paths in home contexts with RSSI fingerprinting based on UWB through deep learning models. Multim. Tools Appl. Aurora Polo Rodríguez, Juan Carlos Valera, Jesús Peral, David Gil, Javier Medina Quero
2024	J	`jnl`	3D Human Pose Estimation from multi-view thermal vision sensors. Inf. Fusion Marcos Lupión, Aurora Polo Rodríguez, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
2024	—	`conf`	Computing Velocity and Force in Strength Exercises Using a Wearable and Sport Performance Monitoring Machine (MYO-QUALITY). UCAmI Antonio Lopes, Nuno M. Garcia, Ignacio Chirosa, Javier Medina Quero, Aurora Polo Rodríguez
2024	—	`conf`	Discovering Social Interactions Between Caregivers and Frail Individuals Using Indoor Localization. UCAmI Aurora Polo Rodríguez, Miguel Á. Anguita-Molina, David Gil, Jose Romero, Elena Fernández, Olga Paloma-Castro, Ana-María Porcel-Gálvez, Javier Medina Quero
2024	—	`conf`	Evaluation of Plantar Pressure Sensors for Classification of Ski Gear Using Deep Learning Models. UCAmI Aurora Polo Rodríguez, Fernando Martínez-Martí, Noel Marcen, Miguel Ángel Carvajal, Javier Medina Quero, Maria Sofia Martinez-Garcia
2024	J	`jnl`	Gear Classification in Skating Cross-Country Skiing Using Inertial Sensors and Deep Learning. Sensors Antonio Pousibet-Garrido, Aurora Polo Rodríguez, Juan A. Moreno-Pérez, Isidoro Ruiz-García, Pablo Escobedo, Nuria López-Ruiz, Noel Marcen-Cinca, Javier Medina Quero, Miguel Ángel Carvajal
2024	J	`jnl`	Human activity mining in multi-occupancy contexts based on nearby interaction under a fuzzy approach. Internet Things Aurora Polo Rodríguez, Filippo Cavallo, Chris D. Nugent, Javier Medina Quero
2024	—	`conf`	Nowcasting, Doping and Discriminating Energy Generation of Photovoltaic Systems Using Regression Models of Adversarial Networks. UCAmI Javier Medina Quero, Guillermo Almonacid, Ignacio Rojas, Chris D. Nugent, Gabino Almonacid, Aurora Polo Rodríguez
2023	—	`conf`	A Deep Learning and Probabilistic Approach to Recognising Activities of Daily Living with Privacy Preserving Thermal Sensors. UCAmI (2) Matthew Burns, Chris D. Nugent, Sally I. McClean, Javier Medina Quero, Aurora Polo Rodríguez
2023	—	`conf`	Detection of Sets and Repetitions in Strength Exercises Using IMU-Based Wristband Wearables. UCAmI (1) Aurora Polo Rodríguez, David Díaz-Jiménez, Miguel Ángel Carvajal, Oresti Baños, Javier Medina Quero
2023	—	`conf`	Discriminating Deceptive Energy Generation of Photovoltaic Systems by Deep Learning and Adversarial Networks. UCAmI (3) Aurora Polo Rodríguez, Guillermo Almonacid-Olleros, Gabino Almonacid, Chris D. Nugent, Javier Medina Quero
2023	—	`conf`	Non-invasive Synthesis from Vision Sensors for the Generation of 3D Body Landmarks, Locations and Identification in Smart Environments. UCAmI (2) Aurora Polo Rodríguez, Matthew Burns, Chris D. Nugent, Francisco Flórez Revuelta, Javier Medina Quero
2023	—	`conf`	Review on Internet of Things for Innovation in Nursing Process- A PubMed-Based Search. UCAmI (1) Aurora Polo Rodríguez, Jose Romero-Sanchez, Elena Fernández-García, Olga Paloma-Castro, Ana-María Porcel-Gálvez, Javier Medina Quero
2023	J	`jnl`	THPoseLite, a Lightweight Neural Network for Detecting Pose in Thermal Images. IEEE Internet Things J. Marcos Lupión, Vicente González Ruiz, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
2023	—	`conf`	Unifying Wearable Data: A Novel Architecture Integrating Fitbit Wristbands and Smartphones for Enhanced Data Availability and Linguistic Summaries. UCAmI (3) David Díaz-Jiménez, Javier Medina Quero, Macarena Espinilla Estévez
2022	—	`conf`	A Recommendation Ubiquitous System to Personalize Diet for Children with Obesity. UCAmI Aurora Polo Rodríguez, Maria Ariza, Ana Rivas, Miguel Ángel Carvajal, Javier Medina Quero
2022	—	`conf`	Case Study of a Low-Cost IoT Device with a Thermal Vision to Monitor Human Stool Behavior in the Home. ICIAP Workshops (1) Alicia Montoro-Lendínez, David Díaz-Jiménez, José Luis López Ruiz, Javier Medina Quero, Macarena Espinilla Estévez
2022	J	`jnl`	Challenges of ubiquitous and wearable solutions to address active ageing in the Andalusian community. J. Univers. Comput. Sci. Aurora Polo Rodríguez, Pietro Dionisio, Francesco Agnoloni, Ana Perandrés Gómez, Cristiano Paggetti, Lucía González López, Alicia Montoro-Lendínez, Macarena Espinilla Estévez, Javier Medina Quero
2022	—	`conf`	Classification of Food Types in a Box with Gas Sensors Using a Machine Learning Method. Case Study of Intelligent Electronic Nose. ARTIIS (1) Alicia Montoro-Lendínez, Nuno Pombo, Bruno M. C. Silva, Macarena Espinilla Estévez, Javier Medina Quero
2022	—	`conf`	Classifying Sport-Related Human Activity from Thermal Vision Sensors Using CNN and LSTM. ICIAP Workshops (1) Aurora Polo Rodríguez, Alicia Montoro-Lendínez, Macarena Espinilla, Javier Medina Quero
2022	—	`conf`	Detection of Unconsciousness in Falls Using Thermal Vision Sensors. ICR Marcos Lupión, Vicente González Ruiz, Juan F. Sanjuan, Javier Medina Quero, Pilar M. Ortigosa
2022	J	`jnl`	Discriminating sensor activation in activity recognition within multi-occupancy environments based on nearby interaction. CoRR Aurora Polo Rodríguez, Javier Medina Quero
2022	—	`conf`	Epilepsy Seizure Detection Using Low-Cost IoT Devices and a Federated Machine Learning Algorithm. ISAmI Marcos Lupión, Juan F. Sanjuan, Javier Medina Quero, Pilar Martínez Ortigosa
2022	—	`conf`	Estimating Frontal Body Landmarks from Thermal Sensors Using Residual Neural Networks. IWBBIO (1) Aurora Polo Rodríguez, Marcos Lupión, Pilar M. Ortigosa, Javier Medina Quero
2022	J	`jnl`	On the limits of Conditional Generative Adversarial Neural Networks to reconstruct the identification of inhabitants from IoT low-resolution thermal sensors. Expert Syst. Appl. Marcos Lupión, Aurora Polo Rodríguez, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
2022	—	`conf`	Review of Ultra Wide Band (UWB) for Indoor Positioning with application to the elderly. HICSS Sixto Campaña Bastidas, Macarena Espinilla, Javier Medina Quero
2022	—	`conf`	ThermalYOLO: A Person Detection Neural Network in Thermal Images for Smart Environments. UCAmI Marcos Lupión, Aurora Polo Rodríguez, Pilar M. Ortigosa, Javier Medina Quero
2021	—	`conf`	A Mobile Application with Geolocation and Virtual Rewards for Promoting Social Skills in People with Social Disorders. RIIFORUM Aurora Polo Rodríguez, Javier Medina Quero, Magnus Johnsson, David Gil, Ignasi Navarro
2021	J	`jnl`	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 Marcos Lupión, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
2021	—	`conf`	Recognition of Hygiene Activities by Means of Multimodal Sensors. RIIFORUM Aurora Polo Rodríguez, Federico Cruciani, Chris D. Nugent, Javier Medina Quero
2021	J	`jnl`	Scoping Review of Healthcare Literature on Mobile, Wearable, and Textile Sensing Technology for Continuous Monitoring. J. Heal. Informatics Res. Netzahualcoyotl Cruz, Luís A. Castro, Javier Medina Quero, Jesús Favela, Layla Michán, W. Ben Mortenson
2020	J	`jnl`	A New Architecture Based on IoT and Machine Learning Paradigms in Photovoltaic Systems to Nowcast Output Energy. Sensors Guillermo Almonacid-Olleros, Gabino Almonacid, Juan Ignacio Fernandez-Carrasco, Macarena Espinilla Estévez, Javier Medina Quero
2020	J	`jnl`	Efficient Activity Recognition in Smart Homes Using Delayed Fuzzy Temporal Windows on Binary Sensors. IEEE J. Biomed. Health Informatics Rebeen Ali Hamad, Alberto Salguero Hidalgo, Mohamed-Rafik Bouguelia, Macarena Espinilla Estévez, Javier Medina Quero
2020	J	`jnl`	Evaluation of convolutional neural networks for the classification of falls from heterogeneous thermal vision sensors. Int. J. Distributed Sens. Networks Miguel López-Medina, Macarena Espinilla, Chris D. Nugent, Javier Medina Quero
2020	J	`jnl`	Fuzzy monitoring of in-bed postural changes for the prevention of pressure ulcers using inertial sensors attached to clothing. J. Biomed. Informatics Edna Bernal Monroy, Aurora Polo Rodríguez, Macarena Espinilla Estévez, Javier Medina Quero
2020	—	`conf`	In-Bed Posture Classification from Pressure Mat Sensors for the Prevention of Pressure Ulcers Using Convolutional Neural Networks. IWBBIO Aurora Polo Rodríguez, David Gil, Chris D. Nugent, Javier Medina Quero
2020	B	`conf`	Monwatch: A fuzzy application to monitor the user behavior using wearable trackers. FUZZ-IEEE Carmen Martínez-Cruz, Javier Medina Quero, José-María Serrano, Sergio Gramajo
2020	J	`jnl`	Personalizing Activity Recognition With a Clustering Based Semi-Population Approach. IEEE Access Federico Cruciani, Chris D. Nugent, Javier Medina Quero, Ian Cleland, Paul J. McCullagh, Kåre Synnes, Josef Hallberg
2020	J	`jnl`	uMoDT: an unobtrusive multi-occupant detection and tracking using robust Kalman filter for real-time activity recognition. Multim. Syst. Muhammad Asif Razzaq, Javier Medina Quero, Ian Cleland, Chris D. Nugent, Usman Akhtar, Hafiz Syed Muhammad Bilal, Ubaid Ur Rehman, Sungyoung Lee
2019	J	`jnl`	Activity Recognition for IoT Devices Using Fuzzy Spatio-Temporal Features as Environmental Sensor Fusion. Sensors Miguel López-Medina, Macarena Espinilla, Cristiano Paggeti, Javier Medina Quero
2019	—	`conf`	Intelligent System for the Prevention of Pressure Ulcers by Monitoring Postural Changes with Wearable Inertial Sensors. UCAmI Edna Bernal Monroy, Daniel Zafra Romero, Macarena Espinilla Estévez, Federico Cruciani, Ian Cleland, Chris D. Nugent, Javier Medina Quero
2019	—	`conf`	Opera.DL: Deep Learning Modelling for Photovoltaic System Monitoring. UCAmI Guillermo Almonacid-Olleros, Gabino Almonacid, Juan Ignacio Fernandez-Carrasco, Javier Medina Quero
2019	—	`conf`	Straightforward Recognition of Daily Objects in Smart Environments from Wearable Vision Sensor. PerCom Workshops Javier Medina Quero, Federico Cruciani, Lorenzo Seidenari, Macarena Espinilla, Chris D. Nugent
2019	—	`conf`	Thermal Vision Based Fall Detection via Logical and Data driven Processes. BCD Joseph Rafferty, Javier Medina Quero, Susan Quinn, Catherine Saunders, Idongesit Ekerete, Chris D. Nugent, Jonathan Synnott, Matias Garcia-Constantino
2018	—	`conf`	Computer Vision-Based Gait Velocity from Non-Obtrusive Thermal Vision Sensors. PerCom Workshops Javier Medina Quero, Colin Shewell, Ian Cleland, Joseph Rafferty, Chris D. Nugent, Macarena Espinilla Estévez
2018	—	`conf`	Detection of Falls from Non-Invasive Thermal Vision Sensors Using Convolutional Neural Networks. UCAmI Javier Medina Quero, Matthew Burns, Muhammad Asif Razzaq, Chris D. Nugent, Macarena Espinilla
2018	J	`jnl`	Ensemble classifier of long short-term memory with fuzzy temporal windows on binary sensors for activity recognition. Expert Syst. Appl. Javier Medina Quero, Shuai Zhang, Chris D. Nugent, Macarena Espinilla
2018	J	`jnl`	Predicting the Urgency Demand of COPD Patients From Environmental Sensors Within Smart Cities With High-Environmental Sensitivity. IEEE Access Javier Medina Quero, Miguel López-Medina, Alberto Salguero Hidalgo, Macarena Espinilla
2018	—	`conf`	Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows. UCAmI Javier Medina Quero, Claire Orr, Shuai Zhang, Chris D. Nugent, Alberto Salguero, Macarena Espinilla
2018	J	`jnl`	Sensor-Based Datasets for Human Activity Recognition - A Systematic Review of Literature. IEEE Access Emiro De la Hoz-Franco, Paola Ariza Colpas, Javier Medina Quero, Macarena Espinilla
2017	J	`jnl`	A Dynamic Fuzzy Temporal Clustering for Imprecise Location Streams. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Javier Medina Quero, María Dolores Ruíz Lozano, José-Alberto Castañeda, Miguel A. Rodriguez Molina, Dolores M. Frías-Jamilena
2017	—	`conf`	Key Factors for Innovative Developments on Health Sensor-Based System. IWBBIO (2) Maria Dolores Peláez, Miguel López-Medina, Macarena Espinilla, Javier Medina Quero
2017	J	`jnl`	Real-Time Monitoring in Home-Based Cardiac Rehabilitation Using Wrist-Worn Heart Rate Devices. Sensors Javier Medina Quero, María Rosa Fernández Olmo, Maria Dolores Peláez-Coca, Macarena Espinilla Estévez
2016	B	`conf`	Environment Simulation for the Promotion of the Open Data Initiative. SMARTCOMP Jonathan Synnott, Chris D. Nugent, Shuai Zhang, Alberto Calzada, Ian Cleland, Macarena Espinilla, Javier Medina Quero, Jens Lundström
2012	J	`jnl`	Integrating multimedia streaming from heterogeneous sources to JavaME mobile devices. Int. J. Commun. Syst. Miguel Delgado Calvo-Flores, Javier Medina Quero, María Dolores Ruíz Lozano, María Amparo Vila Miranda