An expert fuzzy system for predicting object collisions. Its application for avoiding pedestrian accidents. - J. L. Castro; Miguel Delgado 001; Javier Medina 001; María Dolores Ruíz Lozano (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]. - J. L. Castro; Miguel Delgado 001; Javier Medina 001; María Dolores Ruíz Lozano (Expert Syst. Appl., 2011)

Intelligent surveillance system with integration of heterogeneous information for intrusion detection. - J. L. Castro; Miguel Delgado 001; Javier Medina 001; María Dolores Ruíz Lozano (Expert Syst. Appl., 2011)

A Fuzzy Temporal Rule-based System for handling the Nursing Process on mobile devices. - Javier Medina 001; María Dolores Ruíz Lozano; Miguel Delgado 001; Maria-Amparo Vila (Expert Syst. Appl., 2012)

An expert fuzzy system to detect dangerous circumstances due to children in the traffic areas from the video content analysis. - María Dolores Ruíz Lozano; Javier Medina 001; Miguel Delgado 001; J. L. Castro (Expert Syst. Appl., 2012)

Integrating multimedia streaming from heterogeneous sources to JavaME mobile devices. - Miguel Delgado Calvo-Flores; Javier Medina Quero; María Dolores Ruíz Lozano; María Amparo Vila Miranda (Int. J. Commun. Syst., 2012)

Multimedia access to mobile environments using indoor semantic maps - Applications for light devices and hand-held computers. - Javier Medina 001; María Dolores Ruíz Lozano; Miguel Delgado 001; Maria-Amparo Vila (Multim. Tools Appl., 2013)

A Lightweight Distributed Architecture to Integrate Fuzzy Relevant Objects in Real-Time Environments. - Javier Medina 001; Francisco J. Quesada; Macarena Espinilla (UCAmI, 2015)

Generation of a Partitioned Dataset with Single, Interleave and Multioccupancy Daily Living Activities. - Francisco J. Quesada; Francisco Moya; Javier Medina 001; Luis Martínez-López 001; Chris D. Nugent; Macarena Espinilla (UCAmI, 2015)

A Web System for Managing and Monitoring Smart Environments. - Daniel Zafra; Javier Medina 001; Luis Martínez-López 001; Chris D. Nugent; Macarena Espinilla (IWBBIO, 2016)

Real-time fuzzy linguistic analysis of anomalies from medical monitoring devices on data streams. - Javier Medina 001; Macarena Espinilla; Christopher Nugent (PervasiveHealth, 2016)

Environment Simulation for the Promotion of the Open Data Initiative. - Jonathan Synnott; Chris D. Nugent; Shuai Zhang 001; Alberto Calzada; Ian Cleland; Macarena Espinilla; Javier Medina Quero; Jens Lundström (SMARTCOMP, 2016)

Recognition of Activities in Resource Constrained Environments; Reducing the Computational Complexity. - Macarena Espinilla; Antonio J. Rivera; M. Dolores Pérez-Godoy; Javier Medina 001; Luis Martínez 001; Chris D. Nugent (UCAmI (2), 2016)

Key Factors for Innovative Developments on Health Sensor-Based System. - Maria Dolores Peláez; Miguel López-Medina; Macarena Espinilla; Javier Medina Quero (IWBBIO (2), 2017)

Fuzzy Fog Computing: A Linguistic Approach for Knowledge Inference in Wearable Devices. - Javier Medina 001; Macarena Espinilla; Daniel Zafra; Luis Martínez-López 001; Chris D. Nugent (UCAmI, 2017)

Subscribing to fuzzy temporal aggregation of heterogeneous sensor streams in real-time distributed environments. - Javier Medina 001; Luis Martínez-López 001; Macarena Espinilla (Int. J. Commun. Syst., 2017)

Comparison of fiducial marker detection and object interaction in activities of daily living utilising a wearable vision sensor. - Colin Shewell; Javier Medina 001; Macarena Espinilla; Chris D. Nugent; Mark P. Donnelly; Haiying Wang 001 (Int. J. Commun. Syst., 2017)

A Dynamic Fuzzy Temporal Clustering for Imprecise Location Streams. - Javier Medina Quero; María Dolores Ruíz Lozano; José-Alberto Castañeda; Miguel A. Rodriguez Molina; Dolores M. Frías-Jamilena (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2017)

Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology. - Macarena Espinilla; Javier Medina 001; Alberto Calzada; Jun Liu 001; Luis Martínez 001; Chris D. Nugent (Microprocess. Microsystems, 2017)

Fuzzy Intelligent System for Patients with Preeclampsia in Wearable Devices. - Macarena Espinilla; Javier Medina 001; Ángel Luis García-Fernández; Sixto Campaña; Jorge Londoño (Mob. Inf. Syst., 2017)

Real-Time Monitoring in Home-Based Cardiac Rehabilitation Using Wrist-Worn Heart Rate Devices. - Javier Medina Quero; María Rosa Fernández Olmo; Maria Dolores Peláez-Coca; Macarena Espinilla Estévez (Sensors, 2017)

Computer Vision-Based Gait Velocity from Non-Obtrusive Thermal Vision Sensors. - Javier Medina Quero; Colin Shewell; Ian Cleland; Joseph Rafferty; Chris D. Nugent; Macarena Espinilla Estévez (PerCom Workshops, 2018)

UCAmI Cup. Analyzing the UJA Human Activity Recognition Dataset of Activities of Daily Living. - Macarena Espinilla; Javier Medina 001; Chris D. Nugent (UCAmI, 2018)

Human Activity Recognition from the Acceleration Data of a Wearable Device. Which Features Are More Relevant by Activities? - Macarena Espinilla; Javier Medina 001; Alberto Salguero; Naomi Irvine; Mark P. Donnelly; Ian Cleland; Chris D. Nugent (UCAmI, 2018)

Detection of Falls from Non-Invasive Thermal Vision Sensors Using Convolutional Neural Networks. - Javier Medina Quero; Matthew Burns; Muhammad Asif Razzaq; Chris D. Nugent; Macarena Espinilla (UCAmI, 2018)

Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows. - Javier Medina Quero; Claire Orr; Shuai Zhang 001; Chris D. Nugent; Alberto Salguero; Macarena Espinilla (UCAmI, 2018)

The Experience of Developing the UJAmI Smart Lab. - Macarena Espinilla; Luis Martínez 001; Javier Medina 001; Chris D. Nugent (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. - Macarena Espinilla; Javier Medina 001; Gabriel Urzaiz; Pritpal Singh (IEEE Access, 2018)

Sensor-Based Datasets for Human Activity Recognition - A Systematic Review of Literature. - Emiro De la Hoz-Franco; Paola Ariza Colpas; Javier Medina Quero; Macarena Espinilla (IEEE Access, 2018)

Predicting the Urgency Demand of COPD Patients From Environmental Sensors Within Smart Cities With High-Environmental Sensitivity. - Javier Medina Quero; Miguel López-Medina; Alberto Salguero Hidalgo; Macarena Espinilla (IEEE Access, 2018)

Intelligent multi-dose medication controller for fever: From wearable devices to remote dispensers. - Javier Medina 001; Macarena Espinilla; Ángel Luis García-Fernández; Luis Martínez 001 (Comput. Electr. Eng., 2018)

Ensemble classifier of long short-term memory with fuzzy temporal windows on binary sensors for activity recognition. - Javier Medina Quero; Shuai Zhang 001; Chris D. Nugent; Macarena Espinilla (Expert Syst. Appl., 2018)

Using Ontologies for the Online Recognition of Activities of Daily Living. - Alberto G. Salguero; Macarena Espinilla; Pablo Delatorre; Javier Medina 001 (Sensors, 2018)

Thermal Vision Based Fall Detection via Logical and Data driven Processes. - Joseph Rafferty; Javier Medina Quero; Susan Quinn; Catherine Saunders; Idongesit Ekerete; Chris D. Nugent; Jonathan Synnott; Matias Garcia-Constantino (BCD, 2019)

Straightforward Recognition of Daily Objects in Smart Environments from Wearable Vision Sensor. - Javier Medina Quero; Federico Cruciani; Lorenzo Seidenari; Macarena Espinilla; Chris D. Nugent (PerCom Workshops, 2019)

Opera.DL: Deep Learning Modelling for Photovoltaic System Monitoring. - Guillermo Almonacid-Olleros; Gabino Almonacid; Juan Ignacio Fernandez-Carrasco; Javier Medina Quero (UCAmI, 2019)

Challenges of Ethical Evaluation Models for Intelligent Assistive Technologies. An Initial Ethical Model Based on Linguistic Decision Analysis. - Macarena Espinilla; María Ángeles Verdejo-Espinosa; Lucia González; Chris D. Nugent; Alfonso Jesús Cruz; Javier Medina 001 (UCAmI, 2019)

Intelligent System for the Prevention of Pressure Ulcers by Monitoring Postural Changes with Wearable Inertial Sensors. - Edna Bernal Monroy; Daniel Zafra Romero; Macarena Espinilla Estévez; Federico Cruciani; Ian Cleland; Chris D. Nugent; Javier Medina Quero (UCAmI, 2019)

Fuzzy Linguistic Protoforms to Summarize Heart Rate Streams of Patients with Ischemic Heart Disease. - Maria Dolores Peláez-Coca; Macarena Espinilla; María Rosa Fernández Olmo; Javier Medina 001 (Complex., 2019)

Methodology for improving classification accuracy using ontologies: application in the recognition of activities of daily living. - Alberto G. Salguero; Javier Medina 001; Pablo Delatorre; Macarena Espinilla (J. Ambient Intell. Humaniz. Comput., 2019)

Activity Recognition for IoT Devices Using Fuzzy Spatio-Temporal Features as Environmental Sensor Fusion. - Miguel López-Medina; Macarena Espinilla; Cristiano Paggeti; Javier Medina Quero (Sensors, 2019)

Ontology-Based Framework for the Automatic Recognition of Activities of Daily Living Using Class Expression Learning Techniques. - Alberto G. Salguero; Pablo Delatorre; Javier Medina 001; Macarena Espinilla; Antonio J. Tomeu (Sci. Program., 2019)

Monwatch: A fuzzy application to monitor the user behavior using wearable trackers. - Carmen Martínez-Cruz; Javier Medina Quero; José-María Serrano; Sergio Gramajo (FUZZ-IEEE, 2020)

In-Bed Posture Classification from Pressure Mat Sensors for the Prevention of Pressure Ulcers Using Convolutional Neural Networks. - Aurora Polo Rodríguez; David Gil; Chris D. Nugent; Javier Medina Quero (IWBBIO, 2020)

Personalizing Activity Recognition With a Clustering Based Semi-Population Approach. - Federico Cruciani; Chris D. Nugent; Javier Medina Quero; Ian Cleland; Paul J. McCullagh; Kåre Synnes; Josef Hallberg (IEEE Access, 2020)

Domain Adaptation of Binary Sensors in Smart Environments Through Activity Alignment. - Aurora Polo Rodríguez; Federico Cruciani; Chris D. Nugent; Javier Medina 001 (IEEE Access, 2020)

Evaluation of convolutional neural networks for the classification of falls from heterogeneous thermal vision sensors. - Miguel López-Medina; Macarena Espinilla; Chris D. Nugent; Javier Medina Quero (Int. J. Distributed Sens. Networks, 2020)

Fuzzy monitoring of in-bed postural changes for the prevention of pressure ulcers using inertial sensors attached to clothing. - Edna Bernal Monroy; Aurora Polo Rodríguez; Macarena Espinilla Estévez; Javier Medina Quero (J. Biomed. Informatics, 2020)

Fuzzy cloud-fog computing approach application for human activity recognition in smart homes. - Miguel López-Medina; Macarena Espinilla; Ian Cleland; Chris D. Nugent; Javier Medina 001 (J. Intell. Fuzzy Syst., 2020)

uMoDT: an unobtrusive multi-occupant detection and tracking using robust Kalman filter for real-time activity recognition. - Muhammad Asif Razzaq; Javier Medina Quero; Ian Cleland; Chris D. Nugent; Usman Akhtar; Hafiz Syed Muhammad Bilal; Ubaid Ur Rehman 002; Sungyoung Lee 001 (Multim. Syst., 2020)

A New Architecture Based on IoT and Machine Learning Paradigms in Photovoltaic Systems to Nowcast Output Energy. - Guillermo Almonacid-Olleros; Gabino Almonacid; Juan Ignacio Fernandez-Carrasco; Macarena Espinilla Estévez; Javier Medina Quero (Sensors, 2020)

Efficient Activity Recognition in Smart Homes Using Delayed Fuzzy Temporal Windows on Binary Sensors. - Rebeen Ali Hamad; Alberto Salguero Hidalgo; Mohamed-Rafik Bouguelia; Macarena Espinilla Estévez; Javier Medina Quero (IEEE J. Biomed. Health Informatics, 2020)

Recognition of Hygiene Activities by Means of Multimodal Sensors. - Aurora Polo Rodríguez; Federico Cruciani; Chris D. Nugent; Javier Medina Quero (RIIFORUM, 2021)

A Mobile Application with Geolocation and Virtual Rewards for Promoting Social Skills in People with Social Disorders. - Aurora Polo Rodríguez; Javier Medina Quero; Magnus Johnsson; David Gil; Ignasi Navarro (RIIFORUM, 2021)

Scoping Review of Healthcare Literature on Mobile, Wearable, and Textile Sensing Technology for Continuous Monitoring. - Netzahualcoyotl Cruz; Luís A. Castro 001; Javier Medina Quero; Jesús Favela; Layla Michán; W. Ben Mortenson (J. Heal. Informatics Res., 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. - Marcos Lupión; Javier Medina Quero; Juan F. Sanjuan; Pilar M. Ortigosa (Sensors, 2021)

Classification of Food Types in a Box with Gas Sensors Using a Machine Learning Method. Case Study of Intelligent Electronic Nose. - Alicia Montoro-Lendínez; Nuno Pombo; Bruno M. C. Silva; Macarena Espinilla Estévez; Javier Medina Quero (ARTIIS (1), 2022)

Review of Ultra Wide Band (UWB) for Indoor Positioning with application to the elderly. - Sixto Campaña Bastidas; Macarena Espinilla; Javier Medina Quero (HICSS, 2022)

Case Study of a Low-Cost IoT Device with a Thermal Vision to Monitor Human Stool Behavior in the Home. - Alicia Montoro-Lendínez; David Díaz-Jiménez; José Luis López Ruiz; Javier Medina Quero; Macarena Espinilla Estévez (ICIAP Workshops (1), 2022)

Classifying Sport-Related Human Activity from Thermal Vision Sensors Using CNN and LSTM. - Aurora Polo Rodríguez; Alicia Montoro-Lendínez; Macarena Espinilla; Javier Medina Quero (ICIAP Workshops (1), 2022)

Detection of Unconsciousness in Falls Using Thermal Vision Sensors. - Marcos Lupión; Vicente González Ruiz; Juan F. Sanjuan; Javier Medina Quero; Pilar M. Ortigosa (ICR, 2022)

Epilepsy Seizure Detection Using Low-Cost IoT Devices and a Federated Machine Learning Algorithm. - Marcos Lupión; Juan F. Sanjuan; Javier Medina Quero; Pilar Martínez Ortigosa (ISAmI, 2022)

Estimating Frontal Body Landmarks from Thermal Sensors Using Residual Neural Networks. - Aurora Polo Rodríguez; Marcos Lupión; Pilar M. Ortigosa; Javier Medina Quero (IWBBIO (1), 2022)

Linguistic Summaries for Dwellings Energy Poverty Monitoring. - D. Díaz; Javier Medina 001; Alicia Montoro; José L. López 003; Macarena Espinilla (UCAmI, 2022)

ThermalYOLO: A Person Detection Neural Network in Thermal Images for Smart Environments. - Marcos Lupión; Aurora Polo Rodríguez; Pilar M. Ortigosa; Javier Medina Quero (UCAmI, 2022)

A Recommendation Ubiquitous System to Personalize Diet for Children with Obesity. - Aurora Polo Rodríguez; Maria Ariza; Ana Rivas; Miguel Ángel Carvajal; Javier Medina Quero (UCAmI, 2022)

Discriminating sensor activation in activity recognition within multi-occupancy environments based on nearby interaction. - Aurora Polo Rodríguez; Javier Medina Quero (CoRR, 2022)

On the limits of Conditional Generative Adversarial Neural Networks to reconstruct the identification of inhabitants from IoT low-resolution thermal sensors. - Marcos Lupión; Aurora Polo Rodríguez; Javier Medina Quero; Juan F. Sanjuan; Pilar M. Ortigosa (Expert Syst. Appl., 2022)

Challenges of ubiquitous and wearable solutions to address active ageing in the Andalusian community. - Aurora Polo Rodríguez; Pietro Dionisio; Francesco Agnoloni; Ana Perandrés Gómez; Cristiano Paggetti; Lucía González López; Alicia Montoro-Lendínez; Macarena Espinilla Estévez; Javier Medina Quero (J. Univers. Comput. Sci., 2022)

A Deep Transfer Learning Approach to Support Opportunistic Wearable Activity Recognition. - Oresti Banos; David Gil; Javier Medina 001; Adrian Sanchez; Claudia Villalonga (IWANN (1), 2023)

A Deep Learning and Probabilistic Approach to Recognising Activities of Daily Living with Privacy Preserving Thermal Sensors. - Matthew Burns; Chris D. Nugent; Sally I. McClean; Javier Medina Quero; Aurora Polo Rodríguez (UCAmI (2), 2023)

Unifying Wearable Data: A Novel Architecture Integrating Fitbit Wristbands and Smartphones for Enhanced Data Availability and Linguistic Summaries. - David Díaz-Jiménez; Javier Medina Quero; Macarena Espinilla Estévez (UCAmI (3), 2023)

Discriminating Deceptive Energy Generation of Photovoltaic Systems by Deep Learning and Adversarial Networks. - Aurora Polo Rodríguez; Guillermo Almonacid-Olleros; Gabino Almonacid; Chris D. Nugent; Javier Medina Quero (UCAmI (3), 2023)

Non-invasive Synthesis from Vision Sensors for the Generation of 3D Body Landmarks, Locations and Identification in Smart Environments. - Aurora Polo Rodríguez; Matthew Burns; Chris D. Nugent; Francisco Flórez Revuelta; Javier Medina Quero (UCAmI (2), 2023)

Detection of Sets and Repetitions in Strength Exercises Using IMU-Based Wristband Wearables. - Aurora Polo Rodríguez; David Díaz-Jiménez; Miguel Ángel Carvajal; Oresti Baños; Javier Medina Quero (UCAmI (1), 2023)

Review on Internet of Things for Innovation in Nursing Process- A PubMed-Based Search. - Aurora Polo Rodríguez; Jose Romero-Sanchez; Elena Fernández-García; Olga Paloma-Castro; Ana-María Porcel-Gálvez; Javier Medina Quero (UCAmI (1), 2023)

THPoseLite, a Lightweight Neural Network for Detecting Pose in Thermal Images. - Marcos Lupión; Vicente González Ruiz; Javier Medina Quero; Juan F. Sanjuan; Pilar M. Ortigosa (IEEE Internet Things J., 2023)

A new approach based on temporal sub-windows for online sensor-based activity recognition. - Macarena Espinilla; Javier Medina 001; Josef Hallberg; Chris D. Nugent (J. Ambient Intell. Humaniz. Comput., 2023)

Computing Velocity and Force in Strength Exercises Using a Wearable and Sport Performance Monitoring Machine (MYO-QUALITY). - Antonio Lopes; Nuno M. Garcia; Ignacio Chirosa; Javier Medina Quero; Aurora Polo Rodríguez (UCAmI, 2024)

Nowcasting, Doping and Discriminating Energy Generation of Photovoltaic Systems Using Regression Models of Adversarial Networks. - Javier Medina Quero; Guillermo Almonacid; Ignacio Rojas; Chris D. Nugent; Gabino Almonacid; Aurora Polo Rodríguez (UCAmI, 2024)

Discovering Social Interactions Between Caregivers and Frail Individuals Using Indoor Localization. - Aurora Polo Rodríguez; Miguel Á. Anguita-Molina; David Gil; Jose Romero; Elena Fernández; Olga Paloma-Castro; Ana-María Porcel-Gálvez; Javier Medina Quero (UCAmI, 2024)

Evaluation of Plantar Pressure Sensors for Classification of Ski Gear Using Deep Learning Models. - Aurora Polo Rodríguez; Fernando Martínez-Martí; Noel Marcen; Miguel Ángel Carvajal; Javier Medina Quero; Maria Sofia Martinez-Garcia (UCAmI, 2024)

Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review. - Oresti Banos; Zhoe Comas-Gonzalez; Javier Medina 001; Aurora Polo Rodríguez; David Gil; Jesús Peral; Sandra Amador; Claudia Villalonga (Int. J. Medical Informatics, 2024)

3D Human Pose Estimation from multi-view thermal vision sensors. - Marcos Lupión; Aurora Polo Rodríguez; Javier Medina Quero; Juan F. Sanjuan; Pilar M. Ortigosa (Inf. Fusion, 2024)

Human activity mining in multi-occupancy contexts based on nearby interaction under a fuzzy approach. - Aurora Polo Rodríguez; Filippo Cavallo; Chris D. Nugent; Javier Medina Quero (Internet Things, 2024)

Gear Classification in Skating Cross-Country Skiing Using Inertial Sensors and Deep Learning. - Antonio Pousibet-Garrido; Aurora Polo Rodríguez; Juan A. Moreno-Pérez; Isidoro Ruiz-García; Pablo Escobedo 001; Nuria López-Ruiz; Noel Marcen-Cinca; Javier Medina Quero; Miguel Ángel Carvajal (Sensors, 2024)

Multi-occupant tracking with radar and wearable devices for enhanced accuracy in indoor environments. - Aurora Polo Rodríguez; Miguel Á. Anguita-Molina; Ignacio Rojas Ruiz; Javier Medina Quero (Eng. Appl. Artif. Intell., 2025)

Enhancing Smart Environments with Context-Aware Chatbots using Large Language Models. - Aurora Polo Rodríguez; Laura Fiorini 001; Erika Rovini; Filippo Cavallo; Javier Medina Quero (CoRR, 2025)

Multioccupancy Activity Recognition Based on Deep Learning Models Fusing UWB Localization Heatmaps and Nearby-Sensor Interaction. - Miguel Á. Anguita-Molina; Pedro J. S. Cardoso; João M. F. Rodrigues; Javier Medina Quero; Aurora Polo Rodríguez (IEEE Internet Things J., 2025)

Tracking daily paths in home contexts with RSSI fingerprinting based on UWB through deep learning models. - Aurora Polo Rodríguez; Juan Carlos Valera; Jesús Peral; David Gil; Javier Medina Quero (Multim. Tools Appl., 2025)