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ORCIDJavier Medina 0001
Javier Medina Quero
Person information
- affiliation: University of Jaén, Department of Computer Science, Spain
- affiliation: University of Granada, Department of Computer Science and Artificial Intelligence, Spain
Other persons with the same name
- Javier Medina 0002 — Universidad Distrital Francisco José de Caldas, Bogotá, Colombia
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2020 – today
- 2024
[j42]Oresti Banos, Zhoe Comas-Gonzalez
, Javier Medina, Aurora Polo Rodríguez, David Gil, Jesús Peral, Sandra Amador, Claudia Villalonga:
Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review. Int. J. Medical Informatics 187: 105469 (2024)- [j41]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: 102154 (2024) - [j40]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: 101018 (2024) - [j39]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:
Gear Classification in Skating Cross-Country Skiing Using Inertial Sensors and Deep Learning. Sensors 24(19): 6422 (2024) - [i2]Oresti Banos, Zhoe Comas-Gonzalez, Javier Medina, Aurora Polo Rodríguez, David Gil, Jesús Peral, Sandra Amador, Claudia Villalonga:
Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review. CoRR abs/2407.04712 (2024) - 2023
- [j38]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): 15060-15073 (2023) - [j37]Macarena Espinilla, Javier Medina, Josef Hallberg, Chris D. Nugent:
A new approach based on temporal sub-windows for online sensor-based activity recognition. J. Ambient Intell. Humaniz. Comput. 14(12): 15957-15969 (2023) - [c39]Oresti Banos, David Gil, Javier Medina, Adrian Sanchez, Claudia Villalonga:
A Deep Transfer Learning Approach to Support Opportunistic Wearable Activity Recognition. IWANN (1) 2023: 473-482 - [c38]Aurora Polo Rodríguez, Matthew 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: 57-68 - [c37]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: 57-70 - [c36]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: 67-77 - [c35]Aurora Polo Rodríguez, David Díaz-Jiménez, Miguel Ángel Carvajal, Oresti Baños, Javier Medina Quero:
Detection of Sets and Repetitions in Strength Exercises Using IMU-Based Wristband Wearables. UCAmI (1) 2023: 71-80 - [c34]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: 139-150 - [c33]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: 155-166 - 2022
- [j36]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: 117356 (2022) - [j35]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): 1221-1249 (2022) - [c32]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: 500-510 - [c31]Sixto Campaña Bastidas, Macarena Espinilla, Javier Medina Quero:
Review of Ultra Wide Band (UWB) for Indoor Positioning with application to the elderly. HICSS 2022: 1-10 - [c30]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: 3-14 - [c29]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: 38-48 - [c28]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: 3-12 - [c27]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: 229-238 - [c26]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: 330-342 - [c25]Aurora Polo Rodríguez, Maria Ariza, Ana Rivas, Miguel Ángel Carvajal, Javier Medina Quero:
A Recommendation Ubiquitous System to Personalize Diet for Children with Obesity. UCAmI 2022: 271-282 - [c24]D. Díaz, Javier Medina, Alicia Montoro, José L. López, Macarena Espinilla:
Linguistic Summaries for Dwellings Energy Poverty Monitoring. UCAmI 2022: 693-704 - [c23]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: 772-783 - [i1]Aurora Polo Rodríguez, Javier Medina Quero:
Discriminating sensor activation in activity recognition within multi-occupancy environments based on nearby interaction. CoRR abs/2211.10355 (2022) - 2021
- [j34]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): 270-299 (2021) - [j33]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): 405 (2021) - [c22]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: 79-87 - [c21]Aurora Polo Rodríguez, Federico Cruciani, Chris D. Nugent, Javier Medina Quero:
Recognition of Hygiene Activities by Means of Multimodal Sensors. RIIFORUM 2021: 89-98 - 2020
- [j32]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: 207794-207804 (2020) - [j31]Aurora Polo Rodríguez, Federico Cruciani, Chris D. Nugent, Javier Medina:
Domain Adaptation of Binary Sensors in Smart Environments Through Activity Alignment. IEEE Access 8: 228804-228817 (2020) - [j30]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) - [j29]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: 103476 (2020) - [j28]Miguel López-Medina, Macarena Espinilla, Ian Cleland, Chris D. Nugent, Javier Medina:
Fuzzy cloud-fog computing approach application for human activity recognition in smart homes. J. Intell. Fuzzy Syst. 38(1): 709-721 (2020) - [j27]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): 553-569 (2020) - [j26]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): 4224 (2020) - [j25]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): 387-395 (2020) - [c20]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: 1-8 - [c19]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: 338-349
2010 – 2019
- 2019
- [j24]Maria Dolores Peláez-Coca, Macarena Espinilla, María Rosa Fernández Olmo, Javier Medina:
Fuzzy Linguistic Protoforms to Summarize Heart Rate Streams of Patients with Ischemic Heart Disease. Complex. 2019: 2694126:1-2694126:11 (2019) - [j23]Alberto G. Salguero, Javier Medina, Pablo Delatorre, Macarena Espinilla:
Methodology for improving classification accuracy using ontologies: application in the recognition of activities of daily living. J. Ambient Intell. Humaniz. Comput. 10(6): 2125-2142 (2019) - [j22]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): 3512 (2019) - [j21]Alberto G. Salguero, Pablo Delatorre, Javier Medina, Macarena Espinilla, Antonio J. Tomeu:
Ontology-Based Framework for the Automatic Recognition of Activities of Daily Living Using Class Expression Learning Techniques. Sci. Program. 2019: 2917294:1-2917294:19 (2019) - [c18]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: 35-40 - [c17]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: 46-51 - [c16]Macarena Espinilla, María Ángeles Verdejo-Espinosa, Lucia González, Chris D. Nugent, Alfonso Jesús Cruz, Javier Medina:
Challenges of Ethical Evaluation Models for Intelligent Assistive Technologies. An Initial Ethical Model Based on Linguistic Decision Analysis. UCAmI 2019: 22 - [c15]Guillermo Almonacid-Olleros, Gabino Almonacid, Juan Ignacio Fernandez-Carrasco, Javier Medina Quero:
Opera.DL: Deep Learning Modelling for Photovoltaic System Monitoring. UCAmI 2019: 50 - [c14]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: 79 - 2018
- [j20]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: 25081-25089 (2018) - [j19]Macarena Espinilla, Luis Martínez, Javier Medina, Chris D. Nugent:
The Experience of Developing the UJAmI Smart Lab. IEEE Access 6: 34631-34642 (2018) - [j18]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: 59192-59210 (2018) - [j17]Macarena Espinilla, Javier Medina, Gabriel Urzaiz, Pritpal Singh:
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 6: 72025-72027 (2018) - [j16]Javier Medina, Macarena Espinilla, Ángel Luis García-Fernández, Luis Martínez:
Intelligent multi-dose medication controller for fever: From wearable devices to remote dispensers. Comput. Electr. Eng. 65: 400-412 (2018) - [j15]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: 441-453 (2018) - [j14]Alberto G. Salguero, Macarena Espinilla, Pablo Delatorre, Javier Medina:
Using Ontologies for the Online Recognition of Activities of Daily Living. Sensors 18(4): 1202 (2018) - [c13]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: 391-396 - [c12]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: 1225 - [c11]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: 1236 - [c10]Macarena Espinilla, Javier Medina, Alberto Salguero, Naomi Irvine, Mark P. Donnelly, Ian Cleland, Chris D. Nugent:
Human Activity Recognition from the Acceleration Data of a Wearable Device. Which Features Are More Relevant by Activities? UCAmI 2018: 1242 - [c9]Macarena Espinilla, Javier Medina, Chris D. Nugent:
UCAmI Cup. Analyzing the UJA Human Activity Recognition Dataset of Activities of Daily Living. UCAmI 2018: 1267 - 2017
- [j13]Javier Medina, Luis Martínez-López, Macarena Espinilla:
Subscribing to fuzzy temporal aggregation of heterogeneous sensor streams in real-time distributed environments. Int. J. Commun. Syst. 30(5) (2017) - [j12]Colin Shewell, Javier Medina, Macarena Espinilla, Chris D. Nugent, Mark P. Donnelly, Haiying Wang:
Comparison of fiducial marker detection and object interaction in activities of daily living utilising a wearable vision sensor. Int. J. Commun. Syst. 30(5) (2017) - [j11]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): 409-426 (2017) - [j10]Macarena Espinilla, Javier Medina, Alberto Calzada, Jun Liu, Luis Martínez, Chris D. Nugent:
Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology. Microprocess. Microsystems 52: 381-390 (2017) - [j9]Macarena Espinilla, Javier Medina, Ángel Luis García-Fernández, Sixto Campaña, Jorge Londoño:
Fuzzy Intelligent System for Patients with Preeclampsia in Wearable Devices. Mob. Inf. Syst. 2017: 7838464:1-7838464:10 (2017) - [j8]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): 2892 (2017) - [c8]Maria Dolores Peláez, Miguel López-Medina, Macarena Espinilla, Javier Medina Quero:
Key Factors for Innovative Developments on Health Sensor-Based System. IWBBIO (2) 2017: 665-675 - [c7]Javier Medina, Macarena Espinilla, Daniel Zafra, Luis Martínez-López, Chris D. Nugent:
Fuzzy Fog Computing: A Linguistic Approach for Knowledge Inference in Wearable Devices. UCAmI 2017: 473-485 - 2016
- [c6]Daniel Zafra, Javier Medina, Luis Martínez-López, Chris D. Nugent, Macarena Espinilla:
A Web System for Managing and Monitoring Smart Environments. IWBBIO 2016: 677-688 - [c5]Javier Medina, Macarena Espinilla, Christopher Nugent:
Real-time fuzzy linguistic analysis of anomalies from medical monitoring devices on data streams. PervasiveHealth 2016: 300-303 - [c4]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: 1-6 - [c3]Macarena Espinilla, Antonio J. Rivera, M. Dolores Pérez-Godoy, Javier Medina, Luis Martínez, Chris D. Nugent:
Recognition of Activities in Resource Constrained Environments; Reducing the Computational Complexity. UCAmI (2) 2016: 64-74 - 2015
- [c2]Francisco J. Quesada, Francisco Moya, Javier Medina, Luis Martínez-López, Chris D. Nugent, Macarena Espinilla:
Generation of a Partitioned Dataset with Single, Interleave and Multioccupancy Daily Living Activities. UCAmI 2015: 60-71 - [c1]Javier Medina, Francisco J. Quesada, Macarena Espinilla:
A Lightweight Distributed Architecture to Integrate Fuzzy Relevant Objects in Real-Time Environments. UCAmI 2015: 375-386 - 2013
- [j7]Javier Medina, María Dolores Ruíz Lozano, Miguel Delgado, Maria-Amparo Vila:
Multimedia access to mobile environments using indoor semantic maps - Applications for light devices and hand-held computers. Multim. Tools Appl. 67(2): 341-362 (2013) - 2012
- [j6]María Dolores Ruíz Lozano, Javier Medina, Miguel Delgado, J. L. Castro:
An expert fuzzy system to detect dangerous circumstances due to children in the traffic areas from the video content analysis. Expert Syst. Appl. 39(10): 9108-9117 (2012) - [j5]Javier Medina, María Dolores Ruíz Lozano, Miguel Delgado, Maria-Amparo Vila:
A Fuzzy Temporal Rule-based System for handling the Nursing Process on mobile devices. Expert Syst. Appl. 39(12): 10479-10488 (2012) - [j4]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): 763-778 (2012) - 2011
- [j3]J. L. Castro, Miguel Delgado, Javier Medina, María Dolores Ruíz Lozano:
An expert fuzzy system for predicting object collisions. Its application for avoiding pedestrian accidents. Expert Syst. Appl. 38(1): 486-494 (2011) - [j2]J. L. Castro, Miguel Delgado, Javier Medina, María Dolores Ruíz Lozano:
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. 38(8): 10718 (2011) - [j1]J. L. Castro, Miguel Delgado, Javier Medina, María Dolores Ruíz Lozano:
Intelligent surveillance system with integration of heterogeneous information for intrusion detection. Expert Syst. Appl. 38(9): 11182-11192 (2011)
Coauthor Index
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