2019
María Dolores Pelaez-Aguilera, Macarena Espinilla, Maria Fernandez-Olmo, Javier Medina
Fuzzy Linguistic Protoforms to summarize Heart Rate Streams of Patients with Ischemic Heart Disease
10.1155/2019/2694126
2694126.pdf3.73 MB
Complexity, vol. 2019, pp. 1-11, 2019.
2018
Macarena Espinilla, Luis Martínez, Javier Medina, Chris Nugent
The Experience of Developing the UJAmI Smart Lab
10.1109/ACCESS.2018.2849226
08390914.pdf1.93 MB
IEEE Access, vol. 6, pp. 34631-34642, 2018.
Javier Medina, Shuai Zhang, Chris Nugent, Macarena Espinilla
Ensemble classifier of Long Short-Term Memory with Fuzzy Temporal Windows on binary sensors for Activity Recognition
10.1016/j.eswa.2018.07.068
2018_ESWA.pdf1.38 MB
Expert Systems with Applications, vol. 114, pp. 441-453, 2018.
Javier Medina, Miguel Angel Lopez Medina, Alberto Salguero, Macarena Espinilla
Predicting the Urgency Demand of COPD Patients from Environmental Sensors Within Smart Cities with High-Environmental Sensitivity
10.1109/ACCESS.2018.2828652
IEEE Access, vol. 6, pp. 25081-25089, 2018.
Emiro de la Hoz, Paola Ariza-Colpas, Javier Medina, Macarena Espinilla
Sensor-based datasets for Human Activity Recognition - A Systematic Review of Literature
10.1109/ACCESS.2018.2873502
2018-IEEE-Emiro.pdf9.68 MB
IEEE Access, vol. 6, pp. 1-19, 2018.
Javier Medina, Macarena Espinilla, Luis Martínez, Angel Luis García
Intelligent multi-dose medication controller for fever: from wearable devices to remote dispensers
10.1016/j.compeleceng.2017.03.012
Computers and Electrical Engineering, vol. 65, pp. 400-412, 2018.
Sixto Campana, Javier Medina, Macarena Espinilla, José Francisco Gay Medina
Tecnologías para la localización de personas mayores con problemas de demencia en centros de residencia
«Tecnologías para la localización de personas mayores con problemas de demencia en centros de residencia», in II Congreso Intersectorial e Internacional de Envejecimiento y Dependencia. Jaén (Spain). 27-28 septiembre., 2018.
Matthew Burns, Javier Medina, Chris Nugent, Philip Morrow, Sally McClean, Macarena Espinilla
Uso de sensores termales para la monitorización en el hogar
«Uso de sensores termales para la monitorización en el hogar», in II Congreso Intersectorial e Internacional de Envejecimiento y Dependencia. Jaén (Spain). 27-28 septiembre., 2018.
Macarena Espinilla, Javier Medina, Ian Cleland, Chris Nugent
Fuzzy framework for activity recognition in a multi-occupant smart environment based on wearable devices and proximity beacons
10.1142/9789813273238_0161
«Fuzzy framework for activity recognition in a multi-occupant smart environment based on wearable devices and proximity beacons», in Fuzzy Logic and Intelligent Technologies in Nuclear Science. FLINS 2018. Conference on Data Science on Knowledge Engineering for Sensing Decision Support. August 21-24, 2018. Belfast (UK), 2018, pp. 1292-1299.
Javier Medina, Claire Orr, Shuai Zhang, Chris Nugent, Alberto Salguero, Macarena Espinilla
Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows
10.3390/proceedings2191225
Interleave.pdf556.28 KB
«Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows», in 12th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, Dominican Republic, 4–7 December 2018., 2018, vol. 2, n.º 19.
Macarena Espinilla, Javier Medina, Chris Nugent
UCAmI Cup. Analyzing the UJA Human Activity Recognition Dataset of Activities of Daily Living
10.3390/proceedings2191267
2018-UcamI-Cup.pdf493.32 KB
«UCAmI Cup. Analyzing the UJA Human Activity Recognition Dataset of Activities of Daily Living», in 12th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, Dominican Republic, 4–7 December 2018., 2018, vol. 2, n.º 19.
Javier Medina, Matthew Burns, Muhammad Asif Razzaq, Chris Nugent, Macarena Espinilla
Detection of Falls from Non-Invasive Thermal Vision Sensors Using Convolutional Neural Networks
10.3390/proceedings2191236
2018-UCAMI-Detection.pdf1.65 MB
«Detection of Falls from Non-Invasive Thermal Vision Sensors Using Convolutional Neural Networks», in 12th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, Dominican Republic, 4–7 December 2018., 2018, vol. 2, n.º 19.
Javier Medina, Colin Shewell, Ian Cleland, Joseph Rafferty, Chris Nugent, Macarena Espinilla
Computer Vision-Based Gait Velocity from Non-Obtrusive Thermal Vision Sensors
10.1109/PERCOMW.2018.8480174
p522-medina_quero.pdf436.14 KB
«Computer Vision-Based Gait Velocity from Non-Obtrusive Thermal Vision Sensors», in IEEE International Conference on Pervasive Computing and Communications Workshops. Workshop on Pervasive Health Technologies. Athens, Greece, March 19-23, 2018, 2018, pp. 391-396.
Alberto Salguero, Macarena Espinilla, Pablo de la Torre, Javier Medina
Using Ontologies for the Online Recognition of Activities of Daily Living
10.3390/s18041202
ASalguero_sensors.pdf1.91 MB
Sensors, vol. 18, n.º 4, 2018.
Macarena Espinilla, Javier Medina, Alberto Salguero, Mark Donnelly, Ian Cleland, Chris Nugent
Human Activity Recognition from the Acceleration Data of a Wearable Device. Which Features Are More Relevant by Activities?
10.3390/proceedings2191242
2018-UCAmI-Features.pdf483.48 KB
«Human Activity Recognition from the Acceleration Data of a Wearable Device. Which Features Are More Relevant by Activities?», in 12th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, Dominican Republic, 4–7 December 2018., 2018, vol. 2, n.º 19.
2017
C. Shewell, Javier Medina, Macarena Espinilla, Chris Nugent, M. Donnelly, Huimin Wang
Comparison of Fiducial Marker Detection and Object Interaction in Activities of Daily Living Utilising a Wearable Vision Sensor.
10.1002/dac.3223
3-Comparison.pdf516.99 KB
International Journal of Communication Systems, vol. 30, 5 vol., pp. 1-15, 2017.
Macarena Espinilla, Javier Medina, Angel Luis García, Sixto Campana, Jorge Peláez
Fuzzy Intelligent System for Patients with Preeclampsia in Wearable Devices
10.1155/2017/7838464
MEspinillaMis.pdf2.07 MB
Mobile Information Systems, vol. 2017, pp. 1-10, 2017.
Macarena Espinilla, Javier Medina, Alberto Calzada, Jun Liu, Luis Martínez, Chris Nugent
Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology
10.1016/j.micpro.2016.10.007
Microprocessors and Microsystems, vol. 52, pp. 381-390, 2017.
Javier Medina, Maria Fernandez-Olmo, M.D. Peláez, Macarena Espinilla
Real-Time Monitoring in Home-Based Cardiac Rehabilitation Using Wrist-Worn Heart Rate Devices
10.3390/s17122892
2017_JMedina_0 (1).pdf6.27 MB
Sensors, vol. 17, 2017.
Javier Medina, Macarena Espinilla, Daniel Zafra, Luis Martínez, Chris Nugent
Fuzzy Fog Computing: A Linguistic Approach for Knowledge Inference in Wearable Devices
10.1007/978-3-319-67585-5_48
Fog.pdf4.06 MB
«Fuzzy Fog Computing: A Linguistic Approach for Knowledge Inference in Wearable Devices», in Ubiquitous Computing and Ambient Intelligence: 11th International Conference, UCAmI 2017, Philadelphia, PA, USA, November 7-10, 2017, Proceedings, 2017, pp. 473-485.
Javier Medina, Luis Martínez, Macarena Espinilla
Subscribing to fuzzy temporal aggregation of heterogeneous sensor streams in real-time distributed environments
10.1002/dac.3238
International Journal of Communication Systems, vol. 30, n.º 5, 2017.
M.D. Peláez, M. López-Medina, Macarena Espinilla, Javier Medina
Key factors for innovative developments on Health Sensor-Based System
10.1007/978-3-319-56154-7_59
Pelaez2017.pdf144.56 KB
«Key factors for innovative developments on Health Sensor-Based System», in Bioinformatics and Biomedical Engineering: 5th International Work-Conference, IWBBIO 2017, Granada, Spain, April 26-28, 2017, Proceedings, Part II, 2017, pp. 665-675.
Macarena Espinilla, Javier Medina, Tommaso Papini, Enrico Vicario
A survey on techniques for Activity Recognition and AR datasets creation for Ambient Assisted Living
InfQ 2017.pdf1.73 MB
«A survey on techniques for Activity Recognition and AR datasets creation for Ambient Assisted Living», in 7th Workshop of the Italian group on Quantitative Methods in Informatics - InfQ 2017. December, 4 Venice (Italy), 2017.
2016
Jonathan Synnott, Chris Nugent, Shuai Zhang, Alberto Calzada, Ian Cleland, Macarena Espinilla, Javier Medina, Jens Lundström
Environment Simulation for the Promotion of the Open Data Initiative
10.1109/SMARTCOMP.2016.7501690
«Environment Simulation for the Promotion of the Open Data Initiative», in 2016 IEEE International Conference on Smart Computing (SMARTCOMP), 2016, pp. 1-6.
Javier Medina, Macarena Espinilla, Chris Nugent
Real-Time Fuzzy Linguistic Analysis of Anomalies from Medical Monitoring Devices on Data Streams
DOI 10.4108/eai.16-5-2016.2263877
«Real-Time Fuzzy Linguistic Analysis of Anomalies from Medical Monitoring Devices on Data Streams», in PervasiveHealth 2016, 2016.
Javier Medina, Macarena Espinilla, Sixto Campana, Luis Martínez
Computing protoforms from high-rate sensor streams
XVIII Congreso Español Sobre Tecnologías y Lógica Fuzzy (ESTYLF 2016). 2016.
Macarena Espinilla, Antonio Jesús Rivera, María Pérez-Godoy, Javier Medina, Luis Martínez, Chris Nugent
Recognition of Activities in Resource Constrained Environments; Reducing the Computational Complexity
10.1007/978-3-319-48799-1
2016_UCAMI_GP.pdf298.43 KB
«Recognition of Activities in Resource Constrained Environments; Reducing the Computational Complexity», in 10th International Conference, UCAmI 2016, San Bartolomé de Tirajana, Gran Canaria, Spain, November 29 - December 2, 2016, Part II, 2016, vol. LNCS 10070, pp. 64-74.
Daniel Zafra, Javier Medina, Luis Martínez, Chris Nugent, Macarena Espinilla
A Web System for Managing and Monitoring Smart Environments
10.1007/978-3-319-31744-1
zafra2016.pdf2.32 MB
«A Web System for Managing and Monitoring Smart Environments», in Bioinformatics and Biomedical Engineering - 4th International Conference, IWBBIO, Granada, Spain, April 20-22, 2016, Proceedings, 2016, Francisco Ortuño, Ignacio Rojas., vol. 9656, pp. 677-688.
2015
Javier Medina, Macarena Espinilla, Francisco Moya, Chris Nugent
Activity recognition by means of rule-based inference engine based on fuzzy linguistic approach
«Activity recognition by means of rule-based inference engine based on fuzzy linguistic approach», in 13th Scandinavian Conference on Artificial Intelligence Halmstad, 2015.
Francisco José Quesada, Francisco Moya, Javier Medina, Luis Martínez, Chris Nugent, Macarena Espinilla
Generation of a Partitioned Dataset with Single, Interleave and Multioccupancy Daily Living Activities
10.1007/978-3-319-26401-1_6
2015-Ucami-FJQuesada.pdf623.43 KB
«Generation of a Partitioned Dataset with Single, Interleave and Multioccupancy Daily Living Activities», in Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information, 2015, vol. 9454, pp. 60-71.
Javier Medina, Francisco José Quesada, Macarena Espinilla
A Lightweight Distributed Architecture to Integrate Fuzzy Relevant Objects in Real-Time Environments
10.1007/978-3-319-26401-1_35
2015-Ucami-JMedina.pdf3.01 MB
«A Lightweight Distributed Architecture to Integrate Fuzzy Relevant Objects in Real-Time Environments», in Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information, 2015, vol. 9454, pp. 375-386.