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
Complexity, vol. 2019, pp. 1-11, 2019.
 10.1155/2019/2694126 2694126.pdf3.73 MB

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
“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.
 10.1142/9789813273238_0161
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
“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, no. 19.
 10.3390/proceedings2191225 Interleave.pdf556.28 KB
Macarena Espinilla, Javier Medina, Chris Nugent UCAmI Cup. Analyzing the UJA Human Activity Recognition Dataset of Activities of Daily Living
“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, no. 19.
 10.3390/proceedings2191267 2018-UcamI-Cup.pdf493.32 KB
Javier Medina, Matthew Burns, Muhammad Asif Razzaq, Chris Nugent, Macarena Espinilla Detection of Falls from Non-Invasive Thermal Vision Sensors Using Convolutional Neural Networks
“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, no. 19.
 10.3390/proceedings2191236 2018-UCAMI-Detection.pdf1.65 MB
Javier Medina, Colin Shewell, Ian Cleland, Joseph Rafferty, Chris Nugent, Macarena Espinilla Computer Vision-Based Gait Velocity from Non-Obtrusive Thermal Vision Sensors
“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.
 10.1109/PERCOMW.2018.8480174 p522-medina_quero.pdf436.14 KB
Alberto Salguero, Macarena Espinilla, Pablo de la Torre, Javier Medina Using Ontologies for the Online Recognition of Activities of Daily Living
Sensors, vol. 18, no. 4, 2018.
 10.3390/s18041202 ASalguero_sensors.pdf1.91 MB
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?
“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, no. 19.
 10.3390/proceedings2191242 2018-UCAmI-Features.pdf483.48 KB
Macarena Espinilla, Luis Martínez, Javier Medina, Chris Nugent The Experience of Developing the UJAmI Smart Lab
IEEE Access, vol. 6, pp. 34631-34642, 2018.
 10.1109/ACCESS.2018.2849226 08390914.pdf1.93 MB
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
Expert Systems with Applications, vol. 114, pp. 441-453, 2018.
 10.1016/j.eswa.2018.07.068 2018_ESWA.pdf1.38 MB
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
IEEE Access, vol. 6, pp. 25081-25089, 2018.
 10.1109/ACCESS.2018.2828652
Emiro de la Hoz, Paola Ariza-Colpas, Javier Medina, Macarena Espinilla Sensor-based datasets for Human Activity Recognition - A Systematic Review of Literature
IEEE Access, vol. 6, pp. 1-19, 2018.
 10.1109/ACCESS.2018.2873502 2018-IEEE-Emiro.pdf9.68 MB
Javier Medina, Macarena Espinilla, Luis Martínez, Angel Luis García Intelligent multi-dose medication controller for fever: from wearable devices to remote dispensers
Computers and Electrical Engineering, vol. 65, pp. 400-412, 2018.
 10.1016/j.compeleceng.2017.03.012
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.

2017

Macarena Espinilla, Javier Medina, Angel Luis García, Sixto Campana, Jorge Peláez Fuzzy Intelligent System for Patients with Preeclampsia in Wearable Devices
Mobile Information Systems, vol. 2017, pp. 1-10, 2017.
 10.1155/2017/7838464 MEspinillaMis.pdf2.07 MB
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
Microprocessors and Microsystems, vol. 52, pp. 381-390, 2017.
 10.1016/j.micpro.2016.10.007
Javier Medina, Maria Fernandez-Olmo, M.D. Peláez, Macarena Espinilla Real-Time Monitoring in Home-Based Cardiac Rehabilitation Using Wrist-Worn Heart Rate Devices
Sensors, vol. 17, 2017.
 10.3390/s17122892 2017_JMedina_0 (1).pdf6.27 MB
Javier Medina, Macarena Espinilla, Daniel Zafra, Luis Martínez, Chris Nugent Fuzzy Fog Computing: A Linguistic Approach for Knowledge Inference in Wearable Devices
“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.
 10.1007/978-3-319-67585-5_48 Fog.pdf4.06 MB
Javier Medina, Luis Martínez, Macarena Espinilla Subscribing to fuzzy temporal aggregation of heterogeneous sensor streams in real-time distributed environments
International Journal of Communication Systems, vol. 30, no. 5, 2017.
 10.1002/dac.3238
M.D. Peláez, M. López-Medina, Macarena Espinilla, Javier Medina Key factors for innovative developments on Health Sensor-Based System
“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.
 10.1007/978-3-319-56154-7_59 Pelaez2017.pdf144.56 KB
Macarena Espinilla, Javier Medina, Tommaso Papini, Enrico Vicario A survey on techniques for Activity Recognition and AR datasets creation for Ambient Assisted Living
“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.
 InfQ 2017.pdf1.73 MB
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.
International Journal of Communication Systems, vol. 30, 5 vol., pp. 1-15, 2017.
 10.1002/dac.3223 3-Comparison.pdf516.99 KB

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
“Environment Simulation for the Promotion of the Open Data Initiative”, in 2016 IEEE International Conference on Smart Computing (SMARTCOMP), 2016, pp. 1-6.
 10.1109/SMARTCOMP.2016.7501690
Javier Medina, Macarena Espinilla, Chris Nugent Real-Time Fuzzy Linguistic Analysis of Anomalies from Medical Monitoring Devices on Data Streams
“Real-Time Fuzzy Linguistic Analysis of Anomalies from Medical Monitoring Devices on Data Streams”, in PervasiveHealth 2016, 2016.
 DOI 10.4108/eai.16-5-2016.2263877
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
“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.
 10.1007/978-3-319-48799-1 2016_UCAMI_GP.pdf298.43 KB
Daniel Zafra, Javier Medina, Luis Martínez, Chris Nugent, Macarena Espinilla A Web System for Managing and Monitoring Smart Environments
“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.
 10.1007/978-3-319-31744-1 zafra2016.pdf2.32 MB

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
“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.
 10.1007/978-3-319-26401-1_6 2015-Ucami-FJQuesada.pdf623.43 KB
Javier Medina, Francisco José Quesada, Macarena Espinilla A Lightweight Distributed Architecture to Integrate Fuzzy Relevant Objects in Real-Time Environments
“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.
 10.1007/978-3-319-26401-1_35 2015-Ucami-JMedina.pdf3.01 MB
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.