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
Medina Quero, Pedro José Sánchez, María Dolores Ruiz Lozano, Macarena Espinilla Resolución de Casos prácticos con internet de las cosas usando metodologías ABP orientadas a la gamificación
«Resolución de Casos prácticos con internet de las cosas usando metodologías ABP orientadas a la gamificación», in I Congreso Internacional de Tecnologías Emergentes en Educación, 2019.
 citee.2019.B.pdf1.07 MB

2018

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, n.º 19.
 10.3390/proceedings2191236 2018-UCAMI-Detection.pdf1.65 MB
Alberto Salguero, Macarena Espinilla A flexible text analyzer based on ontologies. An application for detecting discriminatory language
Language Resources and Evaluation, vol. 52, pp. 185-215, 2018.
 10.1007/s10579-017-9387-6 analyzer.pdf930.12 KB
Antonio Ramón Jiménez Ruiz, Fernando Seco, Pekka Peltola, Macarena Espinilla Location of persons using binary sensors and BLE beacons for ambient assitive living
«Location of persons using binary sensors and BLE beacons for ambient assitive living», in International Conference on Indoor Positioning and Indoor Navigation. 24-27 September 2018, Nantes, France, 2018.
 IPIN2018.pdf2.55 MB
Ian Cleland, Mark Donnelly, Chris Nugent, Josef Hallberg, Macarena Espinilla, Matias Garcia-Constantino Collection of a Diverse, Naturalistic and Annotated Dataset for Wearable Activity Recognition
«Collection of a Diverse, Naturalistic and Annotated Dataset for Wearable Activity Recognition», in 2018 IEEE International Conference on Pervasive Computing and Communications Workshops.ARDUOUS 2018 : 2nd International Workshop on Annotation of useR Data for UbiquitOUs Systems. Athens, Greece, March 19-23, 2018., 2018, pp. 555-560.
 2018-Arduos.pdf1.1 MB
Kare Synnes, Margareta Lilja, Anneli Nyman, Macarena Espinilla, Ian Cleland, Andres Gabriel Sanchez Comas, Zhoe Comas-Gonzalez, Josef Hallberg, Niklas Karvonen, Wagner Ourique de Morais, Chris Nugent H2Al—The Human Health and Activity Laboratory
«H2Al—The Human Health and Activity Laboratory», 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.
 10.3390/proceedings2191241 2018-UCAMI-H2AI.pdf1.43 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
Netza Hernández-Cruz, Paul. McCullagh, Shuai Zhang, Chris Nugent, Andrés Rodríguez-González, Alfonso J. Cruz-Lendinez, Lucía Gonzalez, Macarena Espinilla Abordando las necesidades de los usuarios en las tecnologías de recuerdo
«Abordando las necesidades de los usuarios en las tecnologías de recuerdo», in II Congreso Intersectorial e Internacional de Envejecimiento y Dependencia. Jaén. 27-28 septiembre, 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?
«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.
 10.3390/proceedings2191242 2018-UCAmI-Features.pdf483.48 KB
Alberto Salguero, Macarena Espinilla Ontology-based feature generation to improve accuracy of activity recognition in smart environments
Computers and Electrical Engineering, vol. 68, pp. 1-13, 2018.
 10.1016/j.compeleceng.2018.03.048 Salguero2018b.pdf831.6 KB
Sixto Campana, Macarena Espinilla, Lucía Gonzalez El modelo EDP desde un laboratorio de inteligencia ambiental
«El modelo EDP desde un laboratorio de inteligencia ambiental», in II Congreso Intersectorial e Internacional de Envejecimiento y Dependencia. Jaén (Spain). 27-28 septiembre., 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.
Alberto Salguero, Macarena Espinilla, Pablo de la Torre, Javier Medina Using Ontologies for the Online Recognition of Activities of Daily Living
Sensors, vol. 18, n.º 4, 2018.
 10.3390/s18041202 ASalguero_sensors.pdf1.91 MB
Chris Nugent, Shuai Zhang, Hui Wang, Macarena Espinilla, Ian Cleland The impact of dataset quality on the performance of data-driven approaches for human activity recognition
«The impact of dataset quality on the performance of data-driven approaches for human activity recognition», 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.
 10.1142/9789813273238_0162
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
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, 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
Antonio Jesús Rivera, Francisco Charte, María Pérez-Godoy, Macarena Espinilla Nuevas arquitecturas hardware de procesamiento de alto rendimiento para aprendizaje profundo
Enseñanza y Aprendizaje de Ingeniería de Computadores, vol. 8. Granada, Spain: , pp. 67-83, 2018.
 T6_N8_Revista_EAIC_2018.pdf7.26 MB
Miguel Angel Ortiz Barrios, Antanas Verikas, Chris Nugent, Mark Donnelly, Leo Galway, Macarena Espinilla, Ian Cleland A multi-criteria model for selecting the most suitable classifier for supporting assistive technology adoption in people with dementia
«A multi-criteria model for selecting the most suitable classifier for supporting assistive technology adoption in people with dementia », in International Symposium on the Analytic Hierarchy Process. 12-15 July, 2018, pp. 1-6.
 isahp18_proceeding.pdf627.08 KB
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
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, n.º 19.
 10.3390/proceedings2191225 Interleave.pdf556.28 KB
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
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, n.º 19.
 10.3390/proceedings2191267 2018-UcamI-Cup.pdf493.32 KB
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

2017

Francisco Charte, Antonio Rueda, Macarena Espinilla, Antonio Jesús Rivera Evolución tecnológica del hardware de vídeo y las GPU en los ordenadores personales
Enseñanza y Aprendizaje de Ingeniería de Computadores., vol. 7. Granada, Spain: Departamento de Arquitectura y Tecnología de Computadores, pp. 111-127, 2017.
 Evolucion.pdf2.1 MB
Francisco Charte, Macarena Espinilla, Antonio Jesús Rivera, Francisco Pulgar Uso de dispositivos FPGA como apoyo a la enseñanza de asignaturas de arquitectura de computadores
Enseñanza y Aprendizaje de Ingeniería de Computadores., vol. 7. Granada, Spain: Departamento de Arquitectura y Tecnología de Computadores, pp. 37-52, 2017.
 FPGA.pdf1.48 MB
Pilar Gómez, Antonio Partal, Macarena Espinilla Classification of the risk in the new financing framework of the Deposit Guarantee Systems in Europe: K-Means Cluster Analysis and Soft Computing
International Journal of Computational Intelligence Systems, vol. 10, pp. 78-89, 2017.
 10.2991/ijcis.2017.10.1.6
Alberto Salguero, Macarena Espinilla Improving Activity Classification Using Ontologies to Expand Features in Smart Environments
«Improving Activity Classification Using Ontologies to Expand Features in Smart Environments», in Ubiquitous Computing and Ambient Intelligence: 11th International Conference, UCAmI 2017, Philadelphia, PA, USA, November 7-10, 2017, Proceedings, 2017, pp. 381-393.
 10.1007/978-3-319-67585-5_40 Salguero.pdf793.3 KB
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
Macarena Espinilla, Chris Nugent Computational Intelligence for Smart Environments
International Journal of Computational Intelligence Systems, vol. 10, 1 vol., pp. 1250-1251, 2017.
 10.2991/ijcis.10.1.83 ijcis_10_1250_1251.pdf455.82 KB
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
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, Jun Liu, Juan Chamizo Recent Advancements in Ubiquitous Computing
Journal of Ambient Intelligence and Humanized Computing, vol. 8, 4 vol., pp. 467-468, 2017.
 10.1007/s12652-017-0476-6 10.1007_s12652-017-0476-6(1).pdf335.45 KB
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
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
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, n.º 5, 2017.
 10.1002/dac.3238

2016

Alberto Calzada, Chris Nugent, Macarena Espinilla, Jonathan Synnott, Luis Martínez Activity Recognition Using Dynamic Instance Activation
«Activity Recognition Using Dynamic Instance Activation», 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. 75-83.
 10.1007/978-3-319-48799-1_9 2016_UCAMI_DIA.pdf199.97 KB
Colin Shewell, Chris Nugent, Mark Donnelly, Haiying Wang, Macarena Espinilla Indoor localisation through object detection within multiple environments utilising a single wearable camera
Health and Technology, pp. 1-10, 2016.
 10.1007/s12553-016-0159-x Colin2016.pdf586.56 KB
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
Susanna Spinsante, Alberto Angelici, Jens Lundström, Macarena Espinilla, Ian Cleland, Chris Nugent A Mobile Application for Easy Design and Testing of Algorithms to Monitor Physical Activity in the Workplace
Mobile Information Systems, p. 17, 2016.
 10.1155/2016/5126816
Macarena Espinilla, Sixto Campana, Jorge Peláez, Angel Luis García Fuzzy intelligent system for supporting preeclampsia diagnosis from the patient biosignals
«Fuzzy intelligent system for supporting preeclampsia diagnosis from the patient biosignals», in 10th International Conference, UCAmI 2016, San Bartolomé de Tirajana, Gran Canaria, Spain, November 29 - December 2, 2016, Part II, 2016, vol. 10069 LNCS, pp. 3-14.
 10.1007/978-3-319-48746-5_1 2016_UCAMI_Preeclampsia.pdf258.51 KB
Macarena Espinilla, Alberto Fernandez, José Santamaría, Antonio Jesús Rivera Gamificación en procesos de auto-entrenamiento y auto-evaluación
Enseñanza y Aprendizaje de Ingeniería de Computadores, vol. 6. 2016.
Alberto Calzada, Chris Nugent, Macarena Espinilla, Luis Martínez Generalized Dynamic Instance Activation for Activity Recognition
«Generalized Dynamic Instance Activation for Activity Recognition», in 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society August 17-20, 2016, Walt Disney World Resort, Orlando, FL, USA, 2016.
 embc2016albertoFinal.pdf246.7 KB
Macarena Espinilla, Angel Luis García Inteligencia ambiental. Una ventana abierta a oportunidades de futuro
EIOVA. Ciencia i Creatividad Social, vol. 1, n.º 1. Jaén. España: Fundación Ageing Lab, 2016.
 eiova11.pdf4.75 MB
Chris Nugent, Jonathan Synnott, Celeste Gabrielli, Shuai Zhang, Macarena Espinilla, Alberto Calzada, Jens Lundström, Ian Cleland, Kare Synnes, Josef Hallberg, Susanna Spinsante, Miguel Barrios Improving the Quality of User Generated Data Sets for Activity Recognition
«Improving the Quality of User Generated Data Sets for Activity Recognition», in 10th International Conference, UCAmI 2016, San Bartolomé de Tirajana, Gran Canaria, Spain, November 29 - December 2, 2016, Part II, 2016, vol. LNCS 10070.
 10.1007/978-3-319-48799-1_13 2016_UCAMI_ODI.pdf673.98 KB
Chris Nugent, Ian Cleland, Anita Santana, Macarena Espinilla, Jonathan Synnott, Oresti Banos, Jens Lundström, Josef Hallberg, Alberto Calzada An initiative for the creation of open datasets within pervasive healthcare
«An initiative for the creation of open datasets within pervasive healthcare», in PervasiveHealth 2016, 2016.
 10.4108/eai.16-5-2016.2263830
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
Alberto Salguero, Macarena Espinilla Description Logic Class Expression Learning Applied to Sentiment Analysis
«Description Logic Class Expression Learning Applied to Sentiment Analysis», Witold Pedrycz. Shyi-Ming Chen., vol. 639, Switzerland: Springer International Publishing, 2016, pp. 93-111.
 10.1007/978-3-319-30319-2 2016-ASalguero-CapítuloLibro.pdf333.18 KB
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
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.
Francisco Jesús Martínez, Luis Martínez, Macarena Espinilla, Rocío de Andrés Modelo lingüístico difuso para problemas de evaluación con información heterogénea considerando la posible dependencia entre criterios. Aplicación a la evaluación del desempeño integral.
Jaén: , 2016.
 TesisFJMartínezImprenta.pdf7.35 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
Macarena Espinilla, Francisco José Quesada, Francisco Moya, Luis Martínez, Chris Nugent Reducing the Response Time for Activity Recognition Through use of Prototype Generation Algorithms
«Reducing the Response Time for Activity Recognition Through use of Prototype Generation Algorithms», in Inclusive Smart Cities and e-Health, 2015, vol. 9102, pp. 313-318.
 10.1007/978-3-319-19312-0_28 2015-Icost-MEspinilla.pdf113.05 KB
Macarena Espinilla, N Halouani, H Chabchoub Pure linguistic PROMETHEE I and II methods for heterogeneous MCGDM problems
International Journal of Computational Intelligence Systems, vol. 8, pp. 250-264, 2015.
 10.1080/18756891.2015.1001949
Francisco Javier Estrella, Luis Martínez, Macarena Espinilla Herramientas y Utilidades Software de Apoyo a la Toma de Decisión Lingüística y a Procesos de Consenso Bajo Incertidumbre
Jaén: , 2015.
 Tesis-estrella.pdf13.03 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.
Francisco José Quesada, Francisco Moya, Macarena Espinilla, Luis Martínez, Chris Nugent Feature Sub-set Selection for Activity Recognition
«Feature Sub-set Selection for Activity Recognition», in Inclusive Smart Cities and e-Health, 2015, vol. 9102, pp. 307-312.
 10.1007/978-3-319-19312-0_27 2015-Icost-FJQuesada.pdf115.41 KB

2014

Francisco Javier Estrella, Macarena Espinilla, Luis Martínez FLINTSTONES: Una suite para la toma de decisiones lingüísticas basada en 2-tuplas lingüísticas y extensiones
Zaragoza (Spain): Universidad de Zaragoza, ESTYLF, pp. 187-192, 2014.
 Estrella2014_ESTYLF.pdf3.5 MB
Francisco Javier Estrella, Macarena Espinilla, Luis Martínez A Fuzzy Linguistic Decision Tools Enhancement Suite to Solve Linguistic Decision Making problems
«A Fuzzy Linguistic Decision Tools Enhancement Suite to Solve Linguistic Decision Making problems», 2014, pp. 376-381.
 Estrella2014_FLINS.pdf812.34 KB
Macarena Espinilla, J Montero, J.T Rodríguez Computational Intelligence in Decision Making
International Journal of Computational Intelligence Systems, vol. 7, pp. 1-5, 2014.
K. Pérez-Teruel, M Leyva-Vázquez, Macarena Espinilla Computación con palabras en la toma de decisiones mediante mapas cognitivos difusos
Revista Cubana de Ciencias Informáticas, vol. 8. Universidad de las Ciencias Informáticas (Cuba), pp. 19-34, 2014.
Macarena Espinilla, Francisco Jesús Martínez, Francisco Javier Estrella Integration of Dependent Features on Sensory Evaluation Processes
«Integration of Dependent Features on Sensory Evaluation Processes», 2014, pp. 240-249.
 Espinilla2014_JRS.pdf3.83 MB
Francisco Javier Estrella, Macarena Espinilla, Francisco Herrera, Luis Martínez FLINTSTONES: A fuzzy linguistic decision tools enhancement suite based on the 2-tuple linguistic model and extensions
Information Sciences, vol. 280, pp. 152-170, 2014.
Antonio Jesús Rivera, Macarena Espinilla, Alberto Fernandez, José Santamaría, Francisco Charte Propuesta de una asignatura de Diseño de Servidores para la especialidad de Tecnologías de Información
Enseñanza y Aprendizaje de Ingeniería de Computadores, vol. 4. 2014.
Francisco Javier Estrella, Rosa María Rodríguez, Macarena Espinilla, Luis Martínez On the Use of Hesitant Fuzzy Linguistic Term Set in FLINTSTONES
«On the Use of Hesitant Fuzzy Linguistic Term Set in FLINTSTONES», 2014, pp. 784-791.
 Estrella2014_FUZZIEEE.pdf502.96 KB
Francisco Javier Estrella, Macarena Espinilla, Luis Martínez Fuzzy Linguistic Olive Oil Sensory Evaluation Model based on Unbalanced Linguistic Scales
Journal of Multiple-valued Logic and Soft Computing, vol. 22, pp. 501-520, 2014.
S. Zapata, Macarena Espinilla, Luis Martínez Modelo lingüístico de toma de decisiones dinámicas muticriterio con información heterogénea
Zaragoza (Spain): Universidad de Zaragoza, ESTYLF, pp. 145-150, 2014.
 Espinilla2014_ESTYLF.pdf1.68 MB

2013

Macarena Espinilla, Sergio Gramajo Modelo Lingüístico de Evaluación de QoS de Red basado en Distancias
Madrid (Spain): AEPIA, pp. 1230-1239, 2013.
 Espinilla2013_LFSC.pdf593.95 KB
Iván Palomares, Macarena Espinilla, D. Parras Sistema de Recomendación de Canciones OL-RadioUJA. Ampliación de Funcionalidades
Revista de Iniciación a la Investigación (Universidad de Jaen), N\textordmasculine Especial: II Jornadas Andaluzas de Informática, vol. 2013. Universidad de Jaén, 2013.
Macarena Espinilla, M Giménez, Sergio Gramajo Decision Analysis Linguistic Framework
«Decision Analysis Linguistic Framework», 2013, pp. 48-59.
 Espinilla2013_JAIIO.pdf304.38 KB
Macarena Espinilla, Rocío de Andrés, Francisco Jesús Martínez, Luis Martínez A 360-degree performance appraisal model dealing with heterogeneous information and dependent criteria
Information Sciences, vol. 222, pp. 459-471, 2013.
Yeleny Zulueta, J Martínez-Moreno, Luis Martínez, Macarena Espinilla A Discriminative Dynamic Index based on Bipolar Aggregation Operators for Supporting Dynamic Multi-criteria Decision Making
«A Discriminative Dynamic Index based on Bipolar Aggregation Operators for Supporting Dynamic Multi-criteria Decision Making», 2013, vol. 228, pp. 237-248.
 Zulueta2013_Agop.pdf115.67 KB
K. Pérez-Teruel, M Leyva-Vázquez, Macarena Espinilla A linguistic software requirement prioritization model with heterogeneous information
«A linguistic software requirement prioritization model with heterogeneous information», 2013.
 Espinilla2013_EUREKA.pdf200.39 KB
L.G. Lemus-Zuñiga, C. Rus-Casas, S Terrasa, Macarena Espinilla Experiencias de tutorización en el Grado de Ingeniería Informática
Castellón: Universitat Jaume I de Castelló, AENUI, pp. 259-266, 2013.
 Espinilla2013_Jenui.pdf433.76 KB

2012

Macarena Espinilla, Francisco Javier Estrella, Luis Martínez A New Unbalanced Linguistic Scale for the Classification of Olive Oil based on the Fuzzy Linguistic Approach
«A New Unbalanced Linguistic Scale for the Classification of Olive Oil based on the Fuzzy Linguistic Approach», 2012, vol. 213, pp. 389-399.
 Espinilla2012_ISKE.pdf297.63 KB
L.G. Lemus-Zuñiga, S Terrasa, C. Rus-Casas, Macarena Espinilla Planes de acción tutorial en el ámbito de la ingeniería. Experiencias en la actividad
JIDINF V Jornada de Innovación Docente. Valencia (Spain): Escuela Técnica Superior de Ingeniería Informática, 2012.
 Espinilla2012_JIDINF.pdf706.21 KB
Macarena Espinilla, Francisco Jesús Martínez, Luis Martínez, Rocío de Andrés Web based Support System for Integral Performance Appraisal
«Web based Support System for Integral Performance Appraisal», 2012, vol. 7, pp. 40-45.
 Espinilla2012_FLINS.pdf2.02 MB
Macarena Espinilla, Iván Palomares, Luis Martínez, Da Ruan A comparative study of heterogeneous decision analysis approaches applied to sustainable energy evaluation
International Journal on Uncertainty, Fuzziness and Knowledge-based Systems, vol. 20, pp. 159-174, 2012.
 10.1142/S0218488512400120
Macarena Espinilla, Jie Lu, J. Ma, Luis Martínez An Extended Version of the Fuzzy Multicriteria Group Decision-Making Method in Evaluation Processes
«An Extended Version of the Fuzzy Multicriteria Group Decision-Making Method in Evaluation Processes», 2012, vol. 297, pp. 191-200.
 Espinilla2012_IPMU.pdf253.12 KB

2011

Macarena Espinilla, Iván Palomares, D. Parras OL-RadioUJA: Ampliación de Funcionalidades
vol. 2. Canillas de Aceituno (Málaga): Universidad de Córdoba, pp. 63-68, 2011.
 Espinilla2011_JAI.pdf1.07 MB
F.J Domínguez-Mayo, Macarena Espinilla, M Escalona, M Mejías A Weighted Quality Evaluation Framework by Applying the Analytic Hierarchy Process
«A Weighted Quality Evaluation Framework by Applying the Analytic Hierarchy Process», 2011, pp. 55-66.
 Espinilla2011_SQM.pdf1.15 MB
Macarena Espinilla, F.J Domínguez-Mayo, M Escalona, M Mejías, M Ross, G Staples A Method Based on AHP to Define the Quality Model of QuEF
«A Method Based on AHP to Define the Quality Model of QuEF», vol. 123, Springer Berlin / Heidelberg, 2011, pp. 685-694.
Macarena Espinilla, Rocío de Andrés, Francisco Jesús Martínez, Luis Martínez A Heterogeneous Evaluation Model for the Assessment of Sustainable Energy Policies
«A Heterogeneous Evaluation Model for the Assessment of Sustainable Energy Policies», vol. 107, Springer Berlin / Heidelberg, 2011, pp. 209-220.
Macarena Espinilla, Jun Liu, Luis Martínez An Extended Hierarchical Linguistic Model for Decision-Making Problems
Computational Intelligence, vol. 27, pp. 489-512, 2011.

2010

Macarena Espinilla, Francisco Jesús Martínez, Luis Martínez Aplicación Web para Evaluación de Desempeño 360 Grados Basada en un Modelo Lingüístico Multigranular
Valencia (Spain): EUSFLAT, pp. 67-74, 2010.
 Espinilla2010_CEDI.pdf1002.16 KB
Rocío de Andrés, Macarena Espinilla, Luis Martínez An Extended Hierarchical Linguistic Model for Managing Integral Evaluation
International Journal of Computational Intelligence Systems, vol. 3, pp. 486-500, 2010.
 10.1080/18756891.2010.9727716
Macarena Espinilla, Iván Palomares, Luis Martínez, M. Pagola, Humberto Bustince Desarrollo y empleo de juegos educativos on-line destinados al auto-entrenamiento y auto-evaluación
Santiago de Compostela (Spain): Universidad de Santiago de Compostela, pp. 535-538, 2010.
 Espinilla2010_JENUI.pdf57.97 KB
Macarena Espinilla, Iván Palomares, Humberto Bustince Design and Development of Online Educational Games Based on Questions
«Design and Development of Online Educational Games Based on Questions», 2010, pp. 484-488.
 Espinilla2010_CSEDU.pdf1.23 MB
Rosa María Rodríguez, Macarena Espinilla, Pedro José Sánchez, Luis Martínez Using Linguistic Incomplete Preference Relations to Cold start Recommendations
Internet Research, vol. 20, pp. 296-315, 2010.
Macarena Espinilla, M.J. Cruz, Iván Palomares Empleo de juegos educativos on-line destinados al auto-entrenamiento y auto-evaluación en la asignatura de Derecho Penal
Almería (Spain): I Congreso de Innovación Docente en Derecho. IUSINNOVA 2010, 2010.
 Espinilla2010_IUSINNOVA.pdf137.28 KB
Macarena Espinilla, Da Ruan, Jun Liu, Luis Martínez A Heterogeneous Evaluation Model for Assessing Sustainable Energy: A Belgian Case Study
«A Heterogeneous Evaluation Model for Assessing Sustainable Energy: A Belgian Case Study», 2010, vol. 1, pp. 227-234.
 Espinilla2010_IEEE.pdf1.1 MB
José Santamaría, Macarena Espinilla, Antonio Jesús Rivera, S. Romero Potenciando el aprendizaje proactivo con ILIAS and WebQuest: aprendiendo a paralelizar algoritmos con GPUs
Santiago de Compostela (Spain): Universidad de Santiago de Compostela, pp. 503-506, 2010.
 Santamaria2010_JENUI.pdf78.18 KB
Iván Palomares, Macarena Espinilla, Luis Martínez Implantation and evaluation of ICT Resources oriented to selflearning and self-assessment
«Implantation and evaluation of ICT Resources oriented to selflearning and self-assessment», 2010, pp. 1146-1149.
 Palomares2010_ICL.pdf385.06 KB
Macarena Espinilla, Iván Palomares, Francisco Mata, Rosa María Rodríguez, A Aguilera, Luis Martínez, Manuel José Barranco, Cinta Zunino, C Castillo Auto-entrenamiento y auto-evaluación a través de juegos educativos
Revista de Iniciación a la Investigación (Universidad de Jaén), vol. 1. Universidad de Jaén, pp. 1-7, 2010.
J.M Merigó, M Casanovas, Macarena Espinilla, Luis Martínez Probabilistic Decision Making with the OWA Operator and the 2-tuple Linguistic Aproach
vol. 2010. Punta Umbría, Huelva (Spain): Universidad de Huelva y European Society for Fuzzy Logic and Technology, 2010.
 Merigo2010_ESTYLF.pdf645.21 KB
Macarena Espinilla, Francisco Jesús Martínez, Luis Martínez A Web based Evaluation Support System by Integral Performance Appraisal
«A Web based Evaluation Support System by Integral Performance Appraisal», 2010, pp. 646-651.
 Espinilla2010_ISKE.pdf481.72 KB
Macarena Espinilla, Luis Martínez Uso de Jerarquías Lingüísticas Extendidas para Mejorar la Representación de Información Lingüística No Balanceada
vol. 2010. Punta Umbría, Huelva (Spain): Universidad de Huelva y European Society for Fuzzy Logic and Technology, pp. 601-606, 2010.
 Espinilla2010_ESTYLF.pdf705.21 KB

2009

Rosa María Rodríguez, Macarena Espinilla, Luis Martínez, Jun Liu Computing with Words Based on a Hybrid Semantic-Symbolic Model
«Computing with Words Based on a Hybrid Semantic-Symbolic Model», 2009, vol. 2, pp. 19-24.
 Rodriguez2009_ISKE.pdf163.48 KB
Luis Martínez, Rosa María Rodríguez, Macarena Espinilla REJA: A Georeferenced Hybrid Recommender System for Restaurants
«REJA: A Georeferenced Hybrid Recommender System for Restaurants», 2009, vol. 2009, pp. 187-190.
 Martinez2009_IEEE.pdf104.13 KB
Macarena Espinilla, Rosa María Rodríguez, Jun Liu, Luis Martínez A Sensory Evaluaton Model with Multiple Linguistic Scales Applied to Affective Test
«A Sensory Evaluaton Model with Multiple Linguistic Scales Applied to Affective Test», 2009, vol. 1, pp. 79-84.
 Espinilla2009_EUROFUSE.pdf194.95 KB
Macarena Espinilla, Rosa María Rodríguez, Luis Martínez, Luis Gonzaga Pérez, Manuel José Barranco SR-REJA. Sistema de Recomendación Híbrido. Georreferenciado
«SR-REJA. Sistema de Recomendación Híbrido. Georreferenciado», 2009, vol. 2009, pp. 147-154.
 Espinilla2009_IADIS.pdf10.32 MB
Macarena Espinilla, Cristina Castillo Martínez Teatro Español del Siglo de Oro. Ejercicios de Autoevaluación
Teatro Español del Siglo de Oro. Ejercicios de Autoevaluación. Jaén: Servicio de publicaciones de la Universidad de Jaén, 2009.
J.M Merigó, Macarena Espinilla The uncertain probabilistic OWA operator
«The uncertain probabilistic OWA operator», 2009, vol. 2009, pp. 201-206.
 Merigo2009_AGOP.pdf5.74 MB
Luis Martínez, Macarena Espinilla, Jun Liu, Luis Gonzaga Pérez, Pedro José Sánchez An Evaluation Model with Unbalanced Linguistic Information:Applied to Olive Oil Sensory Evaluation
Journal of Multiple-Valued Logic and Soft Computing, vol. 15, pp. 229-251, 2009.
Macarena Espinilla, Rosa María Rodríguez, Luis Martínez, Francisco Mata, Jun Liu Optimizing the Method for Building an Extended Linguistic Hierarchy
«Optimizing the Method for Building an Extended Linguistic Hierarchy», 2009, vol. 2009, pp. 815-820.
 Espinilla2009_ISDA_C.pdf2.43 MB
Macarena Espinilla, Luis Martínez, Jun Liu Nuevos Modelos de Evaluación Sensorial con Información Lingüística
Jaén: , 2009.
 TesisMacarena.pdf6.95 MB
Macarena Espinilla, Iván Palomares, Rosa María Rodríguez, Luis Martínez OL-RadioUJA. Radio Colaborativa bajo Licencia Creative Commons
Canillas de Aceituno, Málaga (Spain): Universidad de Córdoba, pp. 93-98, 2009.
 Espinilla2009_JAI.pdf360.69 KB
Rosa María Rodríguez, Macarena Espinilla, Luis Martínez A Comparative Analysis of Symbolic Linguistic Computational Models
«A Comparative Analysis of Symbolic Linguistic Computational Models», 2009, vol. 2009, pp. 108-113.
 Rodriguez2009_IFSA.pdf138.82 KB
Rocío de Andrés, Macarena Espinilla, Rosa María Rodríguez, Luis Martínez Performance Appraisal with Multiple Linguistic Scales
«Performance Appraisal with Multiple Linguistic Scales», 2009, vol. 2, pp. 433-438.
 deAndres2009_ISKE.pdf159.61 KB

2008

Macarena Espinilla, Luis Martínez, Luis Gonzaga Pérez, Jun Liu Modelo de Evaluación Sensorial con Información Lingüística Multigranular para el Aceite de Oliva
Cuencas Mineras (Spain): European Society for Fuzzy Logic and Technology, pp. 249-255, 2008.
 Espinilla2008_ESTYLF.pdf438.57 KB
Luis Martínez, Macarena Espinilla, Jun Liu Extended Linguistic Hierarchies
«Extended Linguistic Hierarchies», 2008, pp. 825-830.
 Martinez2008_ISKE.pdf3.16 MB
Luis Martínez, Macarena Espinilla, Luis Gonzaga Pérez, Jun Liu Extended Linguistic Hierarchies for dealing with Multi-granular Contexts in Decision Making
«Extended Linguistic Hierarchies for dealing with Multi-granular Contexts in Decision Making», 2008, vol. 1, pp. 617-622.
 Martinez2008_FLINS.pdf167.64 KB
Luis Martínez, Manuel José Barranco, Luis Gonzaga Pérez, Macarena Espinilla A knowledge based recommender system with multigranular hierarchical linguistic contexts
«A knowledge based recommender system with multigranular hierarchical linguistic contexts», 2008, vol. 1, pp. 853-858.
 Martinez2008b_FLINS.pdf129.19 KB
Luis Martínez, Luis Gonzaga Pérez, Manuel José Barranco, Macarena Espinilla Improving The Effectiveness of Knowledge Based Recommender Systems Using Incomplete Linguistic Preference Relations
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS) special issue: Fuzzy Approaches in Preference Modelling, Decision Making and Applications, vol. 16, pp. 33-56, 2008.
 10.1142/S0218488508005479
Luis Martínez, Manuel José Barranco, Luis Gonzaga Pérez, Macarena Espinilla A Knowledge Based Recommender System with Multigranular Linguistic Information
International Journal of Computational Intelligence Systems, vol. 1, pp. 312-319, 2008.
 10.1080/18756891.2008.9727620
Luis Martínez, Macarena Espinilla, Luis Gonzaga Pérez A Linguistic Multigranular Sensory Evaluation Model for Olive Oil
International Journal of Computational Intelligence Systems, vol. 1, pp. 148-158, 2008.
 10.1080/18756891.2008.9727612

2007

Luis Martínez, Macarena Espinilla, Luis Gonzaga Pérez Sensory Evaluation Model with Unbalanced Linguistic Information
«Sensory Evaluation Model with Unbalanced Linguistic Information», 2007, pp. 689-694.
 Martinez2007b_ISKE.pdf1.93 MB
Luis Gonzaga Pérez, Luis Martínez, Manuel José Barranco, Macarena Espinilla Sistema de Recomendación Basado En Conocimiento con Información Lingüística
Zaragoza (Spain): European Society for Fuzzy Logic and Technology, pp. 189-196, 2007.
 Perez2007_CEDI.pdf687.08 KB
Luis Martínez, Macarena Espinilla, Luis Gonzaga Pérez, Alberto Salguero Un Modelo Lingüístico Multi-granular para la Evaluación Sensorial del Aceite de Oliva
vol. 1. Zaragoza (Spain): European Society for Fuzzy Logic and Technology, pp. 211-218, 2007.
 Martinez2007_CEDI.pdf416.7 KB
Luis Gonzaga Pérez, Manuel José Barranco, Luis Martínez, Macarena Espinilla Exploiting Linguistic Preference Relations in Knowledge Based Recommendation Systems
«Exploiting Linguistic Preference Relations in Knowledge Based Recommendation Systems», 2007, vol. 1, pp. 7-14.
 Perez2007_EUROFUSE.pdf199.51 KB
Luis Martínez, Luis Gonzaga Pérez, Jun Liu, Macarena Espinilla A Fuzzy Model for Olive Oil Sensory Evaluation
«A Fuzzy Model for Olive Oil Sensory Evaluation», 2007, vol. 4529, pp. 615-624.
 Martinez2007_IFSA.pdf391.95 KB
Luis Martínez, Manuel José Barranco, Luis Gonzaga Pérez, Macarena Espinilla, Fernando Siles A Knowledge Based Recommender System with Multigranular Linguistic Information
«A Knowledge Based Recommender System with Multigranular Linguistic Information», 2007.
 Martinez2007_ISKE.pdf4.04 MB
Luis Martínez, Macarena Espinilla, Luis Gonzaga Pérez Linguistic Sensory Evaluation Model in Multigranular Linguistic Contexts
«Linguistic Sensory Evaluation Model in Multigranular Linguistic Contexts», 2007, pp. 1130-1136.
 Martinez2007_ICFTT.pdf131.28 KB