In progress

Alberto Salguero, Javier Medina, Pablo de la Torre, Macarena EspinillaMethodology for improving classification accuracy using ontologies: application in the recognition of activities of daily living
Journal of Ambient Intelligence and Humanized Computing. Germany: Springer-Verlag Berlin Heidelberg, In progress.
Salguero2018.pdf1.68 MB
Macarena Espinilla, Javier Medina, Josef Hallberg, Chris NugentA new approach based on temporal sub-windows for online sensor-based activity recognition
Journal of Ambient Intelligence and Humanized Computing. Germany: Springer-Verlag Berlin Heidelberg, In progress.
Espinilla2018.pdf1.91 MB

2019

María Dolores Pelaez-Aguilera, Macarena Espinilla, Maria Fernandez-Olmo, Javier MedinaFuzzy Linguistic Protoforms to summarize Heart Rate Streams of Patients with Ischemic Heart Disease
Complexity, vol. 2019. ENGLAND: WILEY-HINDAWI, pp. 1-11, 2019.
2694126.pdf3.73 MB

2018

Alberto Salguero, Macarena EspinillaA flexible text analyzer based on ontologies. An application for detecting discriminatory language
Language Resources and Evaluation, vol. 52. Netherlands: Springer, pp. 185-215, 2018.
analyzer.pdf930.12 KB
Javier Medina, Macarena Espinilla, Luis Martínez, Angel Luis GarcíaIntelligent multi-dose medication controller for fever: from wearable devices to remote dispensers
Computers and Electrical Engineering, vol. 65. England: Elsevier Ltd, pp. 400-412, 2018.
Alberto Salguero, Macarena EspinillaOntology-based feature generation to improve accuracy of activity recognition in smart environments
Computers and Electrical Engineering, vol. 68. OXFORD, ENGLAND: PERGAMON-ELSEVIER SCIENCE LTD, pp. 1-13, 2018.
Salguero2018b.pdf831.6 KB
Alberto Salguero, Macarena Espinilla, Pablo de la Torre, Javier MedinaUsing Ontologies for the Online Recognition of Activities of Daily Living
Sensors, vol. 18, n.º 4. SWITZERLAND: MDPI AG, 2018.
ASalguero_sensors.pdf1.91 MB
Macarena Espinilla, Luis Martínez, Javier Medina, Chris NugentThe Experience of Developing the UJAmI Smart Lab
IEEE Access, vol. 6. Estados Unidos: Institute of Electrical and Electronics Engineers Inc., pp. 34631-34642, 2018.
08390914.pdf1.93 MB
Javier Medina, Shuai Zhang, Chris Nugent, Macarena EspinillaEnsemble classifier of Long Short-Term Memory with Fuzzy Temporal Windows on binary sensors for Activity Recognition
Expert Systems with Applications, vol. 114. USA: PERGAMON-ELSEVIER SCIENCE LTD, pp. 441-453, 2018.
2018_ESWA.pdf1.38 MB
Javier Medina, Miguel Angel Lopez Medina, Alberto Salguero, Macarena EspinillaPredicting the Urgency Demand of COPD Patients from Environmental Sensors Within Smart Cities with High-Environmental Sensitivity
IEEE Access, vol. 6. Estados Unidos: Institute of Electrical and Electronics Engineers Inc., pp. 25081-25089, 2018.
Emiro de la Hoz, Paola Ariza-Colpas, Javier Medina, Macarena EspinillaSensor-based datasets for Human Activity Recognition - A Systematic Review of Literature
IEEE Access, vol. 6. USA: Institute of Electrical and Electronics Engineers Inc., pp. 1-19, 2018.
2018-IEEE-Emiro.pdf9.68 MB
Macarena Espinilla, Javier Medina, Gabriel Urzaiz, Pritpal SinghIEEE ACCESS Special Section Editorial: Ambient Intelligence Environments with Wireless Sensor Networks from the Point of View of Big Data and Smart & Sustainable Cities
IEEE Access, vol. 6. Estados Unidos: Institute of Electrical and Electronics Engineers Inc., pp. 72025-72027, 2018.

2017

Pilar Gómez, Antonio Partal, Macarena EspinillaClassification 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. France: Atlantis Press, pp. 78-89, 2017.
C. Shewell, Javier Medina, Macarena Espinilla, Chris Nugent, M. Donnelly, Huimin WangComparison 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. England: Wiley, pp. 1-15, 2017.
3-Comparison.pdf516.99 KB
Macarena Espinilla, Chris NugentComputational Intelligence for Smart Environments
International Journal of Computational Intelligence Systems, vol. 10, 1 vol. Francia, Paris: Atlantis Press, pp. 1250-1251, 2017.
ijcis_10_1250_1251.pdf455.82 KB
Macarena Espinilla, Javier Medina, Angel Luis García, Sixto Campana, Jorge PeláezFuzzy Intelligent System for Patients with Preeclampsia in Wearable Devices
Mobile Information Systems, vol. 2017. England, London: HINDAWI LTD, pp. 1-10, 2017.
MEspinillaMis.pdf2.07 MB
Macarena Espinilla, Javier Medina, Alberto Calzada, Jun Liu, Luis Martínez, Chris NugentOptimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology
Microprocessors and Microsystems, vol. 52. AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV, pp. 381-390, 2017.
Javier Medina, Maria Fernandez-Olmo, M.D. Peláez, Macarena EspinillaReal-Time Monitoring in Home-Based Cardiac Rehabilitation Using Wrist-Worn Heart Rate Devices
Sensors, vol. 17. SWITZERLAND: MDPI AG, 2017.
2017_JMedina_0 (1).pdf6.27 MB
Macarena Espinilla, Jun Liu, Juan ChamizoSpecial Issue on "Recent Advancements in Ubiquitous Computing"
Journal of Ambient Intelligence and Humanized Computing, vol. 8, 4 vol. Germany: Springer-Verlag Berlin Heidelberg, pp. 467-468, 2017.
10.1007_s12652-017-0476-6(1).pdf335.45 KB
Javier Medina, Luis Martínez, Macarena EspinillaSubscribing to fuzzy temporal aggregation of heterogeneous sensor streams in real-time distributed environments
International Journal of Communication Systems, vol. 30, n.º 5. England: Wiley, 2017.

2016

Colin Shewell, Chris Nugent, Mark Donnelly, Haiying Wang, Macarena EspinillaIndoor localisation through object detection within multiple environments utilising a single wearable camera
Health and Technology. Springer Berlin Heidelberg, pp. 1-10, 2016.
Colin2016.pdf586.56 KB
Susanna Spinsante, Alberto Angelici, Jens Lundström, Macarena Espinilla, Ian Cleland, Chris NugentA Mobile Application for Easy Design and Testing of Algorithms to Monitor Physical Activity in the Workplace
Mobile Information Systems. New York (USA): HINDAWI PUBLISHING CORP, p. 17, 2016.

2015

Macarena Espinilla, N Halouani, H ChabchoubPure linguistic PROMETHEE I and II methods for heterogeneous MCGDM problems
International Journal of Computational Intelligence Systems, vol. 8. Taylor and Francis, pp. 250-264, 2015.

2014

Macarena Espinilla, J Montero, J.T RodríguezComputational Intelligence in Decision Making
International Journal of Computational Intelligence Systems, vol. 7. Taylor and Francis, pp. 1-5, 2014.
Francisco Javier Estrella, Macarena Espinilla, Francisco Herrera, Luis MartínezFLINTSTONES: A fuzzy linguistic decision tools enhancement suite based on the 2-tuple linguistic model and extensions
Information Sciences, vol. 280. Elsevier, pp. 152-170, 2014.
Francisco Javier Estrella, Macarena Espinilla, Luis MartínezFuzzy Linguistic Olive Oil Sensory Evaluation Model based on Unbalanced Linguistic Scales
Journal of Multiple-valued Logic and Soft Computing, vol. 22. Old City Publishing, pp. 501-520, 2014.

2013

Macarena Espinilla, Rocío de Andrés, Francisco Jesús Martínez, Luis MartínezA 360-degree performance appraisal model dealing with heterogeneous information and dependent criteria
Information Sciences, vol. 222. Elsevier, pp. 459-471, 2013.

2012

Macarena Espinilla, Iván Palomares, Luis Martínez, Da RuanA comparative study of heterogeneous decision analysis approaches applied to sustainable energy evaluation
International Journal on Uncertainty, Fuzziness and Knowledge-based Systems, vol. 20. World Scientific, pp. 159-174, 2012.

2011

Macarena Espinilla, Jun Liu, Luis MartínezAn Extended Hierarchical Linguistic Model for Decision-Making Problems
Computational Intelligence, vol. 27. Wiley, pp. 489-512, 2011.

2010

Rocío de Andrés, Macarena Espinilla, Luis MartínezAn Extended Hierarchical Linguistic Model for Managing Integral Evaluation
International Journal of Computational Intelligence Systems (IJCIS), vol. 3. Atlantis Press, pp. 486-500, 2010.
Rosa María Rodríguez, Macarena Espinilla, Pedro José Sánchez, Luis MartínezUsing Linguistic Incomplete Preference Relations to Cold start Recommendations
Internet Research, vol. 20. Emerald, pp. 296-315, 2010.

2009

Luis Martínez, Macarena Espinilla, Jun Liu, Luis Gonzaga Pérez, Pedro José SánchezAn Evaluation Model with Unbalanced Linguistic Information:Applied to Olive Oil Sensory Evaluation
Journal of Multiple-Valued Logic and Soft Computing, vol. 15. OCP Science, pp. 229-251, 2009.

2008

Luis Martínez, Manuel José Barranco, Luis Gonzaga Pérez, Macarena EspinillaA Knowledge Based Recommender System with Multigranular Linguistic Information
International Journal of Computational Intelligence Systems, vol. 1. Atlantis Press, pp. 312-319, 2008.
Luis Martínez, Macarena Espinilla, Luis Gonzaga PérezA Linguistic Multigranular Sensory Evaluation Model for Olive Oil
International Journal of Computational Intelligence Systems, vol. 1. Atlantis Press, pp. 148-158, 2008.
Luis Martínez, Luis Gonzaga Pérez, Manuel José Barranco, Macarena EspinillaImproving 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. World Scientific, pp. 33-56, 2008.