Publications

2017

  • Segura-Bedmar, I.; Quiros, A.; Martínez, P. Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweets. European Chapter of the Association for Computational Linguistics (EACL). Valencia (Spain), April 2017.
  • Moreno Scheider, J.; Martínez, P.; Martínez-Fernández, J.L. Combining heterogeneous sources in an interactive multimedia content retrieval model. Expert Systems with  Applications, 69: 201-213. 2017.
  • Aizpurua, A. Contributions to Web Accessibility: Device-tailored Evaluation, User-tailored Interface Generation and the Interplay with User Experience. Advisors: Arrue, M.; Vigo, M. University of the Basque Country, Computer Architecture and Technology Department, May 2017.
  • Martínez, R.; Abascal, J.; Arruti, A.; Irigoyen, E.; Martín, J.I.; Muguerza, J. A Stress Classification System Based on Arousal Analysis of the Nervous System. Proceedings of the 3rd International Conference on NeuroRehabilitation (ICNR, 2016). Publicado en la serie Converging Clinical and Engineering Research on Neurorehabilitation II, Biosystems & Biorobotics, 15, 2017.
  • Yera, A.; Perona, I.; Arbelaitz, O.; Muguerza, J. UPV/EHUko eZerbitzu baten modelatzea ikasketa automatikoaren bidez (Modelado de un servicio de la UPV/EHU mediante aprendizaje automático). Proceedings of the Ikergazte Meeting, 2017.
  • Perona, I.; Yera, A.; Arbelaitz, O.; Muguerza, J.; Pérez, E.; Valencia, X. Web elkarrekintzan erabilitako gailuen detekzio automatikoa (Detección automática de dispositivos utilizados en la interacción web). Proceedings of the Ikergazte Meeting, 2017.
  • Yera, A.; Arbelaitz, O.; Jodra, J.L.; Gurrutxaga, I.; Pérez, J.M.; Muguerza, J. Analysis of several decision fusion strategies for clustering validation. Strategy definition, experiments and validation. Pattern Recognition Letters, 85, 2017.
  • Suárez-Paniagua, V.; Segura-Bedmar, I.; Martínez, P. LaBDA Team: Relation Classification between keyphrases via Convolutional Neural Network. International Workshop on Semantic Evaluation (SemEval-2017 ). Task 10: ScienceIE -Extracting Keyphrases and Relations from Scientific Publications. Vancouver (Canada), August 2017.
  • Colón-Ruiz, C.; Segura-Bedmar, I.; Martínez, P. LABDA at SemEval-2017 Task 10: Extracting Keyphrases from Scientific Publications by combining the BANNER tool and the UMLS Semantic Network. . International Workshop on Semantic Evaluation (SemEval-2017 ). Task 10: ScienceIE -Extracting Keyphrases and Relations from Scientific Publications. Vancouver (Canada), August 2017.
  • Colón-Ruiz, C.; Segura-Bedmar, I.; Martínez, P. Combining the BANNER tool with the DINTO ontology for the CEMP task of BioCreative V.5. Proceedings of the BeCalm challenge evaluation workshop, Centro de Supercomputación, Barcelona (Spain), April 2017.
  • Valencia, X. A Web Transcoding Framework Based on User Behaviour Evaluation. Advisors: Abascal, J.; Arrue, M. University of the Basque Country, Computer Architecture and Technology Department, May 2017.

2016

  • Abascal, J.; Azevedo, L.; Cook, A. Is Universal Accessibility on track? Proceedings of the 10th Int. Conf. on Universal Access in HCI. Toronto (Canada), July 2016. Springer-Verlag Berlin-Heidelberg, 2016.
  • Segura-Bedmar, I.; Carruana, A.; Martínez, P. LABDA at the 2016 BioASQ challenge task 4a: Semantic Indexing by using ElasticSearch. BioASQ challenge at BioNLP workshop at ACL. Berlín (Alemania), August 2016.
  • Suárez-Paniagua, V.; Segura-Bedmar, I. Using Recursive Neural Networks to detect and classify drug-drug interactions biomedical texts. 22nd European Conference on Artificial Intelligence. La Haya (Holanda), August/September 2016.
  • Álvarez, A.; Sierra, B.; Arruti, A.; López-Gil, J.-M.; Garay-Vitoria, N. Classifier Subset Selection for the Stacked Generalization Method Applied to Emotion Recognition in Speech. Sensors 2016, 16 (21). DOI: 10.3390/s16010021. http://www.mdpi.com/1424-8220/16/1/21
  • Martínez, P.; Martínez, J.L.; Segura-Bedmar, I.; Moreno-Schneider, J.; Revert, R.; Luna, A. Turning user generated health-related content into actionable knowledge through text analytics services. Computers in Industry, 78,  pp. 43–56. Special Issue Natural Language Processing and Text Analytics in Industry. DOI:10.1016/j.compind.2015.10.006.  url
  • Perona, I. Behaviour modelling with data obtained from the Internet and contributions to cluster validation. Advisors: Arbelaitz, O.; Muguerza, J. University of the Basque Country, Computer Architecture and Technology Department, February 2016.
  • Pérez, J.E.; Valencia, X.; Arrue, M.; Abascal, J. A Usability Evaluation of Two Virtual Aids to Enhance Cursor Accessibility for People with Motor Impairments. Proceedings of the 13th Int Web for All Conference (W4A16). Montreal (Canada), April 2016. ACM, New York, NY, USA.
  • Moreno, L.; Ponsa, P. Atendiendo la diversificación de los sistemas interactivos. Novática, 235, enero-marzo 2016,  Monografía: “Interacción Persona-Ordenador: Visiones y contextos”. http://www.ati.es/novatica/2016/235/Nv235-Presentacion.pdf
  • Núñez, L.;  Segura, I.; Martínez, P. EasyLecto: Un sistema de simplificación léxica de efectos adversos presentes en prospectos de fármacos en español. Procesamiento de Lenguaje Natural, 57, 2016.
  • Martínez, P.;  Moreno,  L.; Abascal J.; Muguerza, J. eGovernAbility: Marco para el desarrollo de servicios personalizables accesibles en la Administración electrónica. Procesamiento de Lenguaje Natural, 57, 2016.
  • Sarasua, E.; Simón, M.; Gamecho, B.; Larraza-Mendiluze, E.; Garay-Vitoria, N. Physiological data acquisition system based on mobile computing. Proceedings of the 10th International Conference on Ubiquitous Computing and Ambient Intelligence (IWAAL & AmIHEALTH included). Canary Islands (Spain), 29th November-2nd December 2016. Springer.
  • Suárez-Paniagua, V. Aproximación al Aprendizaje Profundo para Extracción de Relaciones en textos biomédicos. Congreso Sociedad Española para Procesamiento del Lenguaje Natural (doctoral consortium), SEPLN 2016, 14-16 septiembre 2016.
  • Astigarraga, A.; Arruti, A.; Muguerza, J.; Santana, R.; Martín, J.I.; Sierra, B. User Adapted Motor-Imaginery Brain-Computer Interface by means of EEG Channel Selection Based on Estimation of Distributed Algorithms. Mathematical Problems in Engineering, vol. 2016, article ID 1435321, 2016.
  • Perona, I.; Yera, A.; Arbelatiz, O.; Muguerza, J.; Ragkousis, N.; Arrue, M.; Pérez, J.E.; Valencia, X. Automatic device detection in web interaction. . Actas de la XVII Conf. de la Asociación Española para la Inteligencia Artificial, CAEPIA, 2016.
  • Martínez, R.; Irigoyen, E.; Arruti, A.; Martín, J.I.; Muguerza, J. A proposal for real time stress classification using F-State Machine technique by Analysing of the Nervous System Arousal. Proceedings of the Basque Neuroscience Meeting, Neurogune, 2016.
  • Abascal, J; Barbosa, S.D.J.; Nicolle, C.; Zaphiris, P. Rethinking universal accessibility: a broader approach considering the digital gap. Universal Access in the Information Society, 15(2), 2016.
  • Lazar, J.; Abascal, J.; Barbosa, S.D.J.; et al. Human-Computer Interaction and International Public Policymaking: A Framework for Understanding and Taking Future Actions. Foundations and Trends in Human-Computer Interaction, 9(2), 2016.
  • Ibarguren, I.; Pérez, J.M.; Muguerza, J. J48Consolidated WEKA paketea, adibide ezohikoen patroiak identifikatzeko tresna (J48Consolidated paquete WEKA, herramienta para la detección de anomalías). Ekaia, 29, 2016.
  • Pérez, J.E.; Arrue, M. Virtual Cursors to Enhance Web Accessibility for People with Limited Dexterity: Usability Test Results and Future Directions. ACM SIGACCESS Accessibility and Computing Issue 115, 2016.
  • Ibarguren, I.; Lasarguren, A.; Pérez, J.M.; Muguerza, J.; Gurrutxaga, I.; Arbelaitz, O. BFPART: Best-First PART. Information Sciences, 367-368, 2016.
  • Segura-Bedmar, I.; Núñez, L.F.; Martínez, P. Simplifying Drug Package Leaflets. Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine, Postdam (Germany), August, 2016. CEUR Proceedings Vol 1650, 20-28. pdf

2015

  • Segura-Bedmar, I.; Martínez, P. Pharmacovigilance through the Development of Text Mining and Natural Language Processing Techniques. Journal of Biomedical Informatics 2015,  58. url
  • Abascal, J.; Garay-Vitoria, N.; Guasch, D. Including Design for All in Computing and Telecommunication Engineering Studies in Spain. Engelen J. (ed.) Proceedings of the Engineering4Society. Raising awareness for the societal and environmental role of engineering and (re)training engineers for participatory design, pp.20-27. Leuven (Belgium), June 2015. DOI: 10.1109/Engineering4Society.2015.7177895.
  • Moreno, L. Retos para lograr un m-learning accesible. Proceedings of the II Workshop “Tecnología y Accesibilidad”, UNED – Fundación Vodafone, December 2015, UNED. Video: https://canal.uned.es/mmobj/index/id/47139
  • González-García, M.; Moreno, L.; Martínez, P. A Model-Based Tool to develop an Accessible Media Player. Proceedings of the 17th International ACM SIGACCESS Conference on Computers & Accessibility (ASSETS ’15). Lisboa (Portugal), October 2015, ACM.
  • Moreno, L.; Martínez, P.; Segura-Bedmar, I.; Revert , R. Exploring language technologies to provide support to WCAG 2.0 and E2R guidelines. Proceedings of the XVI International Conference on Human Computer Interaction (Interacción ’15). September 2015, ACM, Article 57, pp: 8 pages. url
  • Segura-Bedmar, I.; Suárez-Paniagua, V.; Martínez, P. Exploring Word Embedding for Drug Name Recognition. Proceedings of the Sixth Workshop on Health Text Mining and Information Analysis. Lisboa (Portugal), September, 2015. pdf
  • Segura-Bedmar, I.; Suárez-Paniagua, V.; Martínez, P. Combining Conditional Random Fields and Word Embeddings for the CHEMDNER-patents task. Proceedings of the Fifth BioCreative Challenge Evaluation Workshop (BIOCREATIVE V). Sevilla (Spain), September  2015. pdf
  • Suárez-Paniagua, V.; Segura-Bedmar, I.; Martínez, P. Word Embedding clustering for Disease Named Entity Recognition. Proceedings of the Fifth BioCreative Challenge Evaluation Workshop (BIOCREATIVE V). Sevilla (Spain), September 2015. pdf
  • González, M. “Integración de Requisitos de Accesibilidad en el Diseño de Interfaces de Agentes de Usuario Multimedia”. PhD Dissertation. Advisor: Moreno, L. Universidad Carlos III de Madrid, Computer Sciencie Department, October 2015. [PDF 4,5 MB]
  • Gamecho, B.; Silva, H.; Guerreiro, J.; Gardeazabal, L.; Abascal, J.A Context-Aware Application to Increase Elderly Users Compliance with Physical Rehabilitation Exercises at Home via Animatronic Biofeedback. Journal of Medical Systems. Vol. 39, No. 135. August 2015. DOI: 10.1007/s10916-015-0296-1.
  • Lojo, A. Combination of web usage, content and structure information for diverse web mining applications in the tourism context and the context of users with disabilities. Advisors: Arbelaitz, O.; Muguerza, J. University of the Basque Country, Computer Architecture and Technology Department, July 2015.
  • Gamecho, B. A Framework for Abstraction and Virtualization of Sensors in Mobile Context-Aware Computing. Advisors: Abascal, J.; Gardeazabal, L. University of the Basque Country, Computer Architecture and Technology Department, July 2015. Borja Gamecho’s PhD dissertation in pdf
  • Pérez, J.E.; Valencia, X.; Arrue, M.; Abascal, J. Elaborating a Web Interface Personalization Process. Proceedings of the XVI International Conference on Human Computer Interaction (Interacción ’15). Vilanova i la Geltrú (Barcelona), September 2015. ACM, New York, NY, USA.
  • Ibarguren, I.; Pérez, J.M.; Muguerza, J. CTCHAID: Extending the Application of the Consolidation Methodology. Proceedings of the 17th Portuguese Conference on Artificial Intelligence (EPIA-2015). Lecture Notes in Artificial Intelligence, Progress in Artificial Intelligence, 9273, pp. 572-577. Springer-Verlag. DOI: 10.1007/978-3-319-23485-4_56. Coimbra (Portugal), September 2015.
  • Ibarguren, I.; Pérez, J.M.; Muguerza, J.; Arbelaitz, O.; Gurrutxaga, I. Remuestreo basado en coverage: construyendo árboles de decisión consolidados robustos. Actas de la XVI Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2015). Key Works, pp. 789-790. Albacete (Spain), Noviembre 2015. http://simd.albacete.org/actascaepia15/papers/00789.pdf
  • Pérez, J.E.; Valencia, X.; Arrue, M.; Abascal, J. Depicting the Keypad Mouse Interface: Exploring Pointing Behaviors of Three Input Devices. Proceedings of the 17th International ACM SIGACCESS Conference on Computers & Accessibility (ASSETS ’15). Lisbon (Portugal), October 2015.
  • Sestorain L., Perona I., Yera A., Arbelaitz O., Muguerza J. Modification of SEP/COP, an efficient method to find the best partition in hierarchical clustering, to improve a link prediction system. Actas de la XVI Conf. de la Asociación Española para la Inteligencia Artificial, CAEPIA, 2015.
  • Miñón, R.; Paternò, F.; Arrue, M.; Abascal, J. Integrating adaptation rules for people with special needs in model-based UI development process. Universal Access in the Information Society. Springer Berlin Heidelberg, 2015.
  • González-García, M.; Moreno, L.; Martínez, P. Approach design of an accessible media player. International Journal Universal Access in the Information Society, 14(1), 2015. url
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