MASTER-TESIEN INGURUKO ARTIKULU ETA KONGRESUETAN PARTE HARTZEAK
ARTICULOS Y PARTICIPACIONES EN CONGRESOS EN TORNO A LAS TESIS DE MASTER

MASTER1">

2019

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  • I. Roman, R. Santana, A. Mendiburu, and J. A. Lozano. Sentiment analysis with genetically evolved Gaussian kernels. In Proceedings of the 2019 Genetic and Evolutionary Conference (GECCO-2019). Prague, Czech Republic. Accepted for publication. Preprint. 2019.
  • I. Roman, R. Santana, A. Mendiburu, and J. A. Lozano. Evolving Gaussian Process kernels for translation editing effort estimation.In Proceedings of the Learning and Intelligent Optimization Conference (LION-2019). Chania. Greece. Accepted for publication. 2019.
  • I. Roman, A. Mendiburu, R. Santana, and J. A. Lozano. Bayesian Optimization approaches for massively multi-modal problems. In Proceedings of the Learning and Intelligent Optimization Conference (LION-2019). Chania. Greece. Accepted for publication. 2019.
  • I. Roman, R. Santana, A. Mendiburu, and J. A. Lozano. Sentiment analysis with genetically evolved Gaussian kernels. arXiv e-print (arXiv:1904.00977). 2019.
  • I. Roman, R. Santana, A. Mendiburu, and J. A. Lozano. Evaluation of sentence embeddings transformations for estimating translation editing effort with Gaussian kernels. Accepted as poster presentation in IWCS Workshop on Vector Semantics for Dialogue and Discourse (VSDD). Gothenburg. Sweden. 2019.
MASTER2">

2018

...

  • Martha C. Suntaxi-Sarango, Pablo F. Ordoñez-Ordoñez, Manuel A. Pesantez-González, Aplicaciones del Deep Learning en la Intermediación Financiera: Revisión Sistemática de Literatura, Ibero-American Symposium on Computer Programming jointly held with the International Congress on Technology Education, 29–30 November 2018, Riobamba, Ecuador, Volume 2018, pp. 47–60 DOI: 10.18502/keg.v3i9.3645
  • Ordoñez-Ordoñez P.F., Herrera-Loaiza D.D., Figueroa-Diaz R., Vulnerabilities in Banking Transactions with Mobile Devices Android: A Systematic Literature Review. In: Botto-Tobar M., Pizarro G., Zúñiga-Prieto M., D’Armas M., Zúñiga Sánchez M. (eds) International Conference on Technology Trends (CITT 2018). Communications in Computer and Information Science, vol 895, pp.104-115. Springer, Cham.
  • P.V. Hidalgo-León, Gender Violence's Models and Discrimination-aware Data Mining. EKAW (Doctoral Consortium), 2018.
  • H. Alatrista-Salas, P.V. Hidalgo-León, M Nuñez-del-Prado, Documents Retrieval for Qualitative Research: Gender Discrimination Analysis, 2018 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6.
  • I. Beñaran-Muñoz, J. Hernández-González, A. Pérez, Crowd Learning with Candidate Labeling: An EM-Based Solution, CAEPIA 2018, 13-23.
  • I. Beñaran-Muñoz, J. Hernández-González, A. Pérez, Weak Labeling for Crowd Learning, CoRR arXiv:1804.10023 (2018).
  • I. Beñaran-Muñoz, On the Study of Crowdsourced Labeled Data and Annotators: Beyond Noisy Labels. In IX Simposio Teoría y Aplicaciones de Minería de Datos, 2018.
  • M. Merino, I. Unanue, Lauki-sareko patroiak kalkulatzea, Pólyaren teoriaren eskutik, EKAIA, 34, 2018ko 2. zenbakia, 1-28, Euskal Herriko Unibertsitateko Zientzia eta Teknologia Aldizkaria, DOI: 10.1387/ekaia.17851
  • L. García-Sardiña, M. Serras, A. del Pozo, ES-Port: a Spontaneous Spoken Human-Human Technical Support Corpus for Dialogue Research in Spanish. Proceedingd of 11th edition of the Language Resources and Evaluation Conference (LREC 2018, 7-12 May 2018, Miyazaki (Japan)), pp.781-785 .
  • L. García-Sardiña, M. Serras, A. del Pozo, Knowledge Transfer for Active Learning in Textual Anonymisation, 6th International Conference on Statistical Language and Speech Processing (SLSP 2018, Mons, Belgium, October 15-16, 2018). Part of the Lecture Notes in Computer Science book series (LNCS), volume 11171, pp. 155-166, Springer.
  • E. Gilabert, E. Konde, A. Arnaiz, B. Sierra, A Hybrid Optimization Algorithm for Standardization of Maintenance Plans, 12th International Symposium on Intelligent Distributed Computing (IDC 2018, 15-17 October 2018, Bilbao). Studies in Computational Intelligence, Springer, pp. 135-144.
  • U. Elordi, L. Unzueta, I. Arganda-Carreras, O. Otaegui, How Can Deep Neural Networks Be Generated Efficiently for Devices with Limited Resources? , X Conference on Articulated Motion and Deformable Objects (AMDO 2018, Palma, Mallorca, Spain, 12-13 July 2018). Lecture Notes in Computer Science 10945, pp. 24-33, Springer 2018, ISBN 978-3-319-94543-9.
  • B. Camino-Pontes, I. Díez, A. Jimenez-Marin, J. Rasero, A. Erramuzpe, P. Bonifazi, S. Stramaglia, S. Swinnen, J. M. Cortés, Interaction Information Along Lifespan of the Resting Brain Dynamics Reveals a Major Redundant Role of the Default Mode Network, Entropy 20(10): 742 (2018).
  • M. Joaristi, E. Serra, F. Spezzano, Inferring Bad Entities Through the Panama Papers Network, 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2018, Aug. 28, 2018 to Aug. 31, 2018, Barcelona), ISSN: 2473-9928, ISBN: 978-1-5386-6052-2 pp: 767-773.
  • E. Serra, A. Sharma, M. Joaristi, O. Korzh, Unknown Landscape Identification with CNN Transfer Learning, 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2018, Aug. 28, 2018 to Aug. 31, 2018, Barcelona), ISSN: 2473-9928, ISBN: 978-1-5386-6052-2 pp: 813-820.
  • O. Korzh, M. Joaristi, E, Serra, Convolutional Neural Network Ensemble Fine-Tuning for Extended Transfer Learning, 2018 IEEE International Congress on Big Data (BigData Congress 2018, 24-25 de octubre de 2018, Barcelona): 110-123.
  • J. Puerta Prieto, A. Brazález, A. Suescun, O. Iparraguirre, U. Atutxa, Standardizing IT Systems on Public Transport: An Eco-Driving Assistance System Case Study, Nets4Cars/Nets4Trains/Nets4Aircraft 2018: 149-158.
  • A. Dominguez, M. Agirre, J. Flórez, A. Lafuente, I. Tamayo, M. Zorrilla, Deployment of a Hybrid Broadcast-Internet Multi-Device Service for a Live TV Programme, TBC 64(1): 153-163 (2018)
  • M. Zorrilla, J. Flórez, A. Lafuente, Á. Martín, J. Montalban, I. G. Olaizola, I. Tamayo, SaW: Video Analysis in Social Media with Web-Based Mobile Grid Computing, IEEE Trans. Mob. Comput. 17(6): 1442-1455 (2018)
  • A. Dominguez, I. Tamayo, M. Zorrilla, J. Flórez, A. Lafuente, Componentizing a Hybrid Broadcast-Internet Multi-Device Media Service, BMSB 2018:
  • D. Torricelli, C. Cortés, N. Lete, A. Bertelsen, J. González-Vargas, A. J. del Ama, I. Dimbwadyo, J. C. Moreno, J. Flórez, J. L. Pons, A Subject-Specific Kinematic Model to Predict Human Motion in Exoskeleton-Assisted Gait, Front. Neurorobot. 2018
  • K. López-Linares, N. Aranjuelo, L. Kabongo, G. Maclair, N. Lete, M. Ceresa, A. García-Familiar, I. Macía, M. Á. González Ballester, Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks, Medical Image Analysis 46: 202-214 (2018)
  • K. López-Linares, N. Lete, L. Kabongo, M. Ceresa, G. Maclair, A. García-Familiar, I. Macía, M. Á. González Ballester, Comparison of regularization techniques for DCNN-based abdominal aortic aneurysm segmentation. ISBI 2018: 864-867
  • A. Pérez, A. Atutxa, A. Casillas, K. Gojenola, Á. Sellart, Inferred joint multigram models for medical term normalization according to ICD, I. J. Medical Informatics 110: 111-117 (2018)
  • I. Goienetxea, I. Mendialdua, B. Sierra, On the Use of Matrix Based Representation to Deal with Automatic Composer Recognition, Australasian Conference on Artificial Intelligence 2018: 531-536.
  • I. Luengo, E. Flouty, P. Giataganas, P. Wisanuvej, J. Nehme, D. Stoyanov, SurReal: enhancing Surgical simulation Realism using style transfer, 29th British Machine Vision Conference, 3-6 September 2018, Newcastle, UK (BMVC): 116
  • O. Zisimopoulos, E. Flouty, I. Luengo, P. Giataganas, J. Nehme, A. Chow, D. Stoyanov, DeepPhase: Surgical Phase Recognition in CATARACTS Videos, 21. International Conference On Medical Image Computing & Computer Assisted Intervention - September 16-20, 2018, Granada (MICCAI 2018): 265-272
  • L. C. Garcéa-Peraza-Herrera, M. Everson, W. Li, I. Luengo, L. Berger, O. Ahmad, L. B. Lovat, H.P. Wang, W. L. Wang, R. J. Haidry, D. Stoyanov, T. Vercauteren, S. Ourselin, Interpretable Fully Convolutional Classification of Intrapapillary Capillary Loops for Real-Time Detection of Early Squamous Neoplasia, CoRR abs/1805.00632 (2018)
  • O. Zisimopoulos, E. Flouty, I. Luengo, P. Giataganas, J. Nehme, A. Chow, D. Stoyanov, DeepPhase: Surgical Phase Recognition in CATARACTS Videos, CoRR abs/1807.10565 (2018)
  • I. Luengo, E. Flouty, P. Giataganas, P. Wisanuvej, J. Nehme, D. Stoyanov, SurReal: enhancing Surgical simulation Realism using style transfer, CoRR abs/1811.02946 (2018)
  • I. Rodriguez, A. Manfré, F. Vella, I. Infantino, E. Lazkano, Talking with Sentiment: Adaptive Expression Generation Behavior for Social Robots, Proceedings of the 19th International Workshop of Physical Agents (WAF 2018), November 22-23, 2018, Madrid, Spain. In book: Advances in Physical Agents, pp.209-223. Advances in Intelligent Systems and Computing book series (AISC, volume 855), Springer. DOI: 10.1007/978-3-319-99885-5_15
  • I. Rodriguez, A. Astigarraga, E. Lazkano, J. M. Martínez-Otzeta, I. Mendialdua, Robots on stage: A cognitive framework for socially interacting robots, Biologically Inspired Cognitive Architectures, Volume 25, August 2018, Pages 17-25, Elsevier.
  • A. López-Zorrilla, M. de Velasco-Vázquez, Jon Irastorza Manso, Javier Mikel Olaso Fernández, Raquel Justo Blanco, María Inés Torres, EMPATHIC: Empathic, Expressive, Advanced Virtual Coach to Improve Independent Healthy-Life-Years of the Elderly, Procesamiento del Lenguaje Natural 61: 167-170 (2018)
  • N. Barrena, J. R. Sánchez, R. J. Ugarte, A. García-Alonso, Proving the efficiency of template matching-based markerless tracking methods which consider the camera perspective deformations, Mach. Vis. Appl. 29(4): 573-584 (2018)
  • A. Jimenez, I. Irigoien, F. Boto, B. Sierra, A. Suarez, A statistical data-based approach to instability detection and wear prediction in radial turning processes, TECNALIA Publications, URI: http://hdl.handle.net/11556/585, ISSN: 1507-2711, DOI: 10.17531/ein.2018.3.8
  • A. Jimenez, F. Boto, I. Irigoien, B. Sierra, G. Rodriguez, Time Series Forecasting in Turning Processes Using ARIMA Model, Proceedings of International Symposium on Intelligent and Distributed Computing (IDC 2018,  15-17 October, Bilbao): Intelligent Distributed Computing XII pp 157-166, Springer. Part of the Studies in Computational Intelligence book series (SCI, volume 798).
  • I. Madrazo, O. Anuyah, Nevena Dragovic, M. S. Pera, ReQuIK: Facilitating Information Discovery for Children Through Query Suggestions, ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR), March 11-15, 2018 in New Brunswick, New Jersey, USA.
  • I. Madrazo, N. Dragovic, O. Anuyah, M.S. Pera, A Multi-perspective Strategy for Recommending Queries for Children, ACM SIGIR Conference on Human Information Interaction and Retrieval, March 11-15, 2018, (CHIIR’18), New Brunswick, NJ, USA.
  • N. Dragovic, I. Madrazo, M.S. Pera, From Recommendation to Curation: When the System Becomes Your Personal Docent, Publication: Computer Science Faculty Publications and Presentations, 2018.
  • M.D. Ekstrand, M. Tian, I. Madrazo, J.D. Ekstrand, O. Anuyah, D. McNeill, M.S. Pera, All The Cool Kids, How Do They Fit In? Popularity and Demographic Biases in Recommender Evaluation and Effectiveness, Proceedings of Machine Learning Research 81:1–15, 2018 Conference on Fairness, Accountability, and Transparency
  • A. Abanda, A study on the discriminatory capacity of the temporal information on supervised time series classification problems, XVIII Conference of the Spanish Association for Artificial Intelligence (CAEPIA), Granada on October 23-26 2018 (Best Doctoral Thesis Project Award).
  • A. Abanda, U. Mori, J.A. Lozano, A review on distance based time series classification, Data Mining and Knowledge Discovery, pp 1–35, First Online: 01 November 2018, Springer.
  • J. Kerexeta, A. Artetxe, V. Escolar, A. Lozano, N. Larburu, Predicting 30-day Readmission in Heart Failure Using Machine Learning Techniques, HEALTHINF 2018, January 19-21, 2018 , Funchal, Madeira, Portugal.
  • N. Larburu, A. Artetxe, V., A. Lozano, J. Kerexeta, Artificial Intelligence to Prevent Mobile Heart Failure Patients Decompensation in Real Time: Monitoring-Based Predictive Model, Mobile Information Systems 2018: 1546210:1-1546210:11 (2018)
  • N. Larburu, M. Arrue, N. Muro, R. Álvarez, J. Kerexeta, Exploring Breast Cancer Patterns for Different Outcomes using Artificial Intelligence, HealthCom 2018: 1-6 N. Larburu, N. Muro, M. Arrue, R. Álvarez, J. Kerexeta, DESIREE - a web-based software ecosystem for the personalized, collaborative and multidisciplinary management of primary breast cancer, HealthCom 2018: 1-2
  • B. Séroussi, J.-B. Lamy, N. Muro, N. Larburu, B. D. Sekar, G. Guézennec, J. Bouaud, Implementing Guideline-Based, Experience-Based, and Case-Based Approaches to Enrich Decision Support for the Management of Breast Cancer Patients in the DESIREE Project, EFMI-STC 2018: 190-194.
  • B. D. Sekar, J.-B. Lamy, N. Muro, A. Ugarriza Pinedo, B. Séroussi, N. Larburu, G. Guézennec, J. Bouaud, F. Guijarro Masero, M. Arrue, H. Wang, Intelligent Clinical Decision Support Systems for Patient-Centered Healthcare in Breast Cancer Oncology, HealthCom 2018: 1-6.
  • M. Graña, J. M. López-Guede, O. Etxaniz, Á. Herrero, J. A. Sáez, H. Quintián, E. Corchado, International Joint Conference SOCO'18-CISIS'18-ICEUTE'18 - San Sebastián, Spain, June 6-8, 2018, Proceedings. Advances in Intelligent Systems and Computing 771, Springer 2019, ISBN 978-3-319-94119-6
  • H. Arregui, E. Loyo, O. Otaegui, O. Arbelaitz, Impact of the road network configuration on map-matching algorithms for FCD in urban environments - IET (The Institution of Engineering and Technology) Intelligent Transport Systems,  Volume 12, Issue 1, February 2018, p. 12 – 21, DOI:  10.1049/iet-its.2017.0061 , Print ISSN 1751-956X, Online ISSN 1751-9578
  • A. Elorza, L. Hernando, A. Mendiburu, J. A. Lozano, Estimating attraction basin sizes of combinatorial optimization problems, Progress in Artificial Intelligence, 7(4): 369-384. 2018.
  • M. Murua, M., A. Suárez, L. N. de Lacalle, R. Santana, A. Wretland, Feature extraction-based prediction of tool wear of Inconel 718 in face turning, Insight-Non-Destructive Testing and Condition Monitoring, 60(8): 443-450. 2018.
  • U. Garciarena, R. Santana, A. Mendiburu, Evolved GANs for generating Pareto set approximations, In Proceedings of the Genetic and Evolutionary Computation Conference, pages 434-441, 2018.
  • U. Garciarena, R. Santana, A. Mendiburu, Expanding variational autoencoders for learning and exploiting latent representations in search distributions, In Proceedings of the Genetic and Evolutionary Computation Conference, pages 849-856, 2018.
  • U. Garciarena, R. Santana, A. Mendiburu, Analysis of the Complexity of the Automatic Pipeline Generation Problem, In Proceedings of the 2018 IEEE Congress on Evolutionary Computation (CEC), pages 1841-1849, 2018.
  • U. Garciarena, A. Mendiburu, R. Santana, Towards a more efficient representation of imputation operators in TPOT, arXiv preprint arXiv:1801.04407.
  • I. Goienetxea, J. M. Martínez-Otzeta, B. Sierra, I. Mendialdua, Towards the use of similarity distances to music genre classification: A comparative study, PLOS ONE, February 14, 2018, https://doi.org/10.1371/journal.pone.0191
  • M. Dowling, T. Lynn, A. Poncelas, A. Way, SMT versus NMT: Preliminary comparisons for Irish. LoResMT@AMTA 2018: 12-20
  • C. Cruz Silva, C.-H. Liu, A. Poncelas, A. Way, Extracting In-domain Training Corpora for Neural Machine Translation Using Data Selection Methods, WMT 2018, pp. 224-231.
  • A. Poncelas, D. Shterionov, A. Way, G. Maillette de Buy Wenniger, P. Passban, Investigating Backtranslation in Neural Machine Translation, CoRR abs/1804.06189 (2018).
  • C.-H. Liu, D. Groves, A. Hayakawa, A. Poncelas, Q. Liu, Understanding Meanings in Multilingual Customer Feedback, CoRR abs/1806.01694 (2018)
  • A. Poncelas, G. Maillette de Buy Wenniger, A. Way, Data Selection with Feature Decay Algorithms Using an Approximated Target Side, CoRR abs/1811.03039 (2018).
  • A. Poncelas, A. Way, K. Sarasola, The ADAPT System Description for the IWSLT 2018 Basque to English Translation Task, CoRR abs/1811.05909 (2018
MASTER3">

2017

  • A. Poncelas, G. Maillette de Buy Wenniger, A.Way, Applying N-gram Alignment Entropy to Improve Feature Decay Algorithms, The Prague Bulletin of Mathematical Linguistics no. 108, 2017, pp.245-256.
  • C.-H. Liu, Y. Moriya, A. Poncelas, D. Groves, 8th International Joint Conference on Natural Language Processing (IJCNLP 2017,  Taipei, Taiwan on November 27 – December 1, 2017) Task 4: Customer Feedback Analysis. : 26-33
  • D. Dzendzik, A. Poncelas, C. Vogel, Q. Liu, ADAPT Centre Cone Team at 8th International Joint Conference on Natural Language Processing (IJCNLP 2017,  Taipei, Taiwan on November 27 – December 1, 2017) Task 5: A Similarity-Based Logistic Regression Approach to Multi-choice Question Answering in an Examinations Shared Task. IJCNLP (Shared Tasks) 2017: 67-72
  • Pilar Vanessa Hidalgo León, The Challenge to Incorporate the Socials Sciences with Computer Science, SIMBig, 2017, pp.223-224
  • U. Saralegui, M. Á. Antón, J. Ordieres-Meré, An IoT−based system that aids learning from human behavior: A potential application for the care of the elderly, 21st International Conference on Circuits, Systems, Communications and Computers (CSCC 2017), Agia Pelagia Beach, Crete Island, Greece, July 14-17, 2017, MATEC Web of Conferences 125, 05010 (2017). DOI: 10.1051/matecconf/201712505010.
  • U. Saralegui, M. Á. Antón, J. Ordieres-Meré, Taking Advantage of an Existing Indoor Climate Monitorization for Measuring Occupancy, July 2017 - WSEAS Transactions on Environment and Development 13:327-334.
  • I. Goienetxea, D. Conklin, Melody transformation with semiotic patterns, Proc. of the 13th International Symposium on CMMR, Matosinhos, Portugal, Sept. 25-28, 2017, pp.477-488.
  • C. Solé, E. Larrea, G. Di Pinto, M. Tellaetxe, C. Henderson, miRNAs in B-cell lymphoma: Molecular mechanisms and biomarker potential, Cancer Letters, Volume 405, Pages 79–89 October 1, 2017. DOI: https://doi.org/10.1016/j.canlet.2017.07.020.
  • U. Garciarena, R. Santana, An extensive analysis of the interaction between missing data types, imputation methods, and supervised classifiers, Expert Systems with Applications 89, 52-65.
  • U. Garciarena, R. Santana, A. Mendiburu, Evolving imputation strategies for missing data in classification problems with TPOT, arXiv preprint arXiv:1706.01120.
  • A. Jiménez, F. Boto, I. Irigoien, B.Sierra, A. Suarez (2017). Stability analysis of radial turning process for Superalloys. Management Systems in Production Engineering, Volume 25, Issue 3, Pages 158–162, ISSN (Online) 2450-5781, DOI: https://doi.org/10.1515/mspe-2017-0023.
  • F. Boto, Z. Lizuain, A. Jimenez. Intelligent Maintenance for Industrial Processes, a Case Study on Cold Stamping, in Proceedings of International Joint Conference SOCO’17-CISIS’17-ICEUTE’17 León, Spain, September 6–8, 2017, pp.157-166, Springer.
  • A. Jiménez, F. Boto, I. Irigoien, B. Sierra, A. Suarez. Instability Detection on a Radial Turning Process for Superalloys in Proceedings of International Joint Conference SOCO’17-CISIS’17-ICEUTE’17 León, Spain, September 6–8, 2017, pp.247-255, Springer.
  • A. Jiménez, I. Irigoien , F. Boto , G. Rodriguez, A. Gonzalez (2017) Optimización de la vida útil de la herramienta en un proceso de torneado. En libro de Actas del XIII Simposio de Control Inteligente, SCI2017.
  • T. Artaza, A. Alberdi, M. Murua, eta alt., Design and integration of WAAM technology and in situ monitoring system in a gantry machine, in Proceedings of Manufacturing Engineering Society International Conference 2017, MESIC 2017, 28-30 June 2017, Vigo (Pontevedra), Spain, Procedia Manufacturing 13 (2017), 778–785, DOI10.1016/j.promfg.2017.09.184.
  • L. Roa, O. Serradilla., M. de Velasco., A. López-Zorrilla, M. Graña, D. Chyzhyk, C. Price. A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI, in M.Kurzynski eta al. (eds.) Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, Advances in Intelligent Systems and Computing 578, Springer, 2018, 377-385.
  • A. López-Zorrilla, M. de Velasco-Vázquez, O. Serradilla-Casado, L. Roa-Barco, Manuel Graña, Darya Chyzhyk, C. C. Price, Brain White Matter Lesion Segmentation with 2D/3D CNN, IWINAC (1) 2017: 394-403
  • M. Graña, O. Echaniz, et al., Automated Segmentation of Visceral Adiposity in MRI in Obese Children, in M.Kurzynski eta al. (eds.) Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, Advances in Intelligent Systems and Computing 578, Springer, 2018,
  • C. Belver, I. Arganda-Carreras, F. Dornaika. Evaluating Age Estimation Using Deep Convolutional Neural Nets. Electronic Imaging 2017 (17), 100-105.
  • B. Séroussi, G. Guézennec, J.-B. Lamy, N. Muro, N. Larburu, B. D. Sekar, C. Prebet, J. Bouaud, Reconciliation of multiple guidelines for decision support: a case study on the multidisciplinary management of breast cancer within the DESIREE project, AMIA 2017.
  • N. Larburu, N. Muro, I. Macía, E. Sanchez, Hui Wang, R. J. Winder, J. Bouaud, B. Séroussi, Augmenting Guideline-based CDSS with Experts Knowledge, HEALTHINF 2017: 370-376
  • N. Muro, N. Larburu, J. Bouaud, J. Belloso, G. Cajaraville, A. Urruticoechea, Augmenting Guideline Knowledge with Non-compliant Clinical Decisions: Experience-Based Decision Support, International Conference on Innovation in Medicine and Healthcare (KES-InMed-17), 217-226.
  • N. Muro, N. Larburu, J. Bouaud, B. Seroussi, Weighting Experience-Based Decision Support on the Basis of Clinical Outcomes' Assessment. Studies in health technology and informatics 244, 33-37
  • A. Núñez-Marcos, G. Azkune, I. Arganda-Carreras, Vision-Based Fall Detection with Convolutional Neural Networks, Wireless Communications and Mobile Computing 2017
  • I. Madrazo, N. Dragovic, M. S. Pera, J. A. Fails, Online searching and learning: YUM and other search tools for children and teachers, Inf. Retr. Journal 20(5): 524-545 (2017).
  • O. Anuyah, I. Madrazo, D. McNeill, M. S. Pera, Can Readability Enhance Recommendations on Community Question Answering Sites?, RecSys Posters 2017.
  • H. Mehrpouyan, I. Madrazo, M.S. Pera, Measuring Personality for Automatic Elicitation of Privacy Preferences, 2017 IEEE Symposium on Privacy-Aware Computing.
  • O. A. Ruiz-Vivanco, Deep Learning as a predictive model to classify handwritten digits. LAJC, volume 4, issue3, p. 73:78, 2017.
  • Diez, I.  et al., and J.M. Cortes.  Enhanced pre-frontal functional-structural networks to support postural control deficits after traumatic brain injury in a pediatric population.  Network Neuroscience 1: 56, 2017
  • I. Vazquez, Hand Gesture Recognition for Sign Language Transcription, Master of Science in Computer Science, Boise State University, USA. https://doi.org/10.18122/B2B136
  • H. Herrero, J. L. Outón, M. Puerto, D. Sallé, K. López de Ipiña, Enhanced Flexibility and Reusability through State Machine-Based Architectures for Multisensor Intelligent Robotics, Sensors Vol.17, No.6, p.1249, Multidisciplinary Digital Publishing Institute.
  • H. Herrero, A. A. Moughlbay, J. L. Outón, D. Sallé, K. López de Ipiña, Skill based robot programming: Assembly, vision and Workspace Monitoring skill interaction, Neurocomputing, Elsevier.
  • J. Uranga, H. Arrizabalaga, G. Boyra, M.C. Hernandez, N. Goñi, I. Arregui, J.A. Fernandes, Y. Yurramendi, J. Santiago, Detecting the presence-absence of bluefin tuna by automated analysis of medium-range sonars on fishing vessels PLOS One, February 2, 2017, http://dx.doi.org/10.1371/journal.pone.0171382
  • M. Serras, M.I. Torres, A. Del Pozo, Online Learning of Attributed Bi-Automata for Dialogue Management in Spoken Dialogue Systems, IbPRIA 2017: 22-31.
  • M. Serras, Errenta aitorpena egiten laguntzeko bot kalakaria, Gipuzkoako Foru Ogasunak antolatutako ‘Fiskalitatea berritzeko ideiak’ lehiaketaren lehen edizioaren 2. saria.
  • M. Serras, M. I. Torres, A. del Pozo, Regularized Neural User Model for Goal-Oriented Spoken Dialogue Systems. IWSDS 2017: 235-245.
  • A. Ibañez, Optimal control of the Lotka–Volterra system: turnpike property and numerical simulations, Journal of Biological Dynamics, Volume 11, Issue 1, pages 25-41, 2017.
  • A. Legarretaetxebarria, M. F. Quartulli, I. García Olaizola, M. Serrano, Optimal scheduling of manufacturing processes across multiple production lines by polynomial optimization and bagged bounded binary knapsack, International Journal on Interactive Design and Manufacturing (IJIDeM)}, vol. 11, no. 1, pp. 83-91.
  • A. Artetxe, A. Beristain, M. Graña, A. Besga (2017) Predicting 30-Day Emergency Readmission Risk. In Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16. ICEUTE 2016. Advances in Intelligent Systems and Computing, vol 527, pp.3-12. Springer, Cham.
  • A. Artetxe, B. Ayerdi, M. Graña, S. Rios, Using Anticipative Hybrid Extreme Rotation Forest to predict emergency service readmission risk, Journal of Computational Science, vol.10, pp.154-161. A. Arbelaiz, A. Moreno, L. Kabongo, A. García-Alonso, X3DOM volume rendering component for web content developers, Multimedia Tools and Applications, vol. 76, no. 11, pp. 125-134.
  • A. Arbelaiz, A. Moreno, L. Kabongo, N. F. Polys, A. García-Alonso, Community-driven extensions to the X3D volume rendering component, Web3D 2017: 1:1-1:9
  • A. Arbelaiz, A. Moreno, L. Kabongo, A. García-Alonso, X3DOM volume rendering component for web content developers, Multimedia Tools and Applications, vol. 76, no. 11, pp. 125-134.
  • A. Arbelaiz, A. Moreno, L. Kabongo, A. García-Alonso,  Volume Visualization Tools for Medical Applications in Ubiquitous Platforms. In: Giokas K., Bokor L., Hopfgartner F. (eds) eHealth 360°. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 181, pp 443-450. (2017) Springer, Cham.
  • A. Arbelaiz, A. Moreno, L. Kabongo, H. V. Díez, A. García-Alonso, Interactive Visualization of DICOM Volumetric Datasets in the Web - Providing VR Experiences within the Web Browser, VISIGRAPP (3: IVAPP) 2017: 108-115
  • A. Astigarraga, J.M. Martínez-Otzeta, I. Rodriguez, B. Sierra, E. Lazkano, Emotional Poetry Generation, Proceedings International Conference on Speech and Computer (SPECOM 2017, September 12-16, 2017 in Hatfield, England, UK at the campus of the University of Hertfordshire), Lecture Notes in Computer Science book series (LNCS, volume 10458, pp. 332-342), Springer.
  • A. Astigarraga, J. M. Martínez-Otzeta, I. Rodriguez, B. Sierra, E. Lazkano, Markov Text Generator for Basque Poetry, Proceedings International Conference on Text, Speech, and Dialogue (TSD 2017, August 27-31, 2017, Praha (Prague), Czech Republic ), Lecture Notes in Computer Science book series (LNCS, volume 10415, pp. 228-236).
  • A. Astigarraga, J.M. Martínez-Otzeta, I. Rodriguez, B. Sierra, E. Lazkano, Poet’s Little Helper: A methodology for computer-based poetry generation. A case study for the Basque language, Proceedings of the Workshop on Computational Creativity in Natural Language Generation (CC-NLG 2017), pp. 2-10, Septiembre 2017, Santiago de Compostela, Spain.
  • I. Rodriguez, J. M. Martínez-Otzeta, E. Lazkano, T. Ruiz, B. Sierra, On how self-body awareness improves autonomy in social robots, Proceedings 2017 IEEE International Conference on Robotics and Biomimetics (ROBIO 2017 Dec. 5 – Dec. 8, 2017, at The Parisian Macao, in Macau, China). DOI: 10.1109/ROBIO.2017.8324661.
  • I. Rodriguez, J. M. Martínez-Otzeta, E. Lazkano, T. Ruiz, Adaptive Emotional Chatting Behavior to Increase the Sociability of Robots, International Conference on Social Robotics Social Robotics: 9th International Conference, ICSR 2017, November 22-24, Tsukuba, Japan, Lecture Notes in Computer Science book series (LNCS, volume 10652, pp. 666-675).
  • I. Rodriguez, A. Astigarraga, T. Ruiz, E. Lazkano, Body Self-Awareness for Social Robots, 2017 International Conference on Control, Artificial Intelligence, Robotics & Optimization (ICCAIRO 2017), 20-22 May 2017, Prague, Czech Republic. Proceedings IEEE Catalog Number: CFP17L51-POD, pp.69-74.
  • A. Aguado, I. Rodríguez, E. Lazkano, B. Sierra. Supervised + Unsupervised Classification for Human Pose Estimation with RGB-D Images: A First Step Towards a Rehabilitation System. Converging Clinical and Engineering Research on Neurorehabilitation II, 795-800, 2017.
  • N. Aginako, G. Echegaray, J.M.Martínez-Otzeta, I. Rodríguez, E. Lazkano, B. Sierra, Iris matching by means of Machine Learning paradigms: A new approach to dissimilarity computation, Pattern Recognition Letters, Volume 91, 1 May 2017, Pages 60-64.
  • I. Rodríguez, A. Aguado, O. Parra, E. Lazkano, B. Sierra. NAO Robot as Rehabilitation Assistant in a Kinect Controlled System. Converging Clinical and Engineering Research on Neurorehabilitation II, 419-423, 2017.
MASTER4">

2016

  • S. Cutchin, I. Vazquez, Synchronized Shared Scene Viewing in Mixed VR Devices in Support of Group Collaboration, Proceedings of 13th International Conference on Cooperative Design, Visualization, and Engineering (CDVE 2016), Sydney, Australia: 348-352. Lecture Notes in Computer Science book series (LNCS, volume 9929), Springer. Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 9929).
  • I. Vazquez, S. Cutchin, Synchronized scene views in mixed virtual reality for guided viewing, Proceedings of the 26th International Conference on Artificial Reality and Telexistence and the 21st Eurographics Symposium on Virtual Environments, Little Rock, Arkansas, October 07 - 09, 2016, pp. 77-84. ISBN: 978-3-03868-012-3 doi:10.2312/egve.20161438.
  • M. Serras, N. Perez, M. I. Torres, A. del Pozo, Entropy-Driven Dialog for Topic Classification: Detecting and Tackling Uncertainty, IWSDS 2016, Dialogues with Social Robots, Volume 999 of the series Lecture Notes in Electrical Engineering pp 171-182, Jan 2017, Springer.
  • M. Antoñana, J. Makazaga, A. Murua, Reducing and monitoring round-off error propagation for symplectic implicit Runge-Kutta schemes, Numerical Algorithms 76 (4), 861-880.
  • M. Antoñana, J. Makazaga, A. Murua, Efficient implementation of symplectic implicit Runge-Kutta schemes with simplified Newton iterations, Numerical Algorithms, 1-24. (May 2018, Volume 78, Issue 1, pp 63–86).
  • M. Antoñana, J. Makazaga, A. Murua, New Integration Methods for Perturbed ODEs Based on Symplectic Implicit Runge–Kutta Schemes with Application to Solar System Simulations, Journal of Scientific Computing, 1-21.  https://doi.org/10.1007/s10915-017-0634-1.
  • A. Poncelas, A. Way, A. Toral, Extending Feature Decay Algorithms Using Alignment Entropy,  FETLT 2016: 170-182
  • M. Joaristi, E. Serra, F. Spezzano, Evaluating the impact of social media in detecting health-violating restaurants, 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2016, Aug. 18, 2016 to Aug. 21, 2016 San Francisco, CA, USA), pp.626-633, ISBN: 978-1-5090-2847-4.
  • R. Escobedo, A. Ibañez, E. Zuazua, Optimal strategies for driving a mobile agent in a "guidance by repulsion" model, Communications in Nonlinear Science, Volume 39, October 2016, pages 58–72 - Elsevier.
  • A. Ibañez, R.Escobedo, E. Zuazua, Guidance by repulsion model: Optimal strategies and Simulations, PICOF (Problèmes Inverses, Contrôle et Optimisation de Formes) 2016, Autrans (France), 1-3 Juin.
  • I. Rodriguez, A. Astigarraga, T. Ruiz, E. Lazkano. Singing minstrel robots, a means for improving social behaviors. In Proceedings of the 2016 IEEE International Conference on Robotics and Automation (ICRA), 2902-2907, 16-21 May 2016, Stockholm, Sweden.
  • F. Kraemer, I. Rodriguez, O. Parra, T Ruiz, E. Lazkano. Minstrel robots: Body language expression through applause evaluation. In Proceedings of the 16th International Conference on Humanoid Robots (2016 IEEE-RAS  Cancun, Mexico 15-17 November 2016). Humanoids 2016: 332-337.
  • I. Rodriguez, E. Jauregi, A. Astigarraga, T. Ruiz, E. Lazkano. Standardization of a Heterogeneous Robots Society Based on ROS. Robot Operating System (ROS), Studies in Computational Intelligence book series (SCI, volume 625, , pp 289-313), Springer International Publishing, 2016.
  • I. Mendialdua, G. Echegaray, I. Rodriguez, E. Lazkano, B. Sierra. Undirected cyclic graph based multiclass pair-wise classifier: Classifier number reduction maintaining accuracy. Neurocomputing 171, 1576-1590. 2016.
  • A.A. Moughlbay, H. Herrero, R Pacheco, J.L. Outón, D. Sallé. Reliable Workspace Monitoring in Safe Human-Robot Environment in Proceedings of the International Conference on European Transnational Education, 256-266
  • J. L. Outón, D. Sallé. Reliable Workspace Monitoring in Safe Human-Robot Environment in the Proceedings of International Joint Conference SOCO'16-CISIS'16-ICEUTE'16: San Sebastián, Spain, October 19th-21st, 2016 Proceedings Vol.527, pp.256-266, Springer.
  • M. Alberich, A. Artetxe, E. Santamaría-Navarro, A. Nonell-Canals, G. Maclair, GENESIS—Cloud-Based System for Next Generation Sequencing Analysis: A Proof of Concept, Innovation in Medicine and Healthcare 2016, Smart Innovation, Systems and Technologies, vol 60,  pp 291-300. Springer, Cham.
  • A. Artetxe, G. Epelde, A. Beristain, R. Álvarez Sánchez, Gaining Insight from Physical Activity Data using Similarity-based Interactive Visualization, in Proceedings of the 11th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, (February 2016, Rome, Italy), Volume: 2: IVAPP, pages 117-124.
  • C. Belver, I. Arganda-Carreras, F. Dornaika, Comparative Study of Human Age Estimation Based on Hand-Crafted and Deep Face Features, VAAM/FFER@ICPR 2016: 98-112
  • I. Casanueva, Th. Hain, Ph. Green. Improving Generalisation to New Speakers in Spoken Dialogue State Tracking. In Proceedings of Interspeech 2016, 8-12 Sep 2016, San Francisco, Nelson Morgan , pp.2726-2730.
  • I. Casanueva, Th. Hain, M. Nicolao, Ph. Green. Using phone features to improve dialogue state tracking generalisation to unseen states. In Proceedings of the 17th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL 2016), September 13-15 in Los Angeles, USA, pp.pp. 80–89.
  • H. Kukka, J. Goncalves, K. Wang, T. Puolamaa, J. Louis, M. Mazouzi, L. Roa, Utilizing Audio Cues to Raise Awareness and Entice Interaction on Public Displays, DIS '16 Proceedings of the 2016 ACM Conference on Designing Interactive Systems, Brisbane, QLD, Australia — June 04 - 08, 2016, pp. 807-811. DOI: 10.1145/2901790.2901856
  • E. Imatz-Ojanguren, E. Irigoyen, D. Valencia-Blanco, Th. Keller. Neuro-fuzzy models for hand movements induced by functional electrical stimulation in able-bodied and hemiplegic subjects. Medical Engineering & Physics, Volume 38, Issue 11, November 2016, Pages 1214–1222.
  • E. Imatz-Ojanguren, M. Kostic, N. Chia Bejarano, Th. Keller. Workshop on Transcutaneous Functional Electrical Stimulation. In Emerging Therapies in Neurorehabilitation II, Volume 10 of the series Biosystems & Biorobotics, Springer International Publishing, pp.273-301.
  • R. Bengoechea-Seco, M. Arrieta-Rodríguez, M. Fernández-Modamio, I. Santacoloma-Cabero, J. Gómez de Tojeiro-Roce, B. García-Polavieja, B. Santos-Zorrozúa, D. Gil. Adaptación al español de la escala Internalized Stigma of Mental Illness para valorar el estigma personal. Revista de Psiquiatría y Salud Mental, Elsevier, http://dx.doi.org/10.1016/j.rpsm.2016.01.007 · March 2016
  • I. Roman, J. Ceberio, A. Mendiburu, J. A. Lozano. Bayesian optimization for parameter tuning in evolutionary algorithms. Proceedings of the 2016 IEEE Congress on Evolutionary Computation (CEC 2016),  24-29 July 2016, IEEE.
  • N. Dragovic, I. Madrazo, M.S. Pera. "Is Sven Seven?": A Search Intent Module for Children, SIGIR '16 Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, Pages 885-888, Pisa, Italy — July 17 - 21, 2016, ACM New York, NY, USA
  • I. Madrazo,  Towards Multipurpose Readability Assessment, Master of Science in Computer Science, Boise State University, USA. http://scholarworks.boisestate.edu/td/1210
  • I. Madrazo, M.S. Pera. Is Readability a Valuable Signal for Hashtag Recommendations? Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), Boston, USA, September 17, 2016.
  • I. Madrazo, N. Dragovic, M.S. Pera. Finding, Understanding and Learning: Making Information Discovery Tasks Useful for Children and Teachers. Proceedings of the 2nd International Workshop on Search as Learning, Co-Located with the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2016, 1647.
  • L. Unzueta, N. Aranjuelo, J. Goenetxea, M. Rodríguez, M. T. Linaza, Contextualised learning-free three-dimensional body pose estimation from two-dimensional body features in monocular images, IET Computer Vision, vol. 10, no. 4, pp.299-306.
  • N. Osés, A. Legarretaetxebarria, M. F. Quartulli, I. García Olaizola, M. Serrano, Uncertainty reduction in measuring and verification of energy savings by statistical learning in manufacturing environments
    International Journal on Interactive Design and Manufacturing (IJIDeM), vol. 10, no. 3, pp.291-299.
  • A. Clemotte, H. Arregui, M.A. Velasco, L. Unzueta, J. Goenetxea, U. Elordi, E. Rocon, R. Ceres, J. Bengoechea, E. Jáuregui. Trajectory clustering for the classification of eye-tracking users with motor disorders. In Proceeedings of the XXXVII Jornadas de Automática, Madrid, September 2016.
  • N. Barrena, A. Navarro, D. Oyarzun. A Flexible and Easy-to-Use Platform to Create Advanced Edutainment Applications. In: El Rhalibi A., Tian F., Pan Z., Liu B. (eds) E-Learning and Games. Edutainment 2016. Lecture Notes in Computer Science, vol 9654. Springer, Cham.
  • N. Barrena, A. Navarro, S. García, D. Oyarzun. CoolTour: VR and AR Authoring Tool to Create Cultural Experiences. In book: Intelligent Interactive Multimedia Systems and Services 2016 (KES-IIMSS-16, 9th International KES Conference on Intelligent Interactive Multimedia Systems and Services, Puerto de la Cruz, Tenerife, Spain, June 15-17, 2016), pp.483-489, Springer.
  • I. Luengo, M. Basham, A. P. French, Hierarchical Piecewise-Constant Super-regions, CoRR abs/1605.05937 (2016)
  • M. Darrow, W. Dai, P. Mitchell, I. Luengo, W. Chiu, E. Duke. Organelle changes in a Huntington's disease model using cryogenic soft x-ray tomography. European Microscopy Congress 2016: Proceedings. Wiley-VCH Verlag GmbH & Co. KGaA.
  • I. Luengo, M. Basham, A.P. French. Selective Labeling: Identifying Representative Sub-volumes for Interactive Segmentation. In: Wu G., Coupé P., Zhan Y., Munsell B., Rueckert D. (eds) Patch-Based Techniques in Medical Imaging. Patch-MI 2016. Lecture Notes in Computer Science, vol 9993. Springer, Cham.
  • I. Luengo, M. Basham, A.P. French. SMURFS: superpixels from multi-scale refinement of super-regions. In: British Machine Vision Conference (BMVC 2016), 20-22nd Sept 2016, York, UK.
  • I. Luengo, M. Basham, A. P. French. Fast global interactive volume segmentation with regional supervoxel descriptors, in Medical Imaging 2016: Image Processing, Martin A. Styner; Elsa D. Angelini, Editors, Proceedings of SPIE Vol. 9784 (SPIE, Bellingham, WA 2016).
  • H. Scharr, M. Minervini, A. P. French, Ch. Klukas, D. M. Kramer, X. Liu, I. Luengo, J.-M. Pape, G. Polder, D. Vukadinovic, X. Yin, S.A. Tsaftaris. Leaf segmentation in plant phenotyping: a collation study. Machine Vision and Applications, May 2016, Volume 27, Issue 4, pp 585–606.
  • U. Garciarena, R. Santana. Evolutionary Optimization of Compiler Flag selection by learning and Exploting Flags Interactions. Genetic and Evolutionary Computation Conference (GECCO2016 ) July 20-24 2016 Denver, Colorado, USA. (Best Paper Award).
  • A. Garcia, E. Gilabert, W. Fourati, A gateway framework for System of Systems, IECON 2016: 12-17
  • N. Muro, E. Sanchez, C. Toro, E. Carrasco, S.A. Ríos, F. Guijarro, M. Graña, Experience-Based Electronic Health Records, Cybernetics and Systems, Volume 47, 2016 - Issue 1-2: Smart Experience and Knowledge Engineering for Optimization, Learning, and Classification/Recommendation Problems, pages 126-139.
  • N. Muro, E. Sanchez, M. Graña, E. Carrasco, F. Manzano, J. M. Susperregi, A. Agirre and J. Gómez. Hygehos Ontology for Electronic Health Records. 4th International Conference on Innovation in Medicine and Healthcare (InMed-16) 15-17 June 2016, Tenerife, Spain. (Best Research Paper Award).
  • J. Klement, E. Anglada, I. Garmendia. Advances in automatic thermal model to test correlation in space industry. In Proceedings of the 46th International Conference on Environmental Systems (July 10-14, 2016 ~ Vienna, Austria).
  • I. Garmendia, E. Anglada, H. Vallejo, M. Seco. Accurate calculation of conductive conductances in complex geometries for spacecrafts thermal models. Advances in Space Research Vol.57, 4, pp.1087-1097, Elsevier.
  • I. Garmendia, E. Anglada. Thermal mathematical model correlation through genetic algorithms of an experiment conducted on board the International Space Station. Acta Astronautica. Volumen 122, May–June 2016, pp.63–75, Pergamon.
  • A. Arbelaiz, A. Moreno, L. Kabongo, A. García-Alonso, X3DOM volume rendering component for web content developers, Multimedia Tools and Applications, pp 1–30, Springer Science+Business Media New York 2016
  • J. M. Kroos, I. Díez, J. M. Cortés, S. Stramaglia, L. Gerardo-Giorda, Geometry Shapes Propagation: Assessing the Presence and Absence of Cortical Symmetries through a Computational Model of Cortical Spreading Depression, Front. Comput. Neurosci. 2016.
MASTER5">

2015

  • I. Díez, A. Erramuzpe, I. Escudero, B. Mateos, A. Cabrera, D. Marinazzo, E. J. Sanz-Arigita, S. Stramaglia, J. M. Cortés Diaz, Information Flow Between Resting-State Networks, Brain Connectivity 5(9): 554-564 (2015)
  • Diez, I.  et al., and J.M. Cortes. A novel brain partition highlights the modular skeleton shared by structure and function.  Sci Rep 5:  10532, 2015
  • Alonso-Montes C., Diez I., Remaki L., Escudero I., Mateos B., Rosseel Y, et al. Lagged and instantaneous dynamical influences related to brain structural connectivity. Front. Psychol. 2015;6:1024. FI:2,843(Q1). DOI:10.3389/fpsyg.2015.01024.
  • Amor T.A., Russo R., Diez I. Bharath P., Zirovich M., Stramaglia S., et al. Extreme brain events: Higher-order statistics of brain resting activity and its relation with structural connectivity. Epl-Europhys Lett. 2015;111: 68007. FI:1,963(Q1). DOI:10.1209/0295-5075/111/68007.
  • Diez I., Bonifazi P., Escudero I., Mateos B., Munoz M.A., Stramaglia S., et al. A novel brain partition highlights the modular skeleton shared by structure and function. Sci Rep-Uk. 2015;5:10532. FI:5,228(Q1). DOI:10.1038/srep10532.
  • M. J. Puerto, D. Sallé, J. L. Outón, H. Herrero, Z. Lizuain, Towards a flexible production system Environment Server implementation, EUROCON 2015: 1-6
  • H. Herrero, J. L. Outón, U. Esnaola, D. Sallé, K. López de Ipiña, State Machine Based Architecture to Increase Flexibility of Dual-Arm Robot Programming, IWINAC (2) 2015: 98-106
  • H. Herrero, R. Pacheco, N. Alberdi, M. Rumayor, D. Sallé, K. Lopez de Ipiña. Skills for vision-based applications in robotics application to aeronautics assembly pilot station.
    In Proceeedings IEEE EUROCON 2015 - International Conference on Computer as a Tool (EUROCON), IEEEXplore.
  • I. Casanueva, Th. Hain, H. Christensen, Ph. Green. Knowledge transfer between speakers for personalised dialogue management. In Proceedings of the 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue (2-4 September 2015 Prague, Czech Republic), pp. 12–21, The Association for Computational Linguistics.
  • G. Ocariz, M. Zurutuza, F. Rebon, A. Sorzabal-Alzua. Virtual Visitor's Behavior in Tourism Destinations. Journal of Hospitality and Tourism Management 3(78):160-168 · September 2015.
  • E. Gilabert, S. Fernandez, A. Arnaiz, E. Konde. Simulation of predictive maintenance strategies for cost-effectiveness analysis. In Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, pp.1-9, 2015, Sage Journals.
  • J. Campos, ...,E. Gilabert, ..., The Use of Mobile Technologies and Their Economic Benefits in Maintenance, in Proceedings of the World Congress on Engineering Asset Management (WCEAM 2015,  28th – 30th September 2015 in Tampere, Finland), pp.113-119, Springer.
  • E. Anglada, A. Melendez, I. Vicario, E. Arratibel, I. Aguillo. Adjustment of a High Pressure Die Casting Simulation Model against Experimental Data. Procedia Engineering, 2015, Vol.132, pp. 966–973, Elsevier.
  • E. Anglada, A. Melendez, I. Vicario, E. Arratibel, G. Cangas. Simplified Models for High Pressure Die Casting Simulation. Procedia Engineering, 2015, Vol.132, pp. 974–981, Elsevier.
  • I. Vicario, L. de Landía, G. Mendizabal, N. Toledo, E. Anglada, P. Rodriguez. A novel procedure for the evaluation of new refractories for aluminium furnaces. In Proceedings of the 10th European Conference on Industrial Furnaces and Boilers (INFUB-10, Gaia, Portugal from 7th-10th April 2015).
  • E. Anglada, I. Garmendia. Correlation of thermal mathematical models for thermal control of space vehicles by means of genetic Algorithms. Acta Astronautica, 2015,
    Vol. 108, pp.1-17, Elsevier.
  • A. Melendez, E. Anglada, P.P. Rodriguez, A. Armenteros. Investment Casting Moulds Optimisation by means of Advanced Simulation and Instrumented Fibre-wrapped Moulds. In Proceedings of the European Investment Casters' Federation (EICF). Technical Workshop for Foundry. 2015.
  • M. Serras, N. Pérez, M. I. Torres, A. del Pozo and R. Justo. Topic Classifier for Customer Service Dialog Systems 18th International Conference on Text, Speech and Dialogue, September 14 – 17, 2015, Plezn, Czech Republic.
  • A. Ibañez, Kontrol optimo problema bat Lotka-Volterra ereduarekin: turnpike propietatea eta zenbait ebazpen numeriko, Ikertzaile euskaldunen lehen kongresua, Ikergazte15, Durangon, 2015eko maiatzaren 13, 14 eta 15ean.
  • I. Roman, R. Santana, A. Mendiburu, J.A. Lozano, Kernel hautapen dinamikoa Optimizazio Bayesiarrean, Ikertzaile euskaldunen lehen kongresua, Ikergazte15, Durangon, 2015eko maiatzaren 13, 14 eta 15ean.
  • H. Iribas, M. Sagues, J. Mariñelarena and A. Loayssa, Egituren egoeraren monitorizaziorako zuntz optikoan oinarritutako sentsore sinplifikatua, Ikertzaile euskaldunen lehen kongresua, Ikergazte15, Durangon, 2015eko maiatzaren 13, 14 eta 15ean.
  • A. Astigarraga and I. Rodriguez, Hasi, Bertsobot, Ikertzaile euskaldunen lehen kongresua, Ikergazte15, Durangon, 2015eko maiatzaren 13, 14 eta 15ean.
  • U. Mori, A. Mendiburu, J.A. Lozano. Similarity measure selection for clustering time series databases. IEEE Transactions on Data Mining and Knowledge Engineering. (In press).
  • U. Mori, A. Mendiburu, J.A. Lozano. A preliminary analysis on the effect of time series clustering on short term travel time prediction models. International Work Conference on Time Series Analysis (ITISE2015). July 1-3, Granada.
  •  A. Llaria, G. Terrasson, H. Arregui, A. Hacala-Perret, Geolocation and monitoring platform for extensive farming in mountain pastures,  in Proceedings oh the ICIT 2015 IEEE International Conference on Industrial Technology,  (Seville, Spain, from March 17th to 19th, 2015), IEEExplore.
  • R. Álvarez, A. Murua, A. Artetxe, G. Epelde, A. Beristain,  A platform for user empowerment through Self Ecological Momentary Assessment/Intervention, In Proceedings of the 5th  EAI International Conference on Wireless Mobile Communication and Healthcare (MOBIHEALTH'15, London, Great Britain — October 14 - 16), pages 206-209, 2015.
  • L. Unzueta, W. Pimenta, J. Goenetxea, L. Santos, and F. Dornaika. Efficient deformable 3D face model fitting to monocular images. Bentham Science Publishers, 2015.
  • F. Destelle, A. Ahmadi, K. Moran,..., J. Goenetxea, ..., N. Magnenat Thalmann. A Multi-Modal 3D Capturing Platform for Learning and Preservation of Traditional Sports and Games. In Proceedings of the ACM Multimedia Modeling '15, Brisbane, Australia.
  • N. Barrena, J. R. Sánchez, A. García-Alonso. WaPT - Surface Normal Estimation for Improved Template Matching in Visual Tracking. In Proceedings of the 10th International Conference on Computer Vision Theory and Applications (VISAPP 2015, Berlin, Germany), vol.3, pages 496-503.
  • E. Imatz, M. Kostic,  N. Chia, T. Keller. Workshop on Transcutaneous Functional Electrical Stimulation. Emerging Therapies in Neurorehabilitation II Volume 10 of the series Biosystems & Biorobotics pp 273-301. October 2015. Springer.
  • E. Imatz, E. Irigoyen, D. Valencia, H. Zabaleta and T. Keller Uso de redes neuro-borrosas RFNN para la aproximación del comportamiento de una neuroprótesis de antebrazo en pacientes con daño cerebral XXXVI Jornadas de Automática, 2-4 Septiembre 2015, Bilbao.
  • E. Imatz, E. Irigoyen, D. Valencia, T. Keller Feasibility of Using Neuro-Fuzzy Subject-Specific Models for Functional Electrical Stimulation Induced Hand Movements (I) 9th IFAC Symposium on Biological and Medical Systems Aug. 31 - Sept. 2, 2015, Berlin, Germany.
  • E. Imatz, E. Irigoyen, D. Valencia, T. Keller Resultados preliminares del uso de redes neuro-borrosas para la identificación y modelización de neuroprótesis de miembro superior  XI Simposio CEA de Control Inteligente, Badajoz 24-26 de junio de 2015.
  • B. Ayerdi, M. Graña, Hyperspectral Image Nonlinear Unmixing and Reconstruction by ELM Regression Ensemble, Neurocomputing (in press)
  • B. Ayerdi, O. Echaniz, A. Savio, M. Graña, Automated segmentation of subcutaneous and visceral adipose tissues from MRI, 3rd International Conference on Innovation in Medicine and Healthcare (InMed-15) 11-12 September 2015, Kyoto, Japan.
  • B. Ayerdi, I. Marqués, M. Graña, Spatially regularized semisupervised Ensembles of Extreme Learning Machines for hyperspectral image segmentation, Neurocomputing Volume 149, Part A, 3 February 2015, Pages 373–386.
  • B. Ayerdi, M. Graña, Random Forest Active Learning for Detecting Blood Vessels in Angiography, The 9 International Conference on Computer Recognition Systems CORES 2015 Wroclaw, Poland.
  • Lassalle, P. , Inglada, J. ; Michel, J. et alt., A Scalable Tile-Based Framework for Region-Merging Segmentation, Geoscience and Remote Sensing, IEEE Transactions on Geoscience and Remote Sensing , Volume:53 ,  Issue: 10,  pp.:    5473 - 5485.
  • J. D. Nuñez-Gonzalez, M. Graña, B. Apolloni, Reputation Features for Trust Prediction in Social Networks,  Neurocomputing Volume 166, Pages 1–7, Elsevier.
  • M. Graña, J. D. Nuñez-Gonzalez, An Instance of Social Intelligence in the Internet of Things: Bread Making Recipe Recommendation by ELM Regression, Volume 9121 of the series Lecture Notes in Computer Science pp 16-25, Springer.
  • M. Chaparro,..., A.Arbelaiz,... Tu1291 Infliximab Serum Levels Do Not Predict Remission After the Induction Phase in Crohn's Disease Patients, Gastroenterology
    April 2015, Volume 148, Issue 4, Supplement 1, Page S-849.
  • Erice O, Merino-Azpitarte M, Arbelaiz A, et alt., Molecular Mechanisms of Cholangiocarcinogenesis: New Potential Targets For Therapy, Curr Drug Targets. 2015 Aug 25.
  • Sáenz-Cuesta M, Arbelaiz A, et alt., Methods for extracellular vesicles isolation in a hospital setting, Front Immunol. 2015 Feb 13;6:50.
  • Peña-Rodriguez C, Martucci JF, Arbelaiz A, et alt. Functional properties and in vitro antioxidant and antibacterial effectiveness of pigskin gelatin films incorporated with hydrolysable chestnut tannin, Food Sci Technol Int. 2015 Apr;21(3):221-31.
  • I. Rodriguez, A. Astigarraga, E. Jauregi, D. Salinas, E. Lazkano, T. Ruiz. Robots en un escenario de poesía improvisada. Actas de las XXXVI Jornadas de Automática, 2-4 de septiembre de 2015,  Bilbao. Comité Español de Automática de la IFAC (CEA-IFAC).
  • J. A. Lozano, I. Sánchez. Análisis del espacio de funciones aditivamente descomponibles para dimensiones pequeñas. X Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados - MAEB 2015, 2 a 6 febrero, Mérida, Extremadura. (Premio mejor 'paper').
MASTER6">

2014

  • M. Zurutuza, F. Rebon, J. K. Gerrikagoitia, A. Sorzabal-Alzua. Obtaining the Efficiency of Tourism Destination Website Based on Data Envelopment Analysis. 3rd International Conference on Strategic Innovative Marketing (ICSIM 2014). In Procedia - Social and Behavioral Sciences 175.
  • E. Gilabert,  E. Jantunen, C. Emmanouilidis, A. Starr, A. Arnaiz. Optimizing E-Maintenance Through Intelligent Data Processing Systems. Lectur Notes  in Engineering Asset Management 2011 (pp. 1-9). Springer London.
  • I. Casanueva, H. Christensen, T. Hain, and P. Green, Adaptive speech recognition and dialogue management for users with speech disorders, in Proceedings of Interspeech'14, 2014. (Nominated for best student paper award).
  • H. Christensen, I. Casanueva, S. Cunningham, P. Green, and T. Hain, Automatic selection of speakers for improved acoustic modelling: recognition of disordered speech with sparse data, in Spoken Language Technology Workshop (SLT), 2014.
  • I. Rodriguez, A. Astigarraga, E. Jauregi,  T. Ruiz,  E. Lazkano. Humanizing NAO robot teleoperation using ROS. 2014 IEEE-RAS International Conference on Humanoid Robots, 18-20 Nov. 2014, Madrid.
  • Ibai Roman, R. Santana, A. Mendiburu, and J. A. Lozano. Dynamic Kernel Selection Criteria for Bayesian Optimization.  NIPS 2014 workshop on Bayesian optimization (NIPS-BayesOpt-2014). Nevada, USA.
  • Mori, U., Mendiburu, A., Álvarez, M. & Lozano, J. A. (2014). A Review of Travel Time Estimation and Forecasting for Advanced Traveller Information Systems. Transportmetrica A: Transport Science. pp.  119-157.
  • Raquel Justo, Ohiane Horno, Manex Serras, M.Inés Torres Tracking Emotional Hints in Spoken Interaction Proceedings of IberSpeech 2014, 2014; 216 - 226
  • Urribarri AD, Munoz-Garrido P, Arbelaiz A, et alt. Inhibition of metalloprotease hyperactivity in cystic cholangiocytes halts the development of polycystic liver diseases, Gut. 2014 Oct;63(10):1658-67.
  • A. Moreno, J. Posada, Á. Segura, A. Arbelaiz, A. García-Alonso. Interactive fire spread simulations with extinguishment support for Virtual Reality training tools,  Fire Safety Journal, vol. 64, pages 48–60, Elsevier, 2014.
  • E. Imatz,  T. Keller et alt. Transcutaneous FES-induced pain maps on post-stroke upper limb. Preliminary study. 2014 IEEE 19th International Functional Electrical Stimulation Society Annual Conference (IFESS).
  • A. Artetxe, A. Beristain, L. Kabongo. Activity Classification Using Mobile Phone based Motion Sensing and Distributed Computing.  KES International Conference on Innovation in Medicine and Healthcare (InMed-14).
  • I. Mesa, E. Sanchez, C. Toro, J. Diaz, A.Artetxe et alt. Design and Development of a Mobile Cardiac Rehabilitation System. Cybernetics and Systems: An International Journal, 45:2, 92-108, 2014.
  • A. Mujika, N. Barrena, S. García, D. Oyarzun. Elastic Bone Transformation for Realistic Facial Animation in WebGL, Future Vision and Trends on Shapes, Geometry and Algebra, Springer London, 2014.
  • A. Moreno, Á. Segura, H. Arregui, J. Posada, Á. Ruíz de Infante, N. Canto. Using 2D Contours to Model Metal Sheets in Industrial Machining Processes, Future Vision and Trends on Shapes, Geometry and Algebra, Springer London, , 2014
  • L. Unzueta, W. Pimenta, J. Goenetxea, L. P. Santos, F. Dornaika. Efficient Generic Face Model Fitting to Images and Videos, Image and Vision Computing, 0262-8856, 2014.
  • Galbete E., Yurramendi Y., Datuen bistaratzea estatistika ofizialetan. Ekaia, Ale berezia: 2013a Estatistikaren Nazioarteko Urtea, 2014.
  • A. Perez-Valle, P. Aguirrezabal, S. Sillaurren, Playhist: Play and Learn History. Learning with a Historical Game vs An Interactive Film,  EuroMed 2014: 546-554
  • P. Aguirrezabal, R. Peral, A. Pérez-Valle, S. Sillaurren, Designing history learning games for museums: an alternative approach for visitors' engagement, VRIC 2014: 6:1-6:4
  • Nuñez-Gonzalez J.D., Graña M., Experiments on Trust Prediction based on reputation features, 7th International Conference on Computational Intelligence in Security for Information Systems, Bilbao, Spain, 25-27 June, 2014. Advances in Intelligent Systems and Computing Volume 299, 2014, pp 367-37.
  • J. D. Nuñez-Gonzalez, M. Graña, On the effect of high order reputation information on Trust Prediction in Wikipedia's Vote Network, European Network Intelligence Conference ENIC 2014, Wrocalw, Poland, 29-30 September, 2014.
  • I. Arakistain, J. Albizu, A. Castelruiz. Deckubik: An Unique Open Building Experimental Facility Aimed to Test ICT Based Ambient Assisted Living Products. In Proceedings of the Interacción'14 XV International Conference on Human Computer Interaction (Puerto de la Cruz, Tenerife, Spain — September 10 - 12, 2014), ACM New York, NY, USA.
  • I. Rodriguez, A. Astigarraga, E. Jauregi, T. Ruiz, E. Lazkano. Humanizing NAO robot teleoperation using ROS. In Proceedings of the 14th International Conference on Humanoid Robots (2014 IEEE-RAS, 18 Nov - 20 Nov 2014, Madrid, Spain), Humanoids 2014: 179-186  IEEE.
  • Lassalle P., Inglada J., Michel J., Grizonnet M., Malik J., Accurate Region- Growing Segmentation of Pleiades image,.Award-winning presentation during the JC2 (Journées CNES Jeunes Chercheurs) at the Space city in Toulouse, France. Pléiades days 2014., Toulouse, France, April 2014.
  • Lassalle P., Inglada J., Michel J., Grizonnet M., Malik J., Large Scale Region-Merging Segmentation using the concept of mutuality, Proc. of IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec, Canada, July 2014.
  • L.G. López-Faican, L.A. Chamba-Eras. Redes bayesianas para predecir el estilo de aprendizaje de estudiantes en entornos virtuales. AtoZ: novas práticas em informação e conhecimento, [S.l.], v. 3, n. 2, p. 107-115, dez. 2014.
  • B. Ayerdi, M. Graña, Hybrid Extreme Rotation Forest, Neural Networks Volume 52, April 2014, Pages 33–42.
  • B. Ayerdi, M. Graña, Hyperspectral Image Nonlinear Unmixing by Ensemble ELM Regression., In  Jiuwen Cao et al. (Eds.): Proceedings of ELM-2014 Volume 2, Proceedings in Adaptation, Learning and Optimization, pp. 289-297. Springer.
  • Maiora J., Ayerdi B., Graña M., Random forest active learning for AAA thrombus segmentation in computed tomography angiography images, Neurocomputing Volume 126, pp. 71–77, 2014.
  • A. Artetxe, A. Beristain, L. Kabongo. Activity Classification Using Mobile Phone based Motion Sensing and Distributed Computing, Innovation in Medicine and Healthcare 2014, Donostia-San Sebastian, Spain, 2014.
  • E. Carrasco, E. Sánchez, A. Artetxe, C. Toro, M. Graña, F. Guijarro, J. M. Susperregui, A. Aguirre. Hygehos Home: an innovative remote follow-up system for chronic patients, Innovation in Medicine and Healthcare 2014, Donostia-San Sebastian, Spain, 2014.
  • J. Goenetxea, L. Unzueta, M.T. Linaza, M. Rodriguez, N. O'Connor, K. Moran. Capturing the Sporting Heroes of Our Past by Extracting 3D Movements from Legacy Video Content. In: Ioannides M., Magnenat-Thalmann N., Fink E., Žarnić R., Yen AY., Quak E. (eds) Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection. EuroMed 2014. Lecture Notes in Computer Science, vol 8740, pp. 48-58. Springer, Cham.
  • N. E. O'Connor, Y. Tisserand, A. Chatzitofis, F. Destelle, J. Goenetxea, et alt. Interactive games for preservation and promotion of sporting movements, Proceedings of the 22th European Signal Processing Conference (EUSIPCO 2014), Lisbon, Portugal, 2014.
  • L. Unzueta, J. Goenetxea, M. Rodriguez. Viewpoint-dependent 3D human body posing for sports legacy recovery from images and video, Proceedings of the 22th European Signal Processing Conference (EUSIPCO 2014), Lisbon, Portugal, 2014.
  • J. Barbadillo, N. Barrena, V. Goñi, J. R. Sánchez. Collaborative E-Learning Framework for Creating Augmented Reality Mobile Educational Activities, Ubiquitous Computing and Ambient Intelligence: Personalisation and User Adapted Services. Proceedings of 8th International Conference, UCAmI 2014, Belfast, UK, December 2-5, 2014, pp.52-59.
  • A. Mujika, N. Barrena, S. García, D. Oyarzun. Elastic Bone Transformation for Realistic Facial Animation in WebGL. In: De Amicis R., Conti G. (eds) Future Vision and Trends on Shapes, Geometry and Algebra. Springer Proceedings in Mathematics & Statistics, vol 84. Springer, London, 2014.
  • H. Arregui, A. Moreno, O. Otaegui. Bird Migration Study Tool based on Cartographic Data and GNSS Tracking Systems, 5th Internationational Conference on Cartography and GIS Proceedings, Riviera, Bulgaria, 2014.
  • H. Arregui, P. Krejci, E. Loyo, O. Otaegui. Multilayer Information Management System for Personalized Urban Pedestrian Routing,  19th International Conference on Urban Planning and Regional Development in the Information Society , Vienna, Austria, 2014.
  • H. Arregui, P. Krejci, E. Loyo, O. Otaegui. Heterogeneous Cartographical Datasets Handling for Personalized Urban Pedestrian Routing. The ARGUS Use Case for Blind and Visually Impaired. 5th International Conference on Cartography and GIS Proceedings, Riviera, Bulgaria, 2014 (ICCGIS 2014).
  • E. Anglada, A. Meléndez, L. Maestro, I. Dominguez. Finite Element Model Correlation of an Investment Casting Process. Advances in Materials Processing Technologies MESIC V, 2014, Vol.797, pp.105-110 (Selected, peer reviewed papers from the 5th International Conference of Manufacturing Engineering Society (MESIC 2013), June 26-28, 2013, Zaragoza, Spain).
  • I. Vicario, L. de Landia, G., N. Toledo, E. Anglada, P. Rodriguez. Development of a simulation procedure for the evaluation of new refractories for aluminium furnaces. In Proceedings of the 71st World Foundry Congress (Bilbao, May 19th-21st 2014) – Advanced Sustainable Foundry.
  • A. Meléndez, E. Anglada, L. Maestro, I. Dominguez. More robust processes and more added value for foundries based on inverse modelling and tailor-made software tools. In Proceedings of the 71st World Foundry Congress (Bilbao, May 19th-21st 2014) – Advanced Sustainable Foundry.
  • A. Legarretaetxebarria, K. Alonso, M. Serrano, N. Aginako, I. G. Olaizola. Web-based Platform for Data Management, Analysis and Visualization of Wather and Environmental Monitoring Stations,  5th International Conference on Cartography and GIS Proceedings, Riviera, Bulgaria, 2014 (ICCGIS 2014).
MASTER7">

2013

  • H. Christensen, I. Casanueva, S. Cunningham, P. Green, and T. Hain, HomeService: Voice-enabled assistive technology in the home using cloud-based automatic speech recognition, in 4th Workshop on Speech and Language Processing for Assistive Technologies (SLPAT), 2013.
  • M. Osinalde, A. Astigarraga, I. Rodriguez, M. Agirrezabal. Towards Basque Oral Poetry Analysis: A Machine Learning Approach. In Proceedings of the International Conference Recent Advances in Natural Language Processing RANLP 2013 (9-11 September, 2013, Hissar, Bulgaria), pp. 119-125.
  • Galbete E., Visualización de datos en las estadísticas oficiales. Cuadernos ténicos EUSTAT, Euskal Estatistika Erakundea, 2013.
  • V. Maki-Marttunen, I. Díez, J. M. Cortés, D. R. Chialvo, M. Villarreal, Disruption of transfer entropy and inter-hemispheric brain functional connectivity in patients with disorder of consciousness, Front. Neuroinform. 2013 (2013)
  • Itziar Aldabe, Itziar Gonzalez-Dios, Iñigo Lopez-Gazpio, Ion Madrazo, Montse Maritxalar, Two Approaches to Generate Questions in Basque. Procesamiento del Lenguaje Natural 51: 101-108 (2013).
  • Osinalde M., Astigarraga A., Rodriguez I., Agirrezabal M., Towards Basque Oral Poetry Analysis: A Machine Learning Approach, Proceedings of the International Conference Recent Advances in Natural Language Processing (RANLP), pp. 119-125, Hissar, Bulgaria, 2013.
  • I. Mesa, E. Sánchez, J. Díaz, C. Toro, A. Artetxe, M. Graña, et alt.. GoCardio: A novel approach for mobility in cardiac monitoring', , In Impact: The Journal of Innovation Impact, 2051-6002, 2013.
  • E. Sánchez, C. Toro, A. Artetxe, M. Graña et alt. Bridging challenges of clinical decision support systems with a semantic approach. A case study on breast cancer, Pattern Recognition Letters, 0167-8655, 2013
  • P. V. Hidalgo León, Clasificadores supervisados para el análisis predictivo de muerte y sobrevida materna, Informática 2013, Informática Salud 2013, Gestión del conocimiento, educación y la información para la salud,  XV Convención y Feria Internacional, La Habana, 18-22 de marzo de 2013, ISBN: 978-959-7213-02-4 .
  • Zurutuza M., Midiendo la influencia del espacio en el territorio de Bizkaia en Jornada de 'Estadística en Investigación vs. Investigación en Estadística', Facultad de Ciencia y Tecnología de la UPV/EHU, 9 de octubre de 2013.
  • Uranga J., Urkullu A., Yurramendi Y., Hernandez M.C., et alt. Detecting the presence-absence of bluefin tuna by automated analysis of long-range sonars on fishing vessels. ICES CM 2013
    International Council for the Exploration of the Sea, 23-27 September, 2013, Reykjavik, Iceland.
  • Graña M., Nuñez-Gonzalez J.D., Apolloni B., A discussion on trust requirements for a social network of eahoukers, J.-S. Pan et al. (Eds.) International Conference on Hybrid Artificial Intelligence Systems (HAIS), Salamanca, Spain, 11-13 September, 2013. Proceedings, LNAI 8073, pp. 540--547. Springer, Heidelberg (2013).
  • J. David Nuñez-Gonzalez, Manuel Graña, Predicting Trust From Reputation in a Social Network of Reviewers by ELM,  Fuchen Sun, Kar-Ann Toh, Manuel Grana Romay, Kezhi Mao (Eds.): Adaptation, Learning and Optimization: Extreme Learning Machines 2013: Algorithms and Applications Volume 16,    pp. 179—188 Springer (2014) .
  • Ayerdi B., Maiora J., Graña M., Enhancing Active Learning Computed Tomography Image Segmentation with Domain Knowledge Hybrid Artificial Intelligent Systems, Lecture Notes in Computer Science Volume 8073, pp 491-499, 2013.
  • Imatz E., Hoffmann U., Veneman J., et al., Stimulation Discomfort Comparison of Asynchronous and Synchronous Methods with Multi-Field Surface Electrodes in 18th IFESS (International Functional Electrical Stimulation Society), Annual Conference, 'Bridging Mind and Body', Donostia-San Sebastian, 2013.
  • Mori U., Mendiburu A., Lozano J. A., Time Series Database Characterization and Similarity Measure Selection, en Actas del VII Simposio de Teoría y Aplicaciones de Minería de Datos (TAMIDA), pp. 1427-1436, 2013.
  • E. Anglada, A. Meléndez, L. Maestro, I. Dominguez. Adjustment of Numerical Simulation Model to the Investment Casting Process. In Proceedings of the 5th Manufacturing Engineering Society International Conference (MESIC 2013), pp.75-83.
  • N. Barrena, J. R. Sánchez, A. García-Alonso. A Distributed and Collaborative vSLAM Framework for Real-Time Localisation in Huge Environments for Mobile Devices,  Posters Proceedings of The International Journal of the Eurographics Association, Girona, Spain, May 2013, 11-12.
  • M. Labayen, J. García, A. Legarretaetxebarria, M. Laka. Depth Map based Object Tracking and 3D Positioning for Non-Static Camera, Signal Processing, Pattern Recognition and Applications 2013, Innsbruck, Austria, 2013.
  • I. Barandiaran, O. Maiz, I. Marqués, J. Ugarte, M. Graña. ELM for Retinal Vessel Classification, Extreme Learning Machines 2013: Algorithms and Applications, Beijing, China, 2013.
  • E. Loyo, H. Arregui, O. Otaegui, P. Mínguez. Smart Urban Mobility Application in San Sebastian City,  9th Intelligent Transport Systems (ITS) European Congress, Dublin, Ireland, 2013.
MASTER8">

2012

  • Ayerdi B., Maiora J., Graña M., Active learning of Hybrid Extreme Rotation Forests for CTA image segmentation, 12th International Conference on Hybrid Intelligent Systems (HIS), 4-7 Dec. 2012
  • I. Alberdi, H. Iribas, Á. Martín, N. Aginako. Collaborative Web Platform for Rich Media Educational Material Creation, World Academy of Science, Engineering and Technology, Amsterdam, The Netherlands, 2012.
  • Á. Martín, H. Iribas, I. Alberdi, N. Aginako. Automatic Multimedia Creation Enriched with Dynamic Conceptual Data, International Journal of Interactive Multimedia and Artificial Intelligence, 1989-1660, 2012.
  • Chamba-Eras L.A., Arruarte A., Elorriaga J.A., Modelo de confianza para comunidades virtuales de aprendizaje, en XVI Congreso Internacional de Informática Educativa 2011 (TISE), Santiago de Chile , 30 November to 1-2 December 2011.
  • Chamba-Eras L.A., Arruarte A., Elorriaga J.A., Modelo de Confianza para Objetos de Aprendizaje: Comunidades Virtuales, Editorial Académica Española, 2012.
  • Marques I., Graña M., Face recognition with lattice independent component analysis and extreme learning machines', Journal Soft Computing - A Fusion of Foundations, Methodologies and Applications - Special Issue on Extreme Learning Machines (ELM), Volume 16 Issue 9, pp. 1525-1537, Springer-Verlag Berlin, Heidelberg,  September 2012.
  • Marques I., Graña M., Image Security and Biometrics: A Review, Proceedings of 7th International Conference in Hybrid Artificial Intelligent Systems (HAIS), part 2, Springer 2012 Lecture Notes in Computer Science, pp. 436-447, Salamanca, Spain, March 28-30th, 2012.
  • I. Garmendia, E. Anglada, H. Vallejo, M. Brizuela, N. Insausti. Thermal Control of Tribolab, a materials experiment in the International Space Station
    Proceedings of the 50th Anniversary Conference. Engineering: Science and Technology, 2012.
  • I. Barandiaran, G. Maclair, I. Goienetxea, C. Jauquicoa, M. Graña. A Comparative Study of Classiffier Ensembles for Karyotyping, Advances in Knowledge-Based and Intelligent Information and Engineering Systems, IOS Press, 2012. pp.1400-1407.
  • I. Goienetxea, I. Barandiaran, C. Jauquicoa, G. Maclair, M. Graña. Image Analysis Pipeline for Automatic Karyotyping,  Hybrid Artificial Intelligent Systems. Lecture Notes in Computer Science Volume 7209, 2012, pp 392-403.
  • K. Neubarth, I. Goienetxea, C. Johnson, D. Conklin, Association Mining of Folk Music Genres and Toponyms, ISMIR 2012: 7-12.
  • A. Artetxe, E. Sanchez, C. Toro, C. Sanín, E. Szczerbicki, M. Graña, J. Posada. Speed-up of a Knowledge-Based Clinical Diagnosis System using Reflexive Ontologies, Advances in Knowledge-Based and Intelligent Information and Engineering Systems, IOS Press, 2012. pp.1480-1489.
  • H. Lozano, I. Hernáez, J. Camarena, I. Díez, E. Navas, A Real-Time Sound Recognition System in an Assisted Environment, ICCHP (2) 2012: 385-391
  • I. Rasines, P. M. Iriondo, I. Díez, Real-Time Display Recognition System for Visually Impaired, ICCHP (2) 2012: 623-629
  • H. Lozano, I. Hernáez, J. Camarena, I. Díez, E. Navas, Identification of Sounds and Sensing Technology for Home-Care Applications, IWAAL 2012: 74-81
  • M. Laka, J. García, J. M. Pérez, A. Legarretaetxebarria. GIS and GPS based photorealistic realtime simulations for TV production, 4th International Conference on Cartography & GIS ICC&GIS, Albena, Bulgaria, 2012
  • M. Aristizabal, J. E. Congote, Á. Segura, A. Moreno, H. Arregui, O. Ruiz. Hardware-accelerated Web Visualization of Vector Fields. Case Study in Oceanic Currents, International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (IVAPP-2012), Rome, Italy, 2012.
  • A. Moreno, Á. Segura, H. Arregui, Á. Ruiz de Infante, N. Canto. Real Time 3D Simulation Tool for NC Sheet Metal Cutting and Punching Processes, Industrial Simulation Conference 2012, At Brno, Czech Republic.
  • M. Aristizábal, J. Congote, A. Segura, A. Moreno, H. Arregui, O. E. Ruiz, Hardware-accelerated Web Visualization of Vector Fields - Case Study in Oceanic Currents, GRAPP/IVAPP 2012: 759-763
  • U. Elordi, Á. Segura, J. Goenetxea, A. Moreno, Jon Arambarri. Virtual Reality Interfaces Applied to Web-Based 3D E-Commerce,  Proceedings of 11th Biennial Conference on Engineering Systems Design and Analysis (ESDA 2012), Nantes, France, 2012.
MASTER9">

2011

  • Quispe H.J., Construcción de una aplicación interactiva para el estudio de la opinión de expertos recogida en una encuesta, en III Congreso Internacional de Derecho, Filosofía, Economía, Sociología, Psicología, Educación e Informática en el Mundo Global", Morelia, Michoacán, México, 22-25 octubre 2011.
  • Ceberio J., Mendiburu A., A preliminary study on EDAs for permutation problems based on marginal-based models, in Proceedings of 13th Annual Genetic and Evolutionary Computation Conference (GECCO), pp. 609-616, Dublin, Ireland, July 12-16, 2011.
  • Ceberio J., Mendiburu A., Lozano J. A., Introducing the Mallows Model on Estimation of Distribution Algorithms, in Proceedings of - 18th International Conference Neural Information Processing (ICONIP), Part II, pp. 461-470, Shanghai, China, November 13-17, 2011.
  • Ceberio J., Irurozki E., Mendiburu A., Lozano J. A., A review on estimation of distribution algorithms in permutation-based combinatorial optimization problems. Progress in Artificial Intelligence, 1(1), pp. 103-117, 2011.
  • Hernando L., Pascual J.A., Mendiburu A., Lozano J. A., A study on the complexity of TSP instances under the 2-exchange neighbor system, in Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, FOCI 2011, part of the IEEE Symposium Series on Computational Intelligence 2011, pp. 15-21, Paris, France, 11-15 April 2011.
  • Marques I., Graña M., Experiments on Lattice Independent Component Analysis for Face Recognition, Proceedings of 4th. International Work-Conference on the Interplay between Natural and Artificial Computation (IWINAC), Springer Lecture Notes in Computer Science series, volumes LNCS-6687 (2), pp. 286-294, La Palma, Canary Islands (Spain), 2011.
  • H. Arregui, E. Loyo, B. Orbegozo, I. Jiménez, O. Otaegui. Real Time Software Solution for the Integration of Dynamic On-Demand Services in Rural Public Transport,  IEEE Forum on Integrated and Sustainable Transportation System (FISTS), June 29 2011-July 1 2011 , Vienna, pp.258-263.
MASTER10">

2010

  • Marques I., Graña M., Face Processing for Security: A Short Review, in Proceedings of 4th International Conference on Complex, Intelligent and Software Intensive Systems, pp. 89-96, 2010.
  • Hernando L., Pascual J.A., Mendiburu A., Lozano J. A., Estudio preliminar sobre la complejidad de las instancias del TSP bajo el sistema de vecinos 2-opt, en VII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB), Universidad Politécnica de Valencia, 2010.
  • L. Unzueta, J. Goenetxea. Cyclic and Non-Cyclic Gesture Spotting and Classification in Real-Time Applications, Articulated Motion and Deformable Objects, Lecture Notes in Computer Science Volume 6169, 2010, pp.172-181
  • D. Oyarzun, A. Mujika, A. Álvarez, A. Legarretaetxebarria, A. Arrieta, M. del P. Carretero. High-realistic and flexible virtual presenters, Articulated Motion and Deformable Objects, Lecture Notes in Computer Science Volume 6169, 2010, pp 108-117
  • J. M. Martínez-Otzeta, A. Ibarguren, A. Ansuategi, C. Tubío, J. Aristondo, People following behaviour in an industrial enviroment using laser and stereo camera, Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems (IEA/AIE'10)- Volume Part III pp.508-517, Springer-Verlag Berlin, Heidelberg 2010.
MASTER11">

2009

  • A. Ansuategui, A. Ibarguren, J. Aristondo, L. Susperregi. Shape and Color Recognition Method for Visual Servoing in an Industrial Shop Floor. Proceedings of Towards Autonomous Robotic Systems (TAROS), University of Ulster, Intelligent Systems Research Centre, Technical Report Series, 2009, pp.82-86.