Research and transfer groups

Data analysis and cybersecurity

The Data Analysis and Cybersecurity research team is focused on researching, developing and transferring innovative data-driven decision-making solutions to the industry, research centers and society. To this end, the Group investigates intelligent systems, designing, developing and applying machine learning techniques, data mining and Big Data to real problems.

The objective is therefore to make it facilitate companies, technology centers and socio-economic agents to face new challenges and build lasting competitive advantages, with control, analysis and interpretation of the data being the basis for providing differential added value to products and services.

The Group focuses its activities on four lines of research (Information and Communication Security, Industrial Processes, Advanced Manufacturing, and Health Industry), three of which are strategic priorities of the Basque Government (Advanced Manufacturing (which encompasses industrial processes), Energy and Biosciences/Health. Industrial Cybersecurity is an activity that cuts across all of them. 

 

 

Lines of research and knowledge areas

Information and Communications Security

The objective of this research line is to face the new challenges posed by the most recent developments and uses of information technologies, providing solutions to improve trustworthiness in the new ICT landscape through research in new secure and reliable technologies. Our research group is contributing in areas such as: social network security, cyber-physical systems security, SCADA/ICS security, or device and mobile network security.

Intelligent Systems for Industrial Processes

In this line of research, the team focuses its activity on improving processes where automation is involved (metal processing, water purification, foundry processes, injection,...). It makes use of information at the process level, and seeks the optimization of parameters, the process, and the detection of anomalies in the process.

Intelligent Systems for the Healthcare Industry

It focuses on data analysis to aid decision making and improve the quality of patients’ life and healthcare professionals work. To this end, techniques are mainly used to identify patterns and predict human behaviour to help prevent disease or improve the quality of life. Heterogeneous data sources are used following the Big Data paradigm, with medical history, personal data or environmental data being some examples.

Intelligent Systems for Advanced Manufacturing

The Group works to provide manufacturing processes with greater intelligence, monitoring and prediction of manufacturing faults in manufacturing processes (with big data streaming techniques and time series prediction algorithms), and proactive maintenance techniques for manufacturing elements (with root cause analysis, remaining useful life identification and optimization). Data gathered directly from sensors installed in the manufacturing elements is used, as well as CNC, or PLC elements.

 

 Group brochure


From KPI Dashboards to Advanced Visualization

LIBRO_CAPITULO  |  The MANTIS Book. Cyber Physical System Based Proactive Collaborative Maintenance. Editors, Michele Albano, Erkki Jantunen, Gregor Papa, Urko Zurutuza. River Publishers,

Year: 2019  |  ISBN/ISSN: Online 9788793609846

Author: CRAAMER, PETER   GARITANO GARITANO, IÑAKI   GÓNZALEZ, ROBERTO   GORENC NOVAK, MANJA   KANCILIJA, ALEŠ   MARCELIS, QUINTEN   MARTINHO, DIOGO   NIEMELÃ, ANTTI   NOVAK, FRANC   PAPA, GREGOR   POKLUKAR, ŠPELA   PRAÇA, ISABEL   RAUHALA, VILLE   REGUERA BAKHACHE, DANIEL   ŠTERK, MARJAN   URCHEGUI, GORKA   URIBEETXEBERRIA EZPELETA, ROBERTO   VALTONEN, JUHA   VIDMAR, ANJA  

Artificial Neural Network Based Reinforcement Learning for Wind Turbine Yaw Control

ARTICULO  |  Energies. Vol. 12. Nº 3. Special Issue 10 Years Energies - Horizon 2028). 436,

Year: 2019  |  ISBN/ISSN: 19961073

Author: ZULUETA, EKAITZ   FERNANDEZ GAMIZ, UNAI   LOZANO SILVA, JAVIER   LOPEZ-GUEDE, JOSE MANUEL  

The MANTIS Book. Cyber Physical System Based Proactive Collaborative Maintenance

LIBRO  | 

Year: 2019  |  ISBN/ISSN: Online 9788793609846

Author: JANTUNEN, ERKKI   PAPA, GREGOR   ZURUTUZA ORTEGA, URKO  

Introduction

LIBRO_CAPITULO  |  The MANTIS Book. Cyber Physical System Based Proactive Collaborative Maintenance. Editors, Michele Albano, Erkki Jantunen, Gregor Papa, Urko Zurutuza. River Publishers,

Year: 2019  |  ISBN/ISSN: Online 9788793609846

Author: ALBANO, MICHEL   JANTUNEN, ERKKI   LINO FERREIRA, LUIS   ZURUTUZA ORTEGA, URKO  

The capacity of statistical features extracted from multiple signals to predict tool wear in the drilling process

ARTICULO  |  The International Journal of Advanced Manufacturing Technology. Pp 1–14. First Online 22 January,

Year: 2019  |  ISBN/ISSN: Online 14333015

Author: DUO ZUBIAURRE, AITOR   BASAGOITI ASTIGARRAGA, ROSARIO MARIA   ARRAZOLA ARRIOLA, PEDRO JOSE   APERRIBAY ZUBIA, FRANCISCO JAVIER   CUESTA ZABALJAUREGUI, MIKEL  

Success Stories on Real Pilots

LIBRO_CAPITULO  |  The MANTIS Book. Cyber Physical System Based Proactive Collaborative Maintenance. Editors, Michele Albano, Erkki Jantunen, Gregor Papa, Urko Zurutuza. River Publishers,

Year: 2019  |  ISBN/ISSN: Online 9788793609846

Author: AGUIRREGABIRIA, MARÍA   AKÇAY, ALP   ALBANO, MICHELE   ANASAGASTI, MIKEL   ARANBURU, ANDOITZ   BARBIERI, MAURO   BARRUTIA INZA, IBAN   BERGMANN, ANSGAR   BRABANDERE, KAREL DE   BOOSTEN, MARCEL   CASAIS, RUI   CHICO, DAVID   CIANCARINI, PAOLO   DAM, PAULIEN   ORIO, GIOVANNI DI   EERLAND, KAREL   EGUILUZ, XABIER   ESPOSITO, SALVATORE   FÉLIX, CATARINA   FERNANDEZ ANAKABE, JAVIER   LINO FERREIRA, LUIS   FRANKÓ, ATTILA   GABILONDO, IOSU   GARCÍA, RAQUEL   GIJSBERS, JEROEN   GRÄDLER, MATHIAS   HEGEDűS, CSABA   HERNÁNDEZ, SILVIA   JANTUNEN, ERKKI   LARRINAGA BARRENECHEA, FELIX   MOLDOVÁN, ISTVÁN   OLAIZOLA ALBERDI, JON   MONDRAGON, MIKEL   PAPA, GREGOR   POKLUKAR, SPELA   PRAÇA, ISABEL   PRIMI, STEFANO   SAIZ, EDUARDO   RAUHALA, VILLE   RICCARDI, MARIO   SILLITTI, ALBERTO   RODRIGUEZ, JON   ROMERO, RICARDO   SALO, VELI-PEKKA   SÁNCHEZ, MÓNICA   SOARES, CARLOS   SPRONG, HANS   TERWEE, DAAN   ZUGASTI URIGUEN, EKHI   ZURUTUZA ORTEGA, URKO   VARGA, PAL   VEIGA, ALEJANDRO   VIGUERA, MIKEL   VOET, JAAP VAN DER   WEBERS, GODFRIED  

Performance Degradation Monitoring and Quantification: A Wastewater Treatment Plant Case Study

LIBRO_CAPITULO  |  Predictive Maintenance in Dynamic Systems. Editors, E. Lughofer, M. Sayed-Mouchaweh. Springer. First Online: 01 March,

Year: 2019  |  ISBN/ISSN: Online 9783030056452

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   ECIOLAZA ECHEVERRIA, LUKA   URCHEGUI, GORKA   ZURUTUZA ORTEGA, URKO   CRAAMER, PETER  

Providing Proactiveness: Data Analysis Techniques Portfolios

LIBRO_CAPITULO  |  The MANTIS Book. Cyber Physical System Based Proactive Collaborative Maintenance. Editors, Michele Albano, Erkki Jantunen, Gregor Papa, Urko Zurutuza. River Publishers,

Year: 2019  |  ISBN/ISSN: Online 9788793609846

Author: FERNANDEZ ANAKABE, JAVIER   BASURKO, JON   DAM, PAULIEN   FERREIRA, HUGO   FERREIRO, SUSANA   GIJSBERS, JEROEN   HE, SHENG   HEGEDűS, CSABA   HOLENDERSKI, MIKE   HOOGHOUDT, JAN-OTTO   LECUONA MÚGICA, IÑIGO   LETURIONDO, URKO   MARCELIS, QUINTEN   MOLDOVÁN, ISTVÁN   OKAFOR, EMMANUEL   REBELO DE SÁ, CLÁUDIO   ROMERO, RICARDO   SARR, BABACAR   SCHOMAKER, LAMBERT   SHEKAR, ARVIND KUMAR   SOARES, CARLOS   SPRONG, HANS   THEODORSEN, SØREN   TOURWÉ, TOM   URCHEGUI, GORKA   WEBERS, GODFRIED   YANG, YI   ZUBALIY, ANDRIY   ZUGASTI URIGUEN, EKHI   ZURUTUZA ORTEGA, URKO  

Implementation of a Reference Architecture for Cyber Physical Systems to support Condition Based Maintenance

COMUNICACION_CONGRESO  |  International Conference on Control, Decision and Information Technologies (CoDIT). Thessaloniki. 10-13 April,

Year: 2018

Author: LARRINAGA BARRENECHEA, FELIX   GARITANO GARITANO, IÑAKI   ZURUTUZA ORTEGA, URKO   ZUGASTI URIGUEN, EKHI   FERNANDEZ ANAKABE, JAVIER  

Mejorando la Detección de Spam Social Utilizando la Subjetividad

COMUNICACION_CONGRESO  |  Actas de la XV Reunión Española de Criptología y Seguridad de la Información (RECSI). Granada. 3-5 octubre. Pp. 169-173. Universidad de Granada,

Year: 2018  |  ISBN/ISSN: 9788409024636

Author: GARITANO GARITANO, IÑAKI   ITURBE URRETXA, MIKEL   ZURUTUZA ORTEGA, URKO   VELEZ DE MENDIZABAL GONZALEZ, IÑAKI   EZPELETA GALLASTEGI, ENAITZ  

A case study on the use of machine learning techniques for supporting technology watch

ARTICULO  |  Data and Knowledge Engineering. Vol. 117. Pp. 239-251. September,

Year: 2018  |  ISBN/ISSN: 0169023X

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   BARRASA, EKAITZ   LARRINAGA BARRENECHEA, FELIX   CORTEZ, RONNY ADALBERTO   PEREZ RIAÑO, ALAIN   URRUTIA, AINARA  

MEDEA: Monitorizando el espacio nulo para la detección de anomalías en sistemas industriales

COMUNICACION_CONGRESO  |  Actas de la XV Reunión Española de Criptología y Seguridad de la Información (RECSI). Granada. 3-5 octubre. Pp. 212- 216. Universidad de Granada,

Year: 2018  |  ISBN/ISSN: 9788409024636

Author: ZUGASTI URIGUEN, EKHI   GARITANO GARITANO, IÑAKI   ITURBE URRETXA, MIKEL   ZURUTUZA ORTEGA, URKO  

Null is Not Always Empty: Monitoring the Null Space for Field-Level Anomaly Detection in Industrial IoT Environments

COMUNICACION_CONGRESO  |  2018 Global Internet of Things Summit, GIoTS. Pp. 104-109. IEEE,

Year: 2018  |  ISBN/ISSN: 9781538664513

Author: ZUGASTI URIGUEN, EKHI   GARITANO GARITANO, IÑAKI   ITURBE URRETXA, MIKEL   ZURUTUZA ORTEGA, URKO  

Integrando la experiencia de usuario en la evaluación heurística de interfaces digitales

COMUNICACION_CONGRESO  |  Proceedings of the International Conference on Graphics and Interaction (ICGI). Lisboa. 15-16 November. Pp. 65-68. Editors, Manuel J. Fonseca, Antonio Ramires, Teresa Romao. IEEE,

Year: 2018  |  ISBN/ISSN: 9781538620809

Author: ARANBURU Zabalo, Erik   ARANBURU ZABALO, ERIK   ARANBURU ZABALO, ERIK   LASA ERLE, GANIX   MAZMELA ECHAVE, MAITANE   REGUERA BAKHACHE, DANIEL  

Smart home-based prediction of multi-domain symptoms related to Alzheimer's Disease

ARTICULO  |  IEEE Journal of Biomedical and Health Informatics. IEEE. 25 January,

Year: 2018  |  ISBN/ISSN: 21682194

Author: ALBERDI ARAMENDI, ANE   AZTIRIA GOENAGA, ASIER   BARRENECHEA CARRASCO, MAITANE   WEAKLEY, ALYSSA   SCHMITTER-EDGECOMBE, MAUREEN   COOK, DIANE   BASARAB, ADRIAN  

Using smart offices to predict occupational stress

ARTICULO  |  International Journal of Industrial Ergonomics. Vol. 67. Pp. 13–26. September,

Year: 2018  |  ISBN/ISSN: 01698141

Author: ALBERDI ARAMENDI, ANE   AZTIRIA GOENAGA, ASIER   BASARAB, ADRIAN   COOK, DIANE  

Decision Making in Industry 4.0 Scenarios Supported by Imbalanced Data Classification

COMUNICACION_CONGRESO  |  International Symposium on Intelligent and Distributed Computing. IDC 2018: Intelligent Distributed Computing. XII. Pp 121-134. Studies in Computational Intelligence. Vol. 798. Elsevier,

Year: 2018  |  ISBN/ISSN: 9783319996257

Author: AGUIRRE ORTUZAR, AITOR   PARA FERNANDEZ, JESUS   DEL SER, JAVIER   NEBRO, ANTONIO J.  

Understanding human response to tactile stimuli: A Machine Learning approach

COMUNICACION_CONGRESO  |  XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB). Libro de Actas. Ciudad Real, 21-23 noviembre. Ediciones VISILAB,

Year: 2018  |  ISBN/ISSN: 9788409062539

Author: BARRENECHEA CARRASCO, MAITANE   ALBERDI ARAMENDI, ANE   CHINELLATO, E.  

Aging effects on resting state networks after an emotional memory task

COMUNICACION_CONGRESO  |  CASEIB 2018: XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica. Libro de Actas. Ciudad Real, 21-23 noviembre. Pp. 271- 274. Ediciones VISILAB,

Year: 2018  |  ISBN/ISSN: 9788409062539

Author: BARRENECHEA CARRASCO, MAITANE   ERRARTE YARZA, ANE   ISUSQUIZA GARCIA, ERIK   ALBERDI ARAMENDI, ANE  

Automatic assessment of functional health decline in older adults based on smart home data

ARTICULO  |  Journal of Biomedical Informatics. Vol. 81. Pp. 119-130. May,

Year: 2018  |  ISBN/ISSN: 15320464

Author: AZTIRIA GOENAGA, ASIER   ALBERDI ARAMENDI, ANE   WEAKLEY, ALYSSA   COOK, DIANE   SCHMITTER-EDGECOMBE, MAUREEN  

Novel Comment Spam Filtering Method on Youtube: Sentiment Analysis and Personality Recognition

COMUNICACION_CONGRESO  |  International Conference on Web Engineering ICWE 2017: Current Trends in Web Engineering. Lecture Notes in Computer Science book series (LNCS). Vol. 10544. Pp. 228-240. Springer,

Year: 2018  |  ISBN/ISSN: 9783319744322

Author: EZPELETA GALLASTEGI, ENAITZ   ARENAZA NUÑO, IGNACIO   GÓMEZ, JOSE MARÍA   GARITANO GARITANO, IÑAKI   ZURUTUZA ORTEGA, URKO  

Nuevos Paradigmas de Análisis Basados en Contenidos para la Detección del Spam en RRSS = New content-based analysis paradigms for spam detection in RRSS

ARTICULO  |  Procesamiento del Lenguaje Natural. Nº 60. Pp. 71-74. Marzo,

Year: 2018  |  ISBN/ISSN: 11355948

Author: EZPELETA GALLASTEGI, ENAITZ  

La intención hace el agravio: técnicas de clustering conceptual para la generalización y especialización de intencionalidades en el spear phishing

COMUNICACION_CONGRESO  |  Actas de las Cuartas Jornadas Nacionales de Investigación en Ciberseguridad. Donostia-San Sebastián. Gipuzkoa, 13-15 de Junio, 2018. Pp. 41-43. Editores, Urko Zurutuza, Mikel Iturbe, Enaitz Ezpeleta e Iñaki Garitano. Servicio Editorial de Mondragon Unibertsitatea,

Year: 2018

Author: VELEZ DE MENDIZABAL GONZALEZ, IÑAKI   EZPELETA GALLASTEGI, ENAITZ   ZURUTUZA ORTEGA, URKO   RUANO-ORDÁS, DAVID  

Primer premio al mejor trabajo de estudiante: Deteccion de anomalías en redes industriales guiada por datos

COMUNICACION_CONGRESO  |  Actas de las Cuartas Jornadas Nacionales de Investigación en Ciberseguridad. Donostia-San Sebastián. Gipuzkoa, 13-15 de Junio, 2018. Pp. 67-68. Editores, Urko Zurutuza, Mikel Iturbe, Enaitz Ezpeleta e Iñaki Garitano. Servicio Editorial de Mondragon Unibertsitatea,

Year: 2018

Author: ITURBE URRETXA, MIKEL  

A Mood Analysis on Youtube Comments and a Method for Improved Social Spam Detection

COMUNICACION_CONGRESO  |  Hybrid Artificial Intelligent Systems (HAIS 2018). Pp. 514-525. Lecture Notes in Computer Science. Vol 10870. Springer,

Year: 2018  |  ISBN/ISSN: 9783319926384

Author: ITURBE URRETXA, MIKEL   GARITANO GARITANO, IÑAKI   VELEZ DE MENDIZABAL GONZALEZ, IÑAKI   ZURUTUZA ORTEGA, URKO   EZPELETA GALLASTEGI, ENAITZ  

Truth Will Out: Departure-Based Process-Level Detection of Stealthy Attacks on Control Systems

COMUNICACION_CONGRESO  |  Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security. Toronto, Canada. October 15 - 19, 2018. Pp. 817-831. New York, ACM,

Year: 2018  |  ISBN/ISSN: 9781450356930

Author: ITURBE URRETXA, MIKEL   ALMGREN, MAGNUS  

TAMUX model for industrial HMI evaluation from UX and task performance perspective: Extended Abstract

COMUNICACION_CONGRESO  |  Proceeding Interacción 2018 Proceedings of the XIX International Conference on Human Computer Interaction. Palma, Spain — September 12 - 14, 2018. Article No. 19. New York: ACM,

Year: 2018  |  ISBN/ISSN: 9781450364911

Author: LASA ERLE, GANIX   ARANBURU ZABALO, ERIK   ARANBURU ZABALO, ERIK   ARANBURU Zabalo, Erik   GONZALEZ OCHOANTESANA, ITSASO   REGUERA BAKHACHE, DANIEL   MAZMELA ECHAVE, MAITANE  

Remote maintenance support with the aid of cyber-physical systems and cloud technology

ARTICULO  |  Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering. Vol. 232. Nº 6. Pp. 784-794. First Published May 9,

Year: 2018  |  ISBN/ISSN: Online 20413041

Author: GOROSTEGUI, UNAI   ZURUTUZA ORTEGA, URKO   ALBANO, M.   FERREIRA, LUIS LINO   HEGEDűS, CSABA   CAMPO, JAIME  

The SHIELD approach

LIBRO_CAPITULO  |  Measurable and Composable Security, Privacy, and Dependability for Cyberphysical Systems: The SHIELD Methodology. Edited by Andrea Fiaschetti, Josef Noll, Paolo Azzoni and Roberto Uribeetxeberria. CRC Press,

Year: 2018  |  ISBN/ISSN: 9781138042759

Author: NOLL, JOSEF   URIBEETXEBERRIA EZPELETA, ROBERTO   PIETRABISSA, ANTONIO   DELLI PRISCOLI, FRANCESCO   SURACI, VINCENZO   MIGNANTI, SILVANO   LIBERATI, FRANCESCO   PANFILI, MARTINA   DI GIORGIO, ALESSANDRO   MORGAGNI, ANDREA   AZZONI, PAOLO  

Security, Privacy and Dependability Concepts

LIBRO_CAPITULO  |  Measurable and Composable Security, Privacy, and Dependability for Cyberphysical Systems: The SHIELD Methodology. Edited by Andrea Fiaschetti, Josef Noll, Paolo Azzoni and Roberto Uribeetxeberria. CRC Press,

Year: 2018  |  ISBN/ISSN: 9781138042759

Author: NOLL, JOSEF   URIBEETXEBERRIA EZPELETA, ROBERTO   AZZONI, PAOLO   GIALELIS, JOHN   STEFANIDIS, KYRIAKOS   SERPANOS, DIMITRIOS   PAPALAMBROU, ANDREAS  

An optimization methodology for material databases to improve cutting force predictions when milling martensitic stainless steel JETHETE-M152

ARTICULO  |  Procedia CIRP. Vol. 77. Pp. 287-290. Elsevier,

Year: 2018

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   LAZCANO RAYO, XABIER   SELA BARRIAL, ANDRES   ARRAZOLA ARRIOLA, PEDRO JOSE   ARISTIMUÑO OSORO, PATXI XABIER  

Brain White Matter Lesion Segmentation with 2D/3D CNN

COMUNICACION_CONGRESO  |  Natural and Artificial Computation for Biomedicine and Neuroscience. IWINAC 2017. Lecture Notes in Computer Science, vol. 10337. Pp. 394-403. Editors, J. Ferrández Vicente et al. Springer,

Year: 2017  |  ISBN/ISSN: Online 9783319597409

Author: VELASCO VÁZQUEZ, M. DE   SERRADILLA CASADO, OSCAR   ROA-BARCO, L.   GRAÑA, M.   CHYZHYK, D.   PRICE, C. C.  

Metodología UCAD: Principios para garantizar el desarrollo de soluciones digitales que tienen en cuenta a los usuarios

COMUNICACION_CONGRESO  |  21st International Conference on Project Engineering= XXI Congreso Internacional de Dirección e Ingeniería de Proyectos. Cadiz. 12-14 de julio. AEIPRO,

Year: 2017

Author: LASA ERLE, GANIX   ARANBURU Zabalo, Erik   ARANBURU ZABALO, ERIK   ARANBURU ZABALO, ERIK   REGUERA BAKHACHE, DANIEL  

Uxer: Nueva herramienta para la evaluación heurística de la experiencia en entornos interactivos y digitales

COMUNICACION_CONGRESO  |  Proceedings from the 21st International Congress on Project Management and Engineering / Actas del XXI Congreso Internacional de Dirección e Ingeniería de Proyectos. Cádiz, 12-24 julio 2017. Cádiz: Asociación Española de Ingeniería de Proyectos (AEIPRO),

Year: 2017  |  ISBN/ISSN: 9788469761212

Author: LASA ERLE, GANIX   GONZALEZ OCHOANTESANA, ITSASO   REGUERA BAKHACHE, DANIEL   ETXEBESTE, UNAI  

Cifrado CP-ABE para el ecosistema Apache Hadoop

COMUNICACION_CONGRESO  |  II Jornadas Nacionales de Investigación en Ciberseguridad (JNIC). Madrid, 31 de mayo y 1-2 de junio,

Year: 2017  |  ISBN/ISSN: 9788460846598

Author: ITURBE URRETXA, MIKEL   GARITANO GARITANO, IÑAKI   ARENAZA NUÑO, IGNACIO   ZURUTUZA ORTEGA, URKO  

Software Defined Networking Opportunities for Intelligent Security Enhancement of Industrial Control Systems

COMUNICACION_CONGRESO  |  International Workshop on Soft Computing Models in Industrial and Environmental Applications. Computational Intelligence in Security for Information Systems Conference International Conference on EUropean Transnational Education. SOCO 2017, CISIS 2017, ICEUTE 2017: International Joint Conference SOCO’17-CISIS’17-ICEUTE’17 León, Spain, September 6–8, Proceeding. Pp 577-586. Springer,

Year: 2017  |  ISBN/ISSN: Online 9783319671802

Author: ITURBE URRETXA, MIKEL   SAINZ ORUNA, MARKEL   GARITANO GARITANO, IÑAKI   ZURUTUZA ORTEGA, URKO  

Towards Large-Scale, Heterogeneous Anomaly Detection Systems in Industrial Networks: A Survey of Current Trends

ARTICULO  |  Security and Communication Networks. Vol. 2017. Article ID 9150965. November,

Year: 2017  |  ISBN/ISSN: 19390122

Author: ITURBE URRETXA, MIKEL   GARITANO GARITANO, IÑAKI   ZURUTUZA ORTEGA, URKO   URIBEETXEBERRIA EZPELETA, ROBERTO  

Hacia un conjunto estandar de ataques contra sistemas de control para la evaluación de contramedidas

COMUNICACION_CONGRESO  |  II Jornadas Nacionales de Investigación en Ciberseguridad (JNIC). Madrid, 31 de mayo y 1-2 de junio,

Year: 2017  |  ISBN/ISSN: 9788460846598

Author: ITURBE URRETXA, MIKEL   GARITANO GARITANO, IÑAKI   ARENAZA NUÑO, IGNACIO   ZURUTUZA ORTEGA, URKO  

A survey on the inventory routing problem with stochastic lead times and demands

ARTICULO  |  Journal of Applied Logic. Vol. 24. Part A. Pp. 15-24. November,

Year: 2017  |  ISBN/ISSN: 15708683

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   COELHO, LEANDRO DOS SANTOS  

Optimizing cutting parameters for energy efficiient CNC milling

COMUNICACION_CONGRESO  |  Actas de las II Jornadas de Computación Empotrada y Reconfigurable (JCER). Málaga. 20-22 Septiembre,

Year: 2017

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   ILLARRAMENDI REZABAL, MIREN   KUZNIAREK, KRYSTIAN ADAM   BEUDAERT, XAVIER   BENGUIGUI, MICHAEL  

A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI

COMUNICACION_CONGRESO  |  Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017. Advances in Intelligent Systems and Computing. Vol 578. Pp. 377-385. Editors, M. Kurzynski, M. Wozniak, R. Burduk. Springer,

Year: 2017  |  ISBN/ISSN: Online 9783319591629

Author: SERRADILLA CASADO, OSCAR   VELASCO VÁZQUEZ, MIKEL DE   LÓPEZ ZORRILLA, ASIER   GRAÑA, MANUEL   CHYZHYK, DARYA   PRICE, CATHERINE  

Metodología UCAD: nuevo procedimiento de diseño de interfaces centrado en el usuario para la industria 4.0

ARTICULO  |  Dyna New Technologies. Vol. 4. Nº 1. January-December,

Year: 2017  |  ISBN/ISSN: 23868406

Author: ARANBURU Zabalo, Erik   ARANBURU ZABALO, ERIK   ARANBURU ZABALO, ERIK   LASA ERLE, GANIX   REGUERA BAKHACHE, DANIEL   GERRIKAGOITIA ARRIEN, JON KEPA   IRURETAGOIENA IRAZUSTA, GARIKOITZ  

A study of the personalization of spam content using Facebook public information

ARTICULO  |  Logic Journal of the IGPL. Vol. 25. Nº. Pp. 30–41. 1 February,

Year: 2017  |  ISBN/ISSN: Online 13689894

Author: ZURUTUZA ORTEGA, URKO   EZPELETA GALLASTEGI, ENAITZ   GÓMEZ HIDALGO, JOSÉ MARÍA  

The Way Cyber Physical Systems Will Revolutionise Maintenance

COMUNICACION_CONGRESO  |  30th Conference on Condition Monitoring and Diagnostic Engineering Management (COMADEM). Lancashire. 10-13 July. Conference Handbook and Abstracts. Edited by: Prof Ian Sherrington,Dr Ahmed Onsy, Prof Raj Rao. June,

Year: 2017

Author: ZURUTUZA ORTEGA, URKO   GOROSTEGI, U.   ORIO, G. DI.   MALO, P.   HEGEDűS, C.   ALBANO, M.   LARRINAGA BARRENECHEA, FELIX  

Influencia de la frecuencia respiratoria inducida en los valores HRV

COMUNICACION_CONGRESO  |  CASEIB 2017: XXXV Congreso anual de la Sociedad Espa˜ñola de Ingeniería Biomédica : Libro de actas, Bilbao 29 de Noviembre-1 de Diciembre. Editores científicos, Raimon Jané Campos et al. Pp. 367-370. Euskal Herriko Unibertsitateko Argitalpen Zerbitzua,

Year: 2017  |  ISBN/ISSN: 9788490827970

Author: BARRENECHEA CARRASCO, MAITANE   DÍAZ CARRIET, OLATZ   ALBERDI ARAMENDI, ANE   AYALA FERNANDEZ, UNAI  

Nuevas metodologías centradas en el usuario para la creación de software en la industria 4.0

ARTICULO  |  Dyna. Vol. 92. Nº 5. P. 492. Septiembre,

Year: 2017  |  ISBN/ISSN: 00127361

Author: REGUERA BAKHACHE, DANIEL   LASA ERLE, GANIX   GERRIKAGOITIA ARRIEN, JON KEPA   IRURETAGOYENA IRAZUSTA, GARIKOITZ   ARANBURU ZABALO, ERIK   ARANBURU ZABALO, ERIK   ARANBURU Zabalo, Erik  

Desarrollo de una solución de visualización en el proyecto europeo Cityfied

COMUNICACION_CONGRESO  |  III Congreso Ciudades Inteligentes. Madrid. 26-27 de abril. Libro de Comunicaciones. Grupo Tecma Red,

Year: 2017  |  ISBN/ISSN: 9788461799053

Author: REGUERA BAKHACHE, DANIEL   LARRINAGA BARRENECHEA, FELIX   ARENAZA NUÑO, IGNACIO   HERNÁNDEZ, JUAN LUIS   VASALLO BELVER, ALI  

Segundo premio al mejor trabajo de estudiante: nuevos paradigmas de análisis basados en contenidos para la detección del spam en RRSS

COMUNICACION_CONGRESO  |  III Jornadas Nacionales de Investigación en Ciberseguridad (JNIC). Madrid. 31 mayo - 2 junio de 2017. Universidad Rey Juan Carlos,

Year: 2017  |  ISBN/ISSN: 9788460846598

Author: EZPELETA GALLASTEGI, ENAITZ  

Short Messages Spam Filtering Combining Personality Recognition and Sentiment Analysis

ARTICULO  |  International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. Vol. 25. Nº. Suppl. 2. December,

Year: 2017  |  ISBN/ISSN: Online 17936411

Author: EZPELETA GALLASTEGI, ENAITZ   GÓMEZ, JOSE MARÍA   GARITANO GARITANO, IÑAKI   ZURUTUZA ORTEGA, URKO  

Distinguiendo entre perturbaciones de proceso e intrusiones en sistemas de control: caso de estudio con el proceso Tennessee-Eastman

COMUNICACION_CONGRESO  |  XIV Reunión Española sobre Criptología y Seguridad de la Información (RECSI). Mahón .26-28 de octubre. Universidad de les Illes Balears,

Year: 2016  |  ISBN/ISSN: 9788460894704

Author: ITURBE URRETXA, MIKEL   GARITANO GARITANO, IÑAKI   ZURUTUZA ORTEGA, URKO   URIBEETXEBERRIA EZPELETA, ROBERTO   CAMACHO, JOSÉ  

Robustness of inventory replenishment and customer selection policies for the dynamic and stochastic inventory-routing problem

ARTICULO  |  Computers & Operations Research. Vol. 74. Pp. 14–20. October,

Year: 2016  |  ISBN/ISSN: 03050548

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   COELHO, LEANDRO DOS SANTOS  

MOOC sobre Hacking ético de MONDRAGON UNIBERTSITATEA - #moocHackingMU

COMUNICACION_CONGRESO  |  II Jornadas Nacionales de Investigación en Ciberseguridad (JNIC). Granada. 15-17 junio,

Year: 2016

Author: ITURBE URRETXA, MIKEL   FERNANDEZ ARRIETA, MIGUEL   LIZARRAGA DURANDEGI, JESÚS   LIZARRAGA DURANDEGUI, JESUS MARIA   GARITANO GARITANO, IÑAKI   ARENAZA NUÑO, IGNACIO  

Detection and Visualization of Android Malware Behavior

ARTICULO  |  Journal of Electrical and Computer Engineering. Vol. 2016, Article ID 8034967. Hindawi,

Year: 2016  |  ISBN/ISSN: 20900147

Author: NADJM-TEHRANI, SIMIN   DELOSIÈRES, LAURENT   URIBEETXEBERRIA EZPELETA, ROBERTO   ZURUTUZA ORTEGA, URKO  

A Scientometric Analysis of Inventory Routing Problem Literature with Special Emphasis in Stochasticand Dynamic Version

ARTICULO  |  IOSR Journal of Business and Management (IOSR-JBM). Vol. 18. Nº. 11.Pp. 130-141. November,

Year: 2016  |  ISBN/ISSN: Online 2278487X

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA  

Optimising Maintenance : What are the expectations for Cyber Physical Systems

COMUNICACION_CONGRESO  |  Proceedings of the 3rd International IFIP Workshop on Emerging Ideas and Trends in Engineering of Cyber-Physical Systems (EITEC’16). Vienna. 11 April. Pp. 53-58. IEEE,

Year: 2016  |  ISBN/ISSN: 9781509011520

Author: VARGA, PAL   ZURUTUZA ORTEGA, URKO   LINO FERREIRA, LUIS  

Visualizing Network Flows and Related Anomalies in Industrial Networks using Chord Diagrams and Whitelisting

COMUNICACION_CONGRESO  |  Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016) - Volume 2: IVAPP. Pp. 99-106. SCITEPRESS, Science and Technology Publications,

Year: 2016  |  ISBN/ISSN: 9789897581755

Author: GARITANO GARITANO, IÑAKI   ZURUTUZA ORTEGA, URKO   URIBEETXEBERRIA EZPELETA, ROBERTO  

Distributed Thematic Mapping Performance Optimization in Public Clouds

COMUNICACION_CONGRESO  |  Proceedings of the 2016 Conference on Big Data from Space (BiDS16). Santa Cruz de Tenerife. 15-17 March. Pp. 99-102. Publications Office of the European Union,

Year: 2016  |  ISBN/ISSN: 9789279569807

Author: LOZANO SILVA, JAVIER  

On the Feasibility of Distinguishing Between Process Disturbances and Intrusions in Process Control Systems using Multivariate Statistical Process Control

COMUNICACION_CONGRESO  |  Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN). Toulouse. 28 June- 1 August. IEEE,

Year: 2016  |  ISBN/ISSN: 9781509036882

Author: GARITANO GARITANO, IÑAKI   ZURUTUZA ORTEGA, URKO   URIBEETXEBERRIA EZPELETA, ROBERTO   CAMACHO, JOSÉ   ITURBE URRETXA, MIKEL  

Basic Internet Access: Capacity and Traffic Shaping

COMUNICACION_CONGRESO  |  The Sixth International Conference on Mobile Services, Resources, and Users (MOBILITY). Proceedings of a meeting held 22-26 May 2016, Valencia, Spain. International Academy, Research, and Industry Association ( IARIA ),

Year: 2016  |  ISBN/ISSN: 9781510823525

Author: GARITANO GARITANO, IÑAKI   NOLL, JOSEF  

Short Messages Spam Filtering Using Sentiment Analysis

LIBRO_CAPITULO  |  Text, Speech, and Dialogue: 19th International Conference, TSD 2016, Brno , Czech Republic, September 12-16, 2016, Proceedings. Vol. 9924. Lecture Notes in Computer Science. Pp 142-153,

Year: 2016  |  ISBN/ISSN: Online 9783319455105

Author: EZPELETA GALLASTEGI, ENAITZ   ZURUTUZA ORTEGA, URKO   GÓMEZ HIDALGO, JOSÉ MARÍA  

On the early diagnosis of Alzheimer's Disease from multimodal signals : a survey

ARTICULO  |  Artificial Intelligence in Medicine. Vol. 71. Pp. 1–29. July,

Year: 2016  |  ISBN/ISSN: 09333657

Author: AZTIRIA GOENAGA, ASIER   ALBERDI ARAMENDI, ANE   BASARAB, ADRIAN  

Towards an automatic early stress recognition system for office environments based on multimodal measurements : a review

ARTICULO  |  Journal of Biomedical Informatics. Volume.59. Pp.49-75. February,

Year: 2016  |  ISBN/ISSN: 15320464

Author: AZTIRIA GOENAGA, ASIER   BASARAB, ADRIAN   ALBERDI ARAMENDI, ANE  

Diseño de un banco de pruebas híbrido para la investigación de seguridad y resiliencia en redes industriales

COMUNICACION_CONGRESO  |  II Jornadas Nacionales de Investigación en Ciberseguridad (JNIC). Granada. 15-17 junio,

Year: 2016

Author: ITURBE URRETXA, MIKEL   GARITANO GARITANO, IÑAKI   ARENAZA NUÑO, IGNACIO   ZURUTUZA ORTEGA, URKO   URIBEETXEBERRIA EZPELETA, ROBERTO   IZAGIRRE AIZPITARTE, UNAI  

Cyber Physical System Based Proactive Collaborative Maintenance

COMUNICACION_CONGRESO  |  Proceedings of the 2016 International Conference on Smart Systems and Technologies (SST). Osijek. 12-14 October. Pp. 173-178. IEEE,

Year: 2016  |  ISBN/ISSN: Online 9781509037209

Author: ZURUTUZA ORTEGA, URKO   URIBEETXEBERRIA EZPELETA, ROBERTO  

Detection of Intrusions and Malware, and Vulnerability Assessment

LIBRO  | 

Year: 2016  |  ISBN/ISSN: 9783319406664

Author: ZURUTUZA ORTEGA, URKO   RODRÍGUEZ, RICARDO J.  

Using Personality Recognition Techniques to Improve Bayesian Spam Filtering

ARTICULO  |  Procesamiento del Lenguaje Natural, Revista. Vol. 57. Pp. 125-132,

Year: 2016  |  ISBN/ISSN: 11355948

Author: ZURUTUZA ORTEGA, URKO   EZPELETA GALLASTEGI, ENAITZ   GÓMEZ HIDALGO, JOSÉ MARÍA  

Short Messages Spam Filtering Using Personality Recognition

COMUNICACION_CONGRESO  |  ACM International Conference Proceeding Series. 4th Spanish Conference in Information Retrieval. Granada.14-16 June. Vol.14-16-June-2016. Article number 7,

Year: 2016  |  ISBN/ISSN: 9781450341417

Author: ZURUTUZA ORTEGA, URKO   EZPELETA GALLASTEGI, ENAITZ   GÓMEZ HIDALGO, JOSÉ MARÍA  

Does Sentiment Analysis Help in Bayesian Spam Filtering?

LIBRO_CAPITULO  |  Hybrid Artificial Intelligent Systems. 11th International Conference, HAIS 2016, Seville, Spain, April 18-20. Proceedings. Vol.9648 of the series, Lecture Notes in Computer Science. Pp 79-90. Springer,

Year: 2016  |  ISBN/ISSN: 9783319320335

Author: ZURUTUZA ORTEGA, URKO   EZPELETA GALLASTEGI, ENAITZ   GÓMEZ HIDALGO, JOSÉ MARÍA  

Los spammers no piensan : usando reconocimiento de personalidad para el filtrado de spam en mensajes cortos

COMUNICACION_CONGRESO  |  Actas de la XIV Reunión Española sobre Criptología y Seguridad de la Información, RECSI. Maó, Menorca. 26-28 Octubre. Universidad de les Illes Balears,

Year: 2016  |  ISBN/ISSN: 9788460894704

Author: ZURUTUZA ORTEGA, URKO   EZPELETA GALLASTEGI, ENAITZ   GÓMEZ HIDALGO, JOSÉ MARÍA  

Intelligent machine tool monitoring and control system

COMUNICACION_CONGRESO  |  Actas Jornadas SARTECO 2016 (XXVII Jornadas de Paralelismo (JP2016) y I Jornadas de Computación Empotrada y Reconfigurable (JCER2016)). Sociedad de Arquitectura y Tecnología de Computadores. Ediciones Universidad Salamanca. Pp.627-635. Septiembre,

Year: 2016  |  ISBN/ISSN: 9788490126264

Author: ILLARRAMENDI REZABAL, MIREN   BASAGOITI ASTIGARRAGA, ROSARIO MARIA   ARRAZOLA ARRIOLA, PEDRO JOSE   HORMAETXE FERNANDEZ, EXABIER   APERRIBAY ZUBIA, FRANCISCO JAVIER  

Web-Based Supervised Thematic Mapping

ARTICULO  |  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. Vol. 8. Nº. 5. Pp. 2165-2176. May,

Year: 2015  |  ISBN/ISSN: 19391404

Author: LOZANO SILVA, JAVIER  

Designing and Developing a Mobile Smartphone Application for Women with Gestational Diabetes Mellitus Followed-Up at Diabetes Outpatient Clinics in Norway

ARTICULO  |  Healthcare (Basel). Vol.3. Nº 2. Pp. 310-23. 21 May,

Year: 2015  |  ISBN/ISSN: 22279032

Author: BORGEN, I.   GARITANO GARITANO, IÑAKI   NOLL, J.   LUKASSE, M.  

Personalizing access to e-learning content based on their preferences

COMUNICACION_CONGRESO  |  INTED2015 Proceedings (9th International Technology, Education and Development Conference. Madrid. 2-4 March). Pp. 7834-7838,

Year: 2015  |  ISBN/ISSN: 9788460657637

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   ARENAZA NUÑO, IGNACIO  

Desarrollo y aplicación de una metodología para el diseño de soluciones de visualización en el Proyecto Europeo CITyFiED

COMUNICACION_CONGRESO  |  Libro de Comunicaciones. II Congreso de Edificios Inteligentes. Madrid. 24-25 Marzo 2015. Grupo Tecma Red. Madrid,

Year: 2015  |  ISBN/ISSN: 9788460827931

Author: REGUERA BAKHACHE, DANIEL   CUENCA ARIZA, JAVIER   LARRINAGA BARRENECHEA, FELIX   ARENAZA NUÑO, IGNACIO   VASALLO BELVER, ALI   GUTIÉRREZ CABALLERO, SUSANA MARÍA  

Different approaches for the detection of SSH anomalous connections

ARTICULO  |  Logic Journal of the IGPL. Special Issue. 38. First published online: October 20,

Year: 2015  |  ISBN/ISSN: Online 13689894

Author: CORCHADO, EMILIO   SEDANO,JAVIER   ZURUTUZA ORTEGA, URKO   HERRERO, ÁLVARO  

Multi-Metrics Approach for Security, Privacy and Dependability in Embedded Systems

ARTICULO  |  Wireless Personal Communications. Vol. 81. Nº 4. Pp 1359–1376. April,

Year: 2015  |  ISBN/ISSN: Print 09296212

Author: GARITANO GARITANO, IÑAKI   FAYYAD, SERAJ   NOLL, JOSEF  

A modified genetic algorithm applied to the elevator dispatching problem

ARTICULO  |  Soft Computing. 03 June,

Year: 2015  |  ISBN/ISSN: Online 14337479

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   RODRIGUEZ, V.   RODRÍGUEZ, I.  

An analysis of the effectiveness of personalized spam using online social network public information

COMUNICACION_CONGRESO  |  International Joint Conference CISIS’2015 and ICEUTE’2015. Advances in Intelligent Systems and Computing. Springer. Vol. 369. Pp 497-506,

Year: 2015  |  ISBN/ISSN: 9783319197135

Author: ZURUTUZA ORTEGA, URKO   EZPELETA GALLASTEGI, ENAITZ  

Basic Internet: Mobile Content Delivery to Everyone

COMUNICACION_CONGRESO  |  Eleventh International Conference on Wireless and Mobile Communications ICWMC). Proceedings of a meeting held 11-16 October 2015, St. Julians, Malta. International Academy, Research, and Industry Association ( IARIA ),

Year: 2015  |  ISBN/ISSN: 9781612084336

Author: GARITANO GARITANO, IÑAKI   NICUSOR, GEABA ALIN   NOLL, JOSEF  

Sistema visual de monitorización de seguridad de flujos de red industriales

COMUNICACION_CONGRESO  |  I Jornadas Nacionales de Investigación en Ciberseguridad (JNIC 2015). León. 14-16 Septiembre,

Year: 2015  |  ISBN/ISSN: 9788497737425

Author: ITURBE URRETXA, MIKEL   ZURUTUZA ORTEGA, URKO   URIBEETXEBERRIA EZPELETA, ROBERTO   GARITANO GARITANO, IÑAKI  

Designing and developing a mobile smartphone application for women with gestational diabetes mellitus followed-up at diabetes outpatient clinics in Norway

ARTICULO  |  Healthcare. Vol. 3. Nº. 2. Pp. 310-323,

Year: 2015  |  ISBN/ISSN: 22279032

Author: BORGEN, IREN   GARITANO GARITANO, IÑAKI   NOLL, JOSEF   LUKASSE, MIRJAM  

Measurable Security, Privacy and Dependability in Smart Grids

ARTICULO  |  Journal of Cyber Security and Mobility. Vol. 3. Nº. 4. October,

Year: 2014  |  ISBN/ISSN: Print 22451439

Author: GARITANO GARITANO, IÑAKI   ASBERG, ERIK   ABIE, HABTAMU   FAYYAD, SERAJ  

Classification of SSH anomalous connections

COMUNICACION_CONGRESO  |  International Joint Conference SOCO’13-CISIS’13-ICEUTE’13. Advances in Intelligent Systems and Computing. Vol. 239. Pp. 479-488,

Year: 2014  |  ISBN/ISSN: 9783319018539

Author: ZURUTUZA ORTEGA, URKO   MARTÍNEZ,DIEGO   SEDANO,JAVIER   EZPELETA GALLASTEGI, ENAITZ   HERRERO, ÁLVARO   CORCHADO, EMILIO  

Sistema de Detección de Anomalías para protocolos propietarios de Control Industrial

COMUNICACION_CONGRESO  |  Actas de la XIII Reunión Española sobre Criptología y Seguridad de la Información RECSI XIII : Alicante, 2-5 de septiembre. Pp. 315-320. Universidad de Alicante,

Year: 2014  |  ISBN/ISSN: 9788497173230

Author: ARENAZA NUÑO, IGNACIO   URIBEETXEBERRIA EZPELETA, ROBERTO   ITURBE URRETXA, MIKEL   ZURUTUZA ORTEGA, URKO   GARITANO GARITANO, IÑAKI  

A demonstrator for an eco-sufficient home within the Arrowhead project

COMUNICACION_CONGRESO  |  Actas de las V Jornadas de Computación Empotrada. Valladolid. 17- 19 septiembre. Valladolid,

Year: 2014  |  ISBN/ISSN: 8469709720

Author: ARENAZA NUÑO, IGNACIO   URIBEETXEBERRIA EZPELETA, ROBERTO   RODRIGUEZ, DANIEL   LARRINAGA BARRENECHEA, FELIX  

A Novel Approach to Diagnosing Motor Skills

ARTICULO  |  IEEE Transactions on Learning Technologies. Vol. 7. Nº. 4. Pp. 304-318. October-December,

Year: 2014  |  ISBN/ISSN: 19391382

Author: AGUIRRE ORTUZAR, AITOR   LOZANO RODERO, ALBERTO   MATEY, LUIS M.   VILLAMAÑE, MIKEL   FERRERO, BEGOÑA  

Análisis visual del comportamiento de aplicaciones para Android

COMUNICACION_CONGRESO  |  Actas de la XIII Reunión Española sobre Criptología y Seguridad de la Información RECSI XIII : Alicante, 2-5 de septiembre. Pp. 253-258. Universidad de Alicante,

Year: 2014  |  ISBN/ISSN: 9788497173230

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   ZURUTUZA ORTEGA, URKO   ARENAZA NUÑO, IGNACIO  

Identification of plant species on large botanical image datasets

COMUNICACION_CONGRESO  |  Proceedings of the International Workshop on Environmental Multimedia Retrieval

Year: 2014

Author: LOZANO SILVA, JAVIER  

Semi Automatic Remote Sensing Image Layer Generator Based On Web Based Visual Analytics

COMUNICACION_CONGRESO  |  Proceedings of the 5th Jubilee International Conference on Cartography and GIS. Riviera. 15-21 June. Pp.709-714,

Year: 2014

Author: LOZANO SILVA, JAVIER  

Scalable Machine Learning for Fast Thematic Mapping in Web Servers

COMUNICACION_CONGRESO  |  Proceedings of the 2014 Conference on Big Data from Space (BiDS14). Frascati. 12- 14 November. Pp. 38-41. Publications Office of the European Union,

Year: 2014  |  ISBN/ISSN: 9789279432521

Author: LOZANO SILVA, JAVIER  

Inventory routing problem with stochastic demand and lead time : state of the art

COMUNICACION_CONGRESO  |  International Joint Conference SOCO’14-CISIS’14-ICEUTE’14. Bilbao, Spain, June 25th-27th, 2014, Proceedings. Vol.299 of the series Advances in Intelligent Systems and Computing. Pp 73-82,

Year: 2014  |  ISBN/ISSN: Print 9783319079943

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   ONIEVA, ENRIQUE  

Working with students' diversity toward high-level skills by means of PBL

COMUNICACION_CONGRESO  |  SEFI 42th Annual Conference. Educating engineers for Global Competitiveness. Birmingham. 15-19 September,

Year: 2014  |  ISBN/ISSN: 9782873520045

Author: VELEZ DE MENDIZABAL GONZALEZ, IÑAKI   VELEZ DE MENDIZABAL GONZALEZ, IÑAKI   GOIKOETXEA ARANA, ANDER   MUXIKA OLASAGASTI, EÑAUT   PEREZ LAZARE, JOSE MARIA  

Passenger flow pattern learning based on trip counting in lift systems combined with real-time information

COMUNICACION_CONGRESO  |  3rd Symposium of Lift and Escalator Technologies. Northampton. September,

Year: 2013  |  ISBN/ISSN: Print 20527225

Author: KACZMARCZYK, S   BEAMURGIA BENGOA, MAITE   PETERS, RICHARD   BASAGOITI ASTIGARRAGA, ROSARIO MARIA  

Adapting PBL Instantiation to Promote Students’ Engagement

COMUNICACION_CONGRESO  |  PBL Across Cultures. Aalborg: Aalborg Universitetsforlag : The 4th International Research Symposium on Problem Based Learning (IRSPBL 2013). Putrajaya, Malaysia. 1-8 July. Pp. 56-60. Aalborg Universitetsforlag,

Year: 2013  |  ISBN/ISSN: 9788771120929

Author: MARKIEGI GONZALEZ, URTZI   ARANA AREXOLALEIBA, NESTOR   VELEZ DE MENDIZABAL GONZALEZ, IÑAKI   OYARZUN GOYALDE, JAVIER  

Visual analytics for built-up area understanding from metric resolution Earth observation data

COMUNICACION_CONGRESO  |  International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS2013-SSG). Vol. XL-7/W2. Antalya, Turkey. 11 – 17 November,

Year: 2013

Author: LOZANO SILVA, JAVIER  

Learning Frequent Behaviors of the users in Intelligent Environments

ARTICULO  |  IEEE Transactions on Systems, Man and Cybernetics: Systems. Vol. 43. N. 6. Pp. 1265-1278, November,

Year: 2013  |  ISBN/ISSN: 21682216

Author: AUGUSTO, JUAN CARLOS   COOK, D.   BASAGOITI ASTIGARRAGA, ROSARIO MARIA   IZAGUIRRE ALTUNA, ALBERTO   AZTIRIA GOENAGA, ASIER  

Origin Destination Matrix Estimation and Prediction in Vertical Transportation

COMUNICACION_CONGRESO  |  2nd Symposium of Lift and Escalator Technologies. University of Northampton. 27 September,

Year: 2012

Author: BEAMURGIA BENGOA, MAITE   BASAGOITI ASTIGARRAGA, ROSARIO MARIA   KACZMARCZYK, S   PETERS, RICHARD  

Adapting e-learning contents based on navigations

COMUNICACION_CONGRESO  |  Intelligent Environments (Workshops, Workshop Proceedings of the 8th International Conference on Intelligent Environments, 27-28 June. Vol. 13, Ambient Intelligence and Smart Environments, Pp. 267-275,

Year: 2012  |  ISBN/ISSN: Online 9781614990802

Author: ORDOÑEZ RODRÍGUEZ, IGOR   AZTIRIA GOENAGA, ASIER   BASAGOITI ASTIGARRAGA, ROSARIO MARIA   PADILLA, ION  

Discovering frequent user--environment interactions in intelligent environments

ARTICULO  |  Personal and Ubiquitous Computing. Vol. 16. Nº 1, pp 91-103,

Year: 2012  |  ISBN/ISSN: 16174909

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   AZTIRIA GOENAGA, ASIER   AUGUSTO, JUAN CARLOS   IZAGUIRRE ALTUNA, ALBERTO   COOK, DIANE  

A neural visualization IDS for honeynet data

ARTICULO  |  International Journal of Neural Systems. Vol. 22. Nº. 2. Pp 121-128,

Year: 2012  |  ISBN/ISSN: 01290657

Author: ZURUTUZA ORTEGA, URKO   CORCHADO, EMILIO  

Actas de la XII Reunión Española sobre Criptología y Seguridad de la Información

LIBRO  | 

Year: 2012  |  ISBN/ISSN: 9788461599332

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   ARENAZA NUÑO, IGNACIO   ZURUTUZA ORTEGA, URKO  

A System to Learn Frequent Behavioural Patterns

COMUNICACION_CONGRESO  |  8th International Conference on Intelligent Environments (IE). Guanajuato. 26-29 June. Pp. 363-366. IEEE,

Year: 2012  |  ISBN/ISSN: 9781467320931

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   AUGUSTO, JUAN CARLOS   AZTIRIA GOENAGA, ASIER   ESPEJO, G.  

Turistic RobSoCCollective Intelligence y Robotic Social Curation aplicada al Turismo

COMUNICACION_CONGRESO  |  Turitec 2012: IX Congreso Nacional Turismo y Tecnologías de la Información y las Comunicaciones. Coordinado por Antonio Guevara Plaza, Andrés Aguayo Maldonado, José Luis Caro Herrero, Alfonso Cerezo Medina. Pp. 424-437. Universidad de Málaga (UMA),

Year: 2012  |  ISBN/ISSN: 9788461599462

Author: REGUERA BAKHACHE, DANIEL   AZPILLAGA, JOSU   FERNÁNDEZ, LUIS   NABERAN, AITZOL  

Reputation-based intrusion detection system for wireless sensor networks

COMUNICACION_CONGRESO  |  Proceedings of the 2nd IEEE Workshop on Complexity in Engineering (COMPENG). Aachen. 11 -13 June. Pp.128-131,

Year: 2012  |  ISBN/ISSN: 978467316132

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   ZURUTUZA ORTEGA, URKO   ARENAZA NUÑO, IGNACIO  

Ontology Based Middleware for Ranking and Retrieving Information on Locations Adapted for People with Special Needs

COMUNICACION_CONGRESO  |  International Conference on Computers for Handicapped Persons. ICCHP 2012: Computers Helping People with Special Needs. Lecture Notes in Computer Scienceol . V7382. Pp 351-354. Springer,

Year: 2012  |  ISBN/ISSN: 9783642315213

Author: LOZANO SILVA, JAVIER  

Visualization of misuse-based intrusion detection : application to honeynet data

ARTICULO  |  Advances in Intelligent and Soft Computing. Vol. 87. Pp 561-570,

Year: 2011  |  ISBN/ISSN: Online 18675670

Author: ZURUTUZA ORTEGA, URKO   EZPELETA GALLASTEGI, ENAITZ   CORCHADO, EMILIO   HERRERO, ÁLVARO   EZPELETA GALLASTEGI, ENAITZ  

Crowdroid : behavior-based malware detection system for Android

COMUNICACION_CONGRESO  |  Proceedings of the 1st ACM Workshop on Security and Privacy in Smartphones and Mobile Devices, SPSM'11, Held in Association with the 18th ACM Conference on Computer and Communications Security, CCS 2011; Chicago, IL; United States; 17 October 2011 through 17 October 2011. Pp. 15-25. ACM,

Year: 2011  |  ISBN/ISSN: 9781450310000

Author: ZURUTUZA ORTEGA, URKO   NADJM-TEHRANI, SIMIN  

Tribology for health monitoring in aerospace EMAs

COMUNICACION_CONGRESO  |  Proceedings of the 24th International Congress on Condition monitoring and diagnostics engineering Management (COMADEM). Stavanger. 30 May-1 June. Pp. 609-614,

Year: 2011  |  ISBN/ISSN: 0954130723

Author: ISTURIZ BUSTO, AITOR   BASAGOITI ASTIGARRAGA, ROSARIO MARIA   VIÑALS, JAVIER   FERNÁNDEZ, SANTIAGO   IGARTUA, AMAIA  

Use of dynamic time warping for a personalized tracheal stent design

COMUNICACION_CONGRESO  |  Soft Computing Models in Industrial and Environmental Applications, 6th International Conference SOCO 2011. Corchado E., Snášel V., Sedano J., Hassanien A.E., Calvo J.L., Ślȩzak D. (eds). Advances in Intelligent and Soft Computing. Vol 87. Pp. 571-578. Springer,

Year: 2011  |  ISBN/ISSN: 9783642196430

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   UGARTE BARRENA, DONE   ROSELL, ANTONI  

Predicting the passenger request in the elevator dispatching problem

COMUNICACION_CONGRESO  |  Soft Computing Models in Industrial and Environmental Applications, 6th International Conference SOCO 2011. Corchado E., Snášel V., Sedano J., Hassanien A.E., Calvo J.L., Ślȩzak D. (eds). Advances in Intelligent and Soft Computing. Vol. 87. Pp. 387-394. Springer,

Year: 2011  |  ISBN/ISSN: 9783642196430

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   BEAMURGIA BENGOA, MAITE  

A review of SCADA anomaly detection systems

COMUNICACION_CONGRESO  |  Soft Computing Models in Industrial and Environmental Applications, 6th International Conference SOCO 2011. Pp. 357-366. Part of the Advances in Intelligent and Soft Computing book series (AINSC). Vol. 87. Springer,

Year: 2011  |  ISBN/ISSN: 9783642196430

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   ZURUTUZA ORTEGA, URKO   GARITANO GARITANO, IÑAKI  

Understanding honeypot data by an unsupervised neural visualization

COMUNICACION_CONGRESO  |  Computational Intelligence in Security for Information Systems 2010. Advances in Intelligent and Soft Computing, vol 85. Pp 151-160. Herrero Á., Corchado E., Redondo C., Alonso Á. (eds). Springer, Berlin, Heidelberg,

Year: 2011  |  ISBN/ISSN: Print 9783642166259

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   VERGARA, EKHIOTZ   ARENAZA NUÑO, IGNACIO   EZPELETA GALLASTEGI, ENAITZ   ZURUTUZA ORTEGA, URKO   PORRAS, SANTIAGO  

The impact of the SHA-3 casting cryptography competition on the Spanish IT market

COMUNICACION_CONGRESO  |  Computational Intelligence in Security for Information Systems 2010. Advances in Intelligent and Soft Computing, Vol. 85, pp 191-199

Year: 2010  |  ISBN/ISSN: 9783642166266

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   ZURUTUZA ORTEGA, URKO   FERNANDEZ ARRIETA, MIGUEL  

On the Visualization of Honeypot Data through Projection Techniques

COMUNICACION_CONGRESO  |  10th International Conference on Computational and Mathematical Methods in Science and Engineering. Almeria. 26-30 June,

Year: 2010  |  ISBN/ISSN: 9788461627233

Author: ARENAZA NUÑO, IGNACIO   GARITANO, IÑAKI   URIBEETXEBERRIA EZPELETA, ROBERTO   CORCHADO, EMILIO   PORRAS, SANTIAGO   ZURUTUZA ORTEGA, URKO   HERRERO, ÁLVARO   GARITANO GARITANO, IÑAKI  

Identifying cyber security events in IEC 61850 substations by analysing different traffic patterns

COMUNICACION_CONGRESO  |  43rd International Conference on Large High Voltage Electric Systems (CIGRE) Paris. 22-27 August. Paper D2-205,

Year: 2010

Author: ARENAZA NUÑO, IGNACIO   URIBEETXEBERRIA EZPELETA, ROBERTO   GARITANO GARITANO, IÑAKI  

Behavior analysis of domain servers through windows security event monitoring

ARTICULO  |  Journal of Information Assurance and Security. Vol. 5. Nº 4. Pp. 418-425,

Year: 2010  |  ISBN/ISSN: 15541010

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   AZTIRIA GOENAGA, ASIER   ZURUTUZA ORTEGA, URKO  

Development of an aeronautical electromechanical actuator with real time health monitoring capability

COMUNICACION_CONGRESO  |  Proceedings of the fourth International conference on recent advances in aerospace actuation systems and components : Recent advances in aerospace actuation systems and componentsInternational. Conference on Recent Advances in Aerospace Actuation Systems and Components. Toulouse, France. May 5-7,

Year: 2010  |  ISBN/ISSN: 9782876490604

Author: FERNÁNDEZ, SANTIAGO   TORRE, EDUARDO DE LA   VIÑAL, JAVIER   BASAGOITI ASTIGARRAGA, ROSARIO MARIA   NOVO, JUSTO  

Euskalert, red vasca de honeypots

COMUNICACION_CONGRESO  |  Actas de XI Reunión Española sobre Criptografía y Seguridad de la Información (XI RECSI). Tarragona. 7-10 Septiembre,

Year: 2010  |  ISBN/ISSN: 9788469333044

Author: LIZARRAGA DURANDEGUI, JESUS MARIA   EZPELETA GALLASTEGI, ENAITZ   VELEZ DE MENDIZABAL GONZALEZ, IÑAKI   URIBEETXEBERRIA EZPELETA, ROBERTO   ZURUTUZA ORTEGA, URKO   FERNANDEZ ARRIETA, MIGUEL  

Automatic modeling of frequent user behaviours in intelligent environments

COMUNICACION_CONGRESO  |  Sixth International Conference on Intelligent Environments. 19-21 July. Pp. 7-12,

Year: 2010  |  ISBN/ISSN: Print 9781424478361; Online 9780769541495

Author: IZAGUIRRE ALTUNA, ALBERTO   AZTIRIA GOENAGA, ASIER   BASAGOITI ASTIGARRAGA, ROSARIO MARIA   COOK, D.   AUGUSTO, JUAN CARLOS  

Clustering of windows security events by means of frequent pattern mining

COMUNICACION_CONGRESO  |  Computational Intelligence in Security for Information Systems. Herrero Á., Gastaldo P., Zunino R., Corchado E. (eds). Advances in Intelligent and Soft Computing. Vol. 63. Pp.19- 27. Springer,

Year: 2009  |  ISBN/ISSN: 9783642040900

Author: AZTIRIA GOENAGA, ASIER   REYES, MARIO   BASAGOITI ASTIGARRAGA, ROSARIO MARIA   SANTAFÉ, GUZMÁN   ZURUTUZA ORTEGA, URKO  

Discovering of arrival patterns for traffic control optimization

COMUNICACION_CONGRESO  |  9th International workshop on Electronic Control, Modelling, Measurement and Signals. Mondragon. 8-10 July. Pp. 307-312. Mondragon Unibertsitateko Zerbitzu editoriala,

Year: 2009  |  ISBN/ISSN: 9788460809418

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA   AZTIRIA GOENAGA, ASIER   BEAMURGIA BENGOA, MAITE  

Learning about preferences and common behaviours of the user in an intelligent environment

LIBRO_CAPITULO  |  Behaviour Monitoring and Interpretation– BMI (Ambient Intelligence and Smart Environments. Vol. 3). Pp. 289-315. Edited by Björn Gottfried, Hamid Aghajan. IOS Press,

Year: 2009  |  ISBN/ISSN: Online 9781607504597

Author: IZAGUIRRE ALTUNA, ALBERTO   BASAGOITI ASTIGARRAGA, ROSARIO MARIA   AZTIRIA GOENAGA, ASIER   AUGUSTO, JUAN CARLOS  

Discovering of frequent sets of actions in intelligent environments

COMUNICACION_CONGRESO  |  Proceedings of the 5th International Conference on Intelligent Environments. Barcelona. 20-21 July. Ambient Intelligence and Smart Environments.Vol 2: Intelligent Environments. Pp 153-160,

Year: 2009  |  ISBN/ISSN: Print 9781607500346

Author: IZAGUIRRE ALTUNA, ALBERTO   AUGUSTO, JUAN CARLOS   BASAGOITI ASTIGARRAGA, ROSARIO MARIA   AZTIRIA GOENAGA, ASIER   COOK, DIANE  

Beacon frame spoofing attack detection in IEEE 802.11 networks

COMUNICACION_CONGRESO  |  Third International Conference on Availability, Reliability and Security (ARES). Barcelona. March. PG. 520-525,

Year: 2008  |  ISBN/ISSN: 0769531024

Author: ZURUTUZA ORTEGA, URKO   SERNA NOCEDAL, AINHOA   VELEZ DE MENDIZABAL GONZALEZ, IÑAKI   URIBEETXEBERRIA EZPELETA, ROBERTO   FERNANDEZ ARRIETA, MIGUEL   LIZARRAGA DURANDEGUI, JESUS MARIA  

Malicious fault characterization exploiting honeypot data

COMUNICACION_CONGRESO  |  Proceedings of the Seventh European Dependable Computing Conference (EDCC-7), Kaunas, Lituania, May 2008

Year: 2008  |  ISBN/ISSN: 9780769531380

Author: THONNARD, OLIVIER   ALATA, ERIC   SERAFINI, MARCO   STANKOVIC, VLADIMIR   VIINIKKA, JOUNI   ZURUTUZA ORTEGA, URKO  

Un marco inteligente para el análisis de tráfico generado por gusanos en Internet

COMUNICACION_CONGRESO  |  Actas de la X Reunión Española sobre Criptografía y Seguridad de la Información (RECSI). Salamanca. 2-5 Septiembre,

Year: 2008  |  ISBN/ISSN: 9788469151587

Author: VELEZ DE MENDIZABAL GONZALEZ, IÑAKI   ZURUTUZA ORTEGA, URKO   FERNANDEZ ARRIETA, MIGUEL   URIBEETXEBERRIA EZPELETA, ROBERTO   ZAMBONI, D.  

Marcos de referencia de IT Governance y su indicendia en la estrategia de negocio

COMUNICACION_CONGRESO  |  Creación empresarial, innovación y desarrollo económico. XVIII Congreso Nacional ACEDE: León, 14-16 de septiembre,

Year: 2008

Author: LAKARRA ARCOS, IGNACIO   URIBEETXEBERRIA EZPELETA, ROBERTO  

A data mining approach for analysis of worm activity through automatic signature generation

COMUNICACION_CONGRESO  |  1st ACM Workshop on AISec, AISec'08. Co-located with the 15th ACM Computer and Communications Security Conference, CCS'08; Alexandria, VA; United States; 27 October 2008 through 31 October 2008. Proceedings of the ACM Conference on Computer and Communications Security2008. Pp. 61-70. ACM,

Year: 2008  |  ISBN/ISSN: 9781595938107

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   ZAMBONI, D.   ZURUTUZA ORTEGA, URKO  

Mejora del clustering de ataques realizado en una red distribuida de sistemas trampa

COMUNICACION_CONGRESO  |  X Reunión Española sobre Criptografía y Seguridad de la Información (RECSI). Salamanca. 2-5 Septiembre,

Year: 2008  |  ISBN/ISSN: 9788469151587

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   VELEZ DE MENDIZABAL GONZALEZ, IÑAKI   FERNANDEZ ARRIETA, MIGUEL   ZURUTUZA ORTEGA, URKO  

Servicios de red en Linux: DNS, DHCP, WWW, Correo y Proxy

LIBRO  | 

Year: 2008  |  ISBN/ISSN: 9788460807490

Author: ARENAZA NUÑO, IGNACIO   VELEZ DE MENDIZABAL GONZALEZ, IÑAKI  

Análisis de datos procedentes de un Sistema de Detección de Gusanos mediante técnicas de clustering

COMUNICACION_CONGRESO  |  Actas del II Simposio sobre Seguridad Informática. Madrid : Thomson,

Year: 2007  |  ISBN/ISSN: 9788497326070; 8497326075

Author: FERNANDEZ ARRIETA, MIGUEL   URIBEETXEBARRIA, ROBERTO   ZURUTUZA ORTEGA, URKO   URIBEETXEBERRIA EZPELETA, ROBERTO   ZAMBONI, D.  

Combined data mining approach for intrusion detection

COMUNICACION_CONGRESO  |  International Conference on Security and Cryptography (SECRYPT). Barcelona. 28-31 July,

Year: 2007  |  ISBN/ISSN: 9789898111128

Author: ZURUTUZA ORTEGA, URKO   FERNANDEZ ARRIETA, MIGUEL   URIBEETXEBERRIA EZPELETA, ROBERTO   LIZARRAGA DURANDEGUI, JESUS MARIA   AZKETA, E.   GIL, G.  

Mejora del clustering de ataques realizado en la red Leurre.com a través de la eliminación de las anomalías de red

COMUNICACION_CONGRESO  |  Actas del II Simposio sobre Seguridad Informática. Madrid : Thomson,

Year: 2007  |  ISBN/ISSN: 8497326075

Author: FERNANDEZ ARRIETA, MIGUEL   ZURUTUZA ORTEGA, URKO   URIBEETXEBERRIA EZPELETA, ROBERTO  

Security in embedded systems

COMUNICACION_CONGRESO  |  IADIS International Conference Applied Computing. San Sebastián. 25-28 February,

Year: 2006  |  ISBN/ISSN: 9728924097

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   ZURUTUZA ORTEGA, URKO   FERNANDEZ ARRIETA, MIGUEL   LIZARRAGA DURANDEGUI, JESUS MARIA  

Mining a worm detection system data

COMUNICACION_CONGRESO  |  9th International Symposium on Recent Advances in Intrusion Detection (RAID). Hamburg. 20-22 September,

Year: 2006  |  ISBN/ISSN: 9783540397236

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   ZURUTUZA ORTEGA, URKO   RIORDAN, JAMES   DUPONCHEL, YANN  

A review of three intrusion detection alert correlation methods

ARTICULO  |  IADAT Journal of Advanced Technology on Telecommunications and Computer Networks. Vol. 1. Nº 1. September,

Year: 2005  |  ISBN/ISSN: 1885639X

Author: ZURUTUZA ORTEGA, URKO   URIBEETXEBERRIA EZPELETA, ROBERTO  

Revisión del estado actual de la investigación en el uso de data mining para la detección de intrusiones

COMUNICACION_CONGRESO  |  I Simposio Español sobre Seguridad Informática, en el marco del Primer Congreso Español de Informática (CEDI'05). Septiembre,

Year: 2005  |  ISBN/ISSN: 8497324382

Author: ZURUTUZA ORTEGA, URKO   URIBEETXEBERRIA EZPELETA, ROBERTO  

Sistemas trampa : revisión del estado actual

COMUNICACION_CONGRESO  |  I Simposio Español sobre Seguridad Informática, en el marco del Primer Congreso Español de Informática (CEDI'05). Septiembre,

Year: 2005  |  ISBN/ISSN: 8497324382

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   FERNANDEZ ARRIETA, MIGUEL  

Patrones de análisis técnico para la representación de series temporales económicas

COMUNICACION_CONGRESO  |  Actas del Primer Congreso Español de Informática (CEDI). Granada. 13-16 Septiembre,

Year: 2005  |  ISBN/ISSN: 849732448X

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA  

Intrusion detection alarm correlation: a survey

COMUNICACION_CONGRESO  |  IADAT International Conference on Telecommunications and Computer Networks. San Sebastian. 1-3 diciembre,

Year: 2004  |  ISBN/ISSN: 8493397113

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   ZURUTUZA ORTEGA, URKO  

A methodology for continuous computer security auditing

COMUNICACION_CONGRESO  |  Proceedings of the IADIS International Conference on e-Society. Ávila. 16-19 July. Pp. 1024-1027,

Year: 2004  |  ISBN/ISSN: 9729894752

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   VELEZ DE MENDIZABAL GONZALEZ, IÑAKI   LIZARRAGA DURANDEGUI, JESUS MARIA   ZURUTUZA ORTEGA, URKO  

Secu-Audit : continous computer security auditing experiences

COMUNICACION_CONGRESO  |  IADAT International conference on telecommunications and computer networks. San Sebastian. 1-3 diciembre,

Year: 2004  |  ISBN/ISSN: 8493397113

Author: VELEZ DE MENDIZABAL GONZALEZ, IÑAKI   LIZARRAGA DURANDEGUI, JESUS MARIA   URIBEETXEBERRIA EZPELETA, ROBERTO   ZURUTUZA ORTEGA, URKO  

Neural network space diversity combination and ring coding for multicarier CDMA over fast fading channels

ARTICULO  |  IEE Proceedings. Communications. Vol. 150. N° 2. Pp. 121-128. April,

Year: 2003  |  ISBN/ISSN: 13502425

Author: URIBEETXEBERRIA EZPELETA, ROBERTO  

Desarrollo de una plataforma de monitorización y diagnóstico

COMUNICACION_CONGRESO  |  XIV Congreso de Máquinas-Herramienta y Tecnologías de Fabricación. San Sebastián. 14-16 Octubre. Pp. 279-292,

Year: 2002  |  ISBN/ISSN: 9788493182830

Author: ATXA URIBE, VICENTE   URIBEETXEBERRIA EZPELETA, ROBERTO   HERNANDEZ, J  

Adaptive space diversity for multicarrier CDMA schemes over fading radio channels

COMUNICACION_CONGRESO  |  Proceedings of the 2nd International Conference on Enterprise Information Systems, ICEIS2000. Stafford. Julio,

Year: 2000  |  ISBN/ISSN: 9729805016

Author: URIBEETXEBERRIA EZPELETA, ROBERTO   CARRASCO, R. A  

Space diversity for OFDM-CDMA systems over fading radio channels

COMUNICACION_CONGRESO  |  Proceedings of the 2000 IEE/EPSRC Postgraduate Research in Electronics and Photonics Conference (PREP). Jubilee Campus, University of Nottingham. 11-13 April,

Year: 2000

Author: CARRASCO, R. A   URIBEETXEBERRIA EZPELETA, ROBERTO  

¿Qué es internet?

ARTICULO  |  TU Lankide. N° 415. Julio,

Year: 1997  |  ISBN/ISSN: 20145047

Author: LAKARRA ARCOS, IGNACIO   LIZARRAGA DURANDEGUI, JESUS MARIA  

Intranet corporativa en MEP

ARTICULO  |  TU Lankide. N° 406. Pp. 26-27. Octubre,

Year: 1996  |  ISBN/ISSN: 20145047

Author: LIZARRAGA DURANDEGUI, JESUS MARIA   LAKARRA ARCOS, IGNACIO  

Promoting gender balance and inclusion in research, innovation and training

COMPETITIVO

Start Date:  2016-02-01  |  End Date:  2020-01-31

Financing: Europa

Participation: ALMA MATER STUDIORUM-UNIVERSITA DI BOLOGNA;CENTER FOR SOCIAL INNOVATION;ELHUYAR FUNDAZIOA;MINERVA COMMUNICATIONS;MONDRAGON UNIBERTSITATEA, S.COOP.;NATIONAL INSTITUTE OF CHEMISTRY;OZYEGIN UNIVERSITY;PROGETTO DONNA;SCHOOL OF ECONOMICS AND MANAGEMENT;SIN EMPRESA

Author: GONZALEZ DE HEREDIA LOPEZ DE SABANDO, ARANTXA (INVEST)   PEREZ REGUERA, ITZIAR (INVEST)  

Técnicas de inteligencia artificial para detectar piezas defectuosas

COMPETITIVO

Start Date:  2018-03-01  |  End Date:  2019-12-31

Financing: Gobierno Vasco

Participation: EDERTEK, S. COOP.;MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE Mª ARIZMENDIARRIETA, S. COOP.

Author: AGUIRRE ORTUZAR, AITOR (INVEST)   EZPELETA GALLASTEGI, ENAITZ (INVEST)   LOZANO SILVA, JAVIER (INVEST)   ZUGASTI URIGUEN, EKHI (INVEST)   Zurutuza Ortega, Urko (INVEST)  

Cybersegurtasunerako gaitasun osoa

COMPETITIVO

Start Date:  2018-07-01  |  End Date:  2019-12-31

Financing: Gobierno Vasco

Participation: BCAM - BASQUE CENTER FOR APPLIED MATHEMATICS;CEIT CENTRO DE ESTUDIOS E INVESTIGACIONES TÉCNICAS DE GIPUZKOA;FUNDACIÓN CENTRO DE TECNOLOGÍAS DE INTERACCIÓN VISUAL Y COMUNICACIONES VICOMTECH;FUNDACIÓN TECNALIA RESEARCH & INNOVATION;IKERLAN, S.COOP.;MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE Mª ARIZMENDIARRIETA, S. COOP.;UNIVERSIDAD DE NAVARRA;UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA

Author: GARITANO GARITANO, IÑAKI (INVEST)   Iturbe Urretxa, Mikel (INVEST)   Zurutuza Ortega, Urko (INVEST)  

Solución Integral de Analítica Avanzada de Datos para una Gestión y Asistencia Sanitaria Óptima

CONTRATO

Start Date:  2018-02-06  |  End Date:  2018-12-31

Financing: Gobierno Vasco

Participation: LKS, S.COOP.

Author: ALBERDI ARAMENDI, ANE (INVEST)   BASAGOITI ASTIGARRAGA, ROSARIO MARIA (INVEST)   EZPELETA GALLASTEGI, ENAITZ (INVEST)  

Motor de Procesamiento de Lenguaje Natural para el Enriquecimiento de Datos Sanitarios (2ª Anualidad)

COMPETITIVO

Start Date:  2018-03-01  |  End Date:  2018-12-31

Financing: Gobierno Vasco

Participation: ETIC EMBEDDED TECHNOLOGIES INNOVATION CENTER, S.COOP.;ISEA S.COOP;MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE Mª ARIZMENDIARRIETA, S. COOP.

Author: ALBERDI ARAMENDI, ANE (INVEST)   EZPELETA GALLASTEGI, ENAITZ (INVEST)   GARITANO GARITANO, IÑAKI (INVEST)   GOMEZ DIEZ, CARLOS (INVEST)   Zurutuza Ortega, Urko (INVEST)  

Multi-level Security for Critical Services

CONTRATO

Start Date:  2018-03-02  |  End Date:  2018-12-31

Financing: Gobierno Vasco

Participation: ENIGMEDIA

Author: FERNANDEZ ARRIETA, MIGUEL (INVEST)  

Sist. de Reducción de Emisiones y Consumos en la gestión local y remota de Vehículos Industriales, con especial afectación al entorno urbano, mediante empleo de Tec. de Acumulación Energética limpias

CONTRATO

Start Date:  2018-02-23  |  End Date:  2018-12-31

Financing: Gobierno Vasco

Participation: EIKA, S. COOP. LTDA.

Author: GARRO ARRAZOLA, UNAI (INVEST_PRINCIPAL)   REGUERA BAKHACHE, DANIEL (INVEST)  

ICT Powered Machining Software Suite

COMPETITIVO

Start Date:  2015-10-01  |  End Date:  2018-09-30

Financing: Europa

Participation: ACTIVEEON;CEDRAT TECHNOLOGIES, S.A.;DIAD GROUP;FIDIA;GAMAX KFT.;IDEKO, S.COOP.;MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE Mª ARIZMENDIARRIETA, S. COOP.;PROMOCIONES Y CONSTRUCCIONES MECÁNICAS MUGARRA S.A.;SORALUCE, S.COOP.;STIFTELSEN SINTEF;TAGUERI AKTIENGESELLSCHAFT;UNIVERSITY OF NOTTINGHAM

Author: AGUIRRE ORTUZAR, AITOR (INVEST)   ARISTIMUÑO OSORO, PATXI XABIER (INVEST)   ARRAZOLA ARRIOLA, PEDRO JOSE (INVEST)   BASAGOITI ASTIGARRAGA, ROSARIO MARIA (INVEST)   GARITANO GARITANO, IÑAKI (INVEST)   ILLARRAMENDI REZABAL, MIREN (INVEST)   Iturbe Urretxa, Mikel (INVEST)   LIZARRAGA DURANDEGUI, JESUS MARIA (INVEST)   Lakarra Arcos, Iñaki (INVEST)   SOLER MALLOL, DANIEL (INVEST)   Zurutuza Ortega, Urko (INVEST)  

Desarrollo de herramientas para la evaluación y testeo de la experiencia en entornos interactivos y digitales

CONTRATO

Start Date:  2016-09-01  |  End Date:  2017-06-30

Financing: Diputación Foral de Gipuzkoa

Participation: GOI SOLUTIONS, S.L.

Author: GONZALEZ OCHOANTESANA, ITSASO (INVEST)   LASA ERLE, GANIX (INVEST)   REGUERA BAKHACHE, DANIEL (INVEST)  

Diagnosis y Monitorización VibroAcústica

CONTRATO

Start Date:  2017-01-01  |  End Date:  2017-05-03

Financing: 

Participation: 

Author: ZUGASTI URIGUEN, EKHI (INVEST)  

CONAMON4.0 - control avanzado y monitorización para la industria 4.0 [MON]

COMPETITIVO

Start Date:  2016-01-01  |  End Date:  2017-05-01

Financing: 

Participation: 

Author: ZUGASTI URIGUEN, EKHI (INVEST)  

Análisis de escenarios para monitorización de lineas de montaje

CONTRATO

Start Date:  2017-01-01  |  End Date:  2017-05-01

Financing: 

Participation: 

Author: ZUGASTI URIGUEN, EKHI (INVEST)  

P02 - Observador de Hueco MTM avanzado

CONTRATO

Start Date:  2015-04-01  |  End Date:  2017-04-01

Financing: 

Participation: 

Author: ZUGASTI URIGUEN, EKHI (INVEST)  

Soluciones de monitorización y diagnosis para gestion avanzada de los elementos clave del tren de rodadura de vehiculos ferroviarios

COMPETITIVO

Start Date:  2016-01-01  |  End Date:  2017-04-01

Financing: 

Participation: 

Author: ZUGASTI URIGUEN, EKHI (INVEST)  

ELKARTEK 2016 - ALCON4.0 -Algoritmos de control avanzados para lineas de montaje 4.0

COMPETITIVO

Start Date:  2016-01-01  |  End Date:  2017-04-01

Financing: 

Participation: 

Author: ZUGASTI URIGUEN, EKHI (INVEST)  

Fatiga en rodamientos de grandes dimensiones

CONTRATO

Start Date:  2015-01-04  |  End Date:  2017-04-01

Financing: 

Participation: 

Author: ZUGASTI URIGUEN, EKHI (INVEST)  

Desarrollo de sistemas de fabricación de alta fiabilidad para piezas rotativas con altos requisitos de integridad superficial - II

COMPETITIVO

Start Date:  2014-02-01  |  End Date:  2016-12-31

Financing: Gobierno Español

Participation: DANOBAT, S.COOP;EKIN, S.COOP.LTDA.;GMTK, S.A.;IDEKO, S.COOP.;INDUSTRIA DE TURBO PROPULSORES, S.A.U.;MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE Mª ARIZMENDIARRIETA, S. COOP.;UNIVERSIDAD DEL PAIS VASCO / EUSKAL HERRIKO UNIBERTSITATEA

Author: APERRIBAY ZUBIA, FRANCISCO JAVIER (INVEST)   ARISTIMUÑO OSORO, PATXI XABIER (INVEST)   ARRAZOLA ARRIOLA, PEDRO JOSE (INVEST)   BASAGOITI ASTIGARRAGA, ROSARIO MARIA (INVEST)   FERNANDEZ MANCHADO, RAUL (INVEST)   GARAY ARAICO, AINARA (INVEST)   ILLARRAMENDI REZABAL, MIREN (INVEST)   MADARIAGA ZABALA, AITOR (INVEST)   SOLER MALLOL, DANIEL (INVEST)  

L3 - 2016 - TB2- CT1 - Diseño y monitorización de la salud estructural y Condition Monitoring

COMPETITIVO

Start Date:  2016-01-01  |  End Date:  2016-12-31

Financing: 

Participation: 

Author: ZUGASTI URIGUEN, EKHI (INVEST)  

Plataforma para la predicción de eventos meteorológicos de Alto Impacto Socio-económico

COMPETITIVO

Start Date:  2014-02-01  |  End Date:  2016-06-30

Financing: Ministerio de Economía y Competitividad

Participation: 

Author: LOZANO SILVA, JAVIER (INVEST)  

Desarrollo de cocina con movilidad automática e inteligente del mobiliario integrado con servicios multimedia.

COMPETITIVO

Start Date:  2014-07-01  |  End Date:  2016-06-30

Financing: OBE Hettich S.L.

Participation: 

Author: LOZANO SILVA, JAVIER (INVEST)  

Petty criminality diminution through sEarch and Analysis in multi-source video Capturing and archiving plaTform

COMPETITIVO

Start Date:  2014-04-01  |  End Date:  2016-05-31

Financing: Comisión Europea

Participation: 

Author: LOZANO SILVA, JAVIER (INVEST)  

Calderas de biomasa y máquinas de frío conectadas a un Centro de Control en la nube mediante Internet Industrial

COMPETITIVO

Start Date:  2015-04-04  |  End Date:  2015-12-31

Financing: 

Participation: 

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA ()  

L3 - 2015 - TB2- CT1 - Diseño y monitorización de la salud estructural y Condition Monitoring

COMPETITIVO

Start Date:  2015-04-01  |  End Date:  2015-12-31

Financing: 

Participation: 

Author: ZUGASTI URIGUEN, EKHI (INVEST)  

Eraginkortasun energetikoari begirada

COMPETITIVO

Start Date:  2014-04-01  |  End Date:  2015-06-30

Financing: Diputación Foral de Gipuzkoa

Participation: 

Author: LOZANO SILVA, JAVIER (INVEST)  

NewSHIELD

CONTRATO

Start Date:  2011-09-01  |  End Date:  2015-03-31

Financing: ARTEMIS Joint Undertaking

Participation: 

Author: GARITANO GARITANO, IÑAKI (INVEST)  

Citi-Sense-MOB

CONTRATO

Start Date:  2014-03-06  |  End Date:  2015-03-31

Financing: EMMIA (European Mobile and Mobility Industries Alliance)

Participation: 

Author: GARITANO GARITANO, IÑAKI (INVEST)  

GravidPluss

CONTRATO

Start Date:  2014-04-03  |  End Date:  2015-03-31

Financing: NFR (The Research Council of Norway)

Participation: 

Author: GARITANO GARITANO, IÑAKI (INVEST)  

Plataforma Micrometeo

COMPETITIVO

Start Date:  2010-07-01  |  End Date:  2013-12-31

Financing: Ministerio de Ciencia e Innovación

Participation: 

Author: LOZANO SILVA, JAVIER (INVEST)  

L3 - 2013 -Fiabilidad Estructural y MecatronicaMecatronica (Diseño, monitorización de la salud estructural y Condition monitoring)

COMPETITIVO

Start Date:  2013-01-01  |  End Date:  2013-12-31

Financing: 

Participation: 

Author: ZUGASTI URIGUEN, EKHI (INVEST)  

Plataforma para la Edición Multimedia Cooperativa y Ágil en la Nube.

CONTRATO

Start Date:  2011-07-01  |  End Date:  2013-08-31

Financing: Hispavista

Participation: 

Author: LOZANO SILVA, JAVIER (INVEST)  

GRAFEMA

COMPETITIVO

Start Date:  2012-01-01  |  End Date:  2012-10-31

Financing: Diputación Foral de Gipuzkoa

Participation: 

Author: LOZANO SILVA, JAVIER (INVEST)  

Contenidos de Internet en la Televisión-Alta Definición

COMPETITIVO

Start Date:  2009-12-01  |  End Date:  2011-03-31

Financing: Ministerio de Industria, Turismo y Comercio.

Participation: 

Author: LOZANO SILVA, JAVIER (INVEST)  

Diseño y Desarrollo de un Sistema de Análisis Multimedia de Contenido Audiovisual en Plataformas Web Colaborativas

CONTRATO

Start Date:  2008-07-01  |  End Date:  2010-12-31

Financing: Hispavista

Participation: 

Author: LOZANO SILVA, JAVIER (INVEST)  

Euskalert, Episodio II: Servicios Avanzados de Análisis en la Red Vasca de Honeypots

COMPETITIVO

Start Date:  2008-09-01  |  End Date:  2010-08-31

Financing: 

Participation: 

Author: EZPELETA GALLASTEGI, ENAITZ (COLABORADOR)  

Distribución Inteligente de Contenidos Semánticos a través de Interfaces Multimodales

COMPETITIVO

Start Date:  2009-09-01  |  End Date:  2010-07-01

Financing: Ministerio de Industria, Turismo y Comercio

Participation: 

Author: LOZANO SILVA, JAVIER (INVEST)  

Red Interactiva Multiplataforma de distribución de contenidos audiovisuales.

COMPETITIVO

Start Date:  2008-05-01  |  End Date:  2009-12-31

Financing:  Plan Avanza I+D - Ministerio de Industria, Comercio y Turismo

Participation: 

Author: LOZANO SILVA, JAVIER (INVEST)  

Plataforma de Seguridad Avanzada Para Sistemas de Control Basados en SCADA

CONTRATO

Start Date:  2008-04-01  |  End Date:  2009-11-30

Financing: Ministerio de Industria, Turismo y Comercio, a traves del Plan Avanza I+D (sello EUROSTARS)

Participation: 

Author: GARITANO GARITANO, IÑAKI (COLABORADOR)  

Hogar Multimedia Inteligente

COMPETITIVO

Start Date:  2007-01-01  |  End Date:  2008-12-31

Financing: GOBIERNO VASCO

Participation: 

Author: LOZANO SILVA, JAVIER (INVEST)  

Thesis made

Early diagnosis of disorders based on behavioural shifts and biomedical signals

Reading date:  2017-08-31

Director: Dr. Asier Aztiria Goenaga, Dr. Adrian Basarab

Author: ALBERDI ARAMENDI, ANE  

Data-Driven Anomaly Detection in Industrial Networks

Reading date:  2017-05-16

Director: Urko Zurutuza, Roberto Uribeetxeberria

Author: Iturbe Urretxa, Mikel  

New approaches for content-based analysis towards Online Social Network spam detection

Reading date:  2016-09-30

Director: Urko Zurutuza, José María Gómez Hidalgo

Author: EZPELETA GALLASTEGI, ENAITZ  

Aprendizaje supervisado eficiente para el análisis de datos geoespaciales a gran escala

Reading date:  2015-12-14

Director: Ekaitz Zulueta Guerrero, Marco Quartulli

Author: LOZANO SILVA, JAVIER  

Generación de Modelos de Comportamiento para la Detección de Anomalías en Sistemas de Control Industrial

Reading date:  2014-02-14

Director: Roberto Uribeetxeberria, Urko Zurutuza

Author: GARITANO GARITANO, IÑAKI  

Design and validation of a methodology for wind energy structures health monitoring

Reading date:  2014-01-16

Director:

Author: ZUGASTI URIGUEN, EKHI  

Sistemas Interactivos Inteligentes de Ayuda al Aprendizaje de Destrezas Físicas

Reading date:  2013-12-19

Director: Luis Matey Muñoz

Author: AGUIRRE ORTUZAR, AITOR  

Data mining approaches for analysis of worm activity toward automatic signature generation

Reading date:  2008-01-09

Director: Roberto Uribeetxeberria y Diego Zamboni (IBM Zurich Research Laboratory)

Author: Zurutuza Ortega, Urko  

Técnicas de minería de datos aplicadas a series temporales bursátiles

Reading date:  2007-03-07

Director: Tim Smithers

Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA  

Adaptive space diversity and ring coding for multicarrier CDMA over mobile radio channels.

Reading date:  2001-07-01

Director: Rolando A. Carrasco

Author: URIBEETXEBERRIA EZPELETA, ROBERTO  

Directed thesis

Inventory routing problem with stochastic demand and lead time

Reading date: 

Author: Roldan Nariño, Raul Fabian

Director: BASAGOITI ASTIGARRAGA, ROSARIO MARIA  

Detección de intencionalidad en mensajes para la mejora de filtros anti-spam en Redes Sociales

Reading date: 

Author: Iñaki Velez de Mendizabal

Director: EZPELETA GALLASTEGI, ENAITZ   Zurutuza Ortega, Urko  

Software Defined Networking Approaches for Security in Industrial Control Systems

Reading date: 

Author: Markel Sainz Oruna

Director: GARITANO GARITANO, IÑAKI  

Data-driven framework for optimizing Human-Computer Interaction

Reading date: 

Author: Daniel Reguera Bakhache

Director: GARITANO GARITANO, IÑAKI  

Metodología para el diseño, implementación y mantenimiento de sistemas de seguridad para scada

Reading date: 

Author: Garitano Garitano, Iñaki

Director: URIBEETXEBERRIA EZPELETA, ROBERTO  

Clasificación Automática de Imágenes mediante Técnicas de Data Mining para el Filtrado de Correo Spam

Reading date: 

Author: ,

Director: URIBEETXEBERRIA EZPELETA, ROBERTO  

Honeyphones: A Framework for Monitoring and Remediation of Attacks on Mobile Devices through Data Mining

Reading date: 

Author: Somarriba Jarquin, Oscar Manuel

Director: URIBEETXEBERRIA EZPELETA, ROBERTO  

DATA-DRIVEN MODELING AND OPTIMIZATION OF INDUSTRIAL PROCESSES. A BIG DATA APPROACH

Reading date: 

Author: Iñigo Lecuona Mugica

Director: Zurutuza Ortega, Urko  

Data-Intensive Security Mechanisms for Industrial Control Systems

Reading date: 

Author: Mikel Iturbe Urretxa

Director: Zurutuza Ortega, Urko  

Monitoring Security of Mobile Applications' Behaviour

Reading date: 

Author: Oscar Somarriba Jarquin

Director: Zurutuza Ortega, Urko  

Intensive data-driven approaches to aid in decision-making of proactive maintenance strategies

Reading date: 

Author: Javier Fernandez Anakabe

Director: Zurutuza Ortega, Urko  

Data-Driven Anomaly Detection in Industrial Networks

Reading date:  2017-05-16

Author: Iturbe Urretxa, Mikel

Director: URIBEETXEBERRIA EZPELETA, ROBERTO  

New approaches for content-based analysis towards Online Social Network spam detection

Reading date:  2016-09-30

Author: Ezpeleta Gallastegi, Enaitz

Director: Zurutuza Ortega, Urko  

Design and implementation of dynamic genetic algorithms for lift group control with passenger information to improve time and energy performance with adaptation to traffic patterns

Reading date:  2014-04-30

Author: Beamurgia Bengoa, Maite

Director: BASAGOITI ASTIGARRAGA, ROSARIO MARIA  

Behavioral Modeling for Anomaly Detection in Industrial Control System

Reading date:  2014-02-10

Author: Garitano Garitano, Iñaki

Director: Zurutuza Ortega, Urko  

DATA MINING APPOACHES FOR ANALYSIS OF WORM ACTIVITY TOWARD AUTOMATIC SIGNATURE GENERATION

Reading date:  2008-01-11

Author: Zurutuza Ortega, Urko

Director: URIBEETXEBERRIA EZPELETA, ROBERTO  

 

Zurutuza Ortega, Urko

uzurutuza@mondragon.edu