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.
| 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 LINO FERREIRA, LUIS ZURUTUZA ORTEGA, URKO JANTUNEN, ERKKI |
| A Big Data implementation of the MANTIS Reference Architecture for Predictive Maintenance ARTICULO | Journal of Systems and Control Engineering (Proceedings of the Institution of Mechanical Engineers, Part I). Sage. First Published 21 March, Year: 2019 | ISBN/ISSN: Online 20413041 Author: LARRINAGA BARRENECHEA, FELIX FERNANDEZ ANAKABE, JAVIER ZUGASTI URIGUEN, EKHI GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO OLAIZOLA ALBERDI, JON ANASAGASTI, MIKEL MONDRAGON, MIKEL |
| The MANTIS Book. Cyber Physical System Based Proactive Collaborative Maintenance LIBRO | Year: 2019 | ISBN/ISSN: Online 9788793609846 Author: ZURUTUZA ORTEGA, URKO JANTUNEN, ERKKI PAPA, GREGOR |
| 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. Vol. 102. Nº 5–8. Pp 2133–2146. June, 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 |
| Análisis de arquitecturas tecnológicas para el nuevo paradigma de la industria 4.0 = Analysis of technological architectures for the new paradigm of the industry 4.0 ARTICULO | Dyna (Spain). Vol. 94. Nº 3. Pp. 267-271. Mayo-Junio, Year: 2019 | ISBN/ISSN: 00127361 Author: LARRINAGA BARRENECHEA, FELIX ALDALUR CEBERIO, IÑIGO ILLARRAMENDI REZABAL, MIREN ITURBE URRETXA, MIKEL PEREZ LAZARE, JOSE MARIA UNAMUNO EGUREN, GORKA SALVIDEA CAMPUZANO, JON LAZCANOITURBURU, IÑAKI |
| 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 URCHEGUI, GORKA ECIOLAZA ECHEVERRIA, LUKA ZURUTUZA ORTEGA, URKO CRAAMER, PETER |
| Analyze, Sense, Preprocess, Predict, Implement, and Deploy (ASPPID): An incremental methodology based on data analytics for cost-efficiently monitoring the industry 4.0 ARTICULO | Engineering Applications of Artificial Intelligence. Vol. 82. Pp. 30-43. June, Year: 2019 | ISBN/ISSN: 09521976 Author: PARA FERNANDEZ, JESUS DEL SER, JAVIER NEBRO, ANTONIO J. ZURUTUZA ORTEGA, URKO HERRERA, FRANCISCO |
| 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. January, Year: 2019 | ISBN/ISSN: 19961073 Author: ZULUETA, EKAITZ FERNANDEZ GAMIZ, UNAI LOZANO SILVA, JAVIER LOPEZ-GUEDE, JOSE MANUEL |
| 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: Print 9788793609853 Author: GARCÍA, RAQUEL GIJSBERS, JEROEN ZUGASTI URIGUEN, EKHI WEBERS, GODFRIED OLAIZOLA ALBERDI, JON SILLITTI, ALBERTO BRABANDERE, KAREL DE GRÄDLER, MATHIAS ALBANO, MICHELE ANASAGASTI, MIKEL AGUIRREGABIRIA, MARÍA ARANBURU, ANDOITZ BARBIERI, MAURO BARRUTIA INZA, IBAN BERGMANN, ANSGAR BOOSTEN, MARCEL CASAIS, RUI CHICO, DAVID CIANCARINI, PAOLO DAM, PAULIEN ORIO, GIOVANNI DI EGUILUZ, XABIER EERLAND, KAREL ESPOSITO, SALVATORE FÉLIX, CATARINA FERNANDEZ ANAKABE, JAVIER LINO FERREIRA, LUIS HERNÁNDEZ, SILVIA FRANKÓ, ATTILA JANTUNEN, ERKKI LARRINAGA BARRENECHEA, FELIX MOLDOVÁN, ISTVÁN MONDRAGON, MIKEL PAPA, GREGOR PRIMI, STEFANO PRAÇA, ISABEL SAIZ, EDUARDO RICCARDI, MARIO RODRIGUEZ, JON ROMERO, RICARDO SALO, VELI-PEKKA SÁNCHEZ, MÓNICA SOARES, CARLOS SPRONG, HANS TERWEE, DAAN VOET, JAAP VAN DER AKÇAY, ALP ZURUTUZA ORTEGA, URKO POKLUKAR, SPELA HEGEDűS, CSABA GABILONDO, IOSU RAUHALA, VILLE VARGA, PAL VEIGA, ALEJANDRO VIGUERA, MIKEL |
| Aging Modulates the Resting Brain after a Memory Task: A Validation Study from Multivariate Models ARTICULO | Entropy. Vol. 21. Nº 4. 411. 17 April, Year: 2019 | ISBN/ISSN: 1099430 Author: ISUSQUIZA GARCIA, ERIK ERRARTE YARZA, ANE BARRENECHEA CARRASCO, MAITANE ALBERDI ARAMENDI, ANE HERNÁNDEZ LORCA, MARÍA SOLESIO JOFRE, ELENA |
| Analysis of task execution in a data visualisation interface and its influence on individual performance = Análisis de la ejecución de tareas en una interfaz de visualización de datos y su implicación en el desempeño individual COMUNICACION_CONGRESO | Proceedings of the XX International Conference on Human Computer Interaction. Donostia, Gipuzkoa, Spain — June 25-28, 2019. ACM, Year: 2019 | ISBN/ISSN: 9781450371766 Author: MAZMELA ECHAVE, MAITANE LASA ERLE, GANIX AGUIRRE ORTUZAR, AITOR |
| 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 |
| 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 FERREIRA, HUGO DAM, PAULIEN FERREIRO, SUSANA GIJSBERS, JEROEN HEGEDűS, CSABA HE, SHENG HOLENDERSKI, MIKE HOOGHOUDT, JAN-OTTO LECUONA MUGICA, IÑIGO LETURIONDO, URKO MARCELIS, QUINTEN MOLDOVÁN, ISTVÁN REBELO DE SÁ, CLÁUDIO OKAFOR, EMMANUEL ROMERO, RICARDO SARR, BABACAR SHEKAR, ARVIND KUMAR SCHOMAKER, LAMBERT SOARES, CARLOS SPRONG, HANS TOURWÉ, TOM THEODORSEN, SØREN URCHEGUI, GORKA WEBERS, GODFRIED YANG, YI ZUBALIY, ANDRIY ZUGASTI URIGUEN, EKHI ZURUTUZA ORTEGA, URKO |
| Who’s There? Evaluating Data Source Integrity and Veracity in IIoT Using Multivariate Statistical Process Control LIBRO_CAPITULO | Security and Privacy Trends in the Industrial Internet of Things. Advanced Sciences and Technologies for Security Applications. Editor, C. Alcaraz. Springer. First Online: 14 May, Year: 2019 | ISBN/ISSN: Online 9783030123307 Author: GARITANO GARITANO, IÑAKI ITURBE URRETXA, MIKEL EZPELETA GALLASTEGI, ENAITZ ZURUTUZA ORTEGA, URKO |
| 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 |
| 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: COOK, DIANE AZTIRIA GOENAGA, ASIER ALBERDI ARAMENDI, ANE WEAKLEY, ALYSSA SCHMITTER-EDGECOMBE, MAUREEN |
| 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 |
| 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: ARISTIMUÑO OSORO, PATXI XABIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA ARRAZOLA ARRIOLA, PEDRO JOSE LAZCANO RAYO, XABIER SELA BARRIAL, ANDRES |
| 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 |
| 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 |
| 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 |
| 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, ERIS |
| 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: URIBEETXEBERRIA EZPELETA, ROBERTO PIETRABISSA, ANTONIO DELLI PRISCOLI, FRANCESCO SURACI, VINCENZO MIGNANTI, SILVANO LIBERATI, FRANCESCO PANFILI, MARTINA MORGAGNI, ANDREA AZZONI, PAOLO NOLL, JOSEF DI GIORGIO, ALESSANDRO |
| 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. |
| New approaches to integrating emotional aspects in the euristic evaluation of digital solutions = Nuevos planteamientos para integrar aspectos emocionales en la evaluación heurística de las soluciones digitales COMUNICACION_CONGRESO | Proceedings from the 22nd International Congress on Project Management and Engineering (Madrid, July 2018) = Comunicaciones presentadas al XXII Congreso Internacional de Dirección e Ingeniería de Proyectos, celebrado en Madrid del 11al 13 de julio de 2018. Pp. 1867- 1878. AEIPRO, Year: 2018 | ISBN/ISSN: 9788409051328 Author: ARANBURU ZABALO, ERIK ARANBURU ZABALO, ERIK ARANBURU Zabalo, Erik REGUERA BAKHACHE, DANIEL JUSTEL LOZANO, DANIEL LASA ERLE, GANIX MAZMELA ECHAVE, MAITANE |
| 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 COOK, DIANE BASARAB, ADRIAN |
| 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 |
| 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: MAZMELA ECHAVE, MAITANE ARANBURU Zabalo, Erik ARANBURU ZABALO, ERIK ARANBURU ZABALO, ERIK REGUERA BAKHACHE, DANIEL LASA ERLE, GANIX |
| 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: MAZMELA ECHAVE, MAITANE REGUERA BAKHACHE, DANIEL LASA ERLE, GANIX ARANBURU Zabalo, Erik ARANBURU ZABALO, ERIK ARANBURU ZABALO, ERIK GONZALEZ OCHOANTESANA, ITSASO |
| 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 |
| 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 |
| 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: GARITANO GARITANO, IÑAKI GÓMEZ, JOSE MARÍA ZURUTUZA ORTEGA, URKO EZPELETA GALLASTEGI, ENAITZ ARENAZA NUÑO, IGNACIO |
| 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 PEREZ RIAÑO, ALAIN LARRINAGA BARRENECHEA, FELIX CORTEZ, RONNY ADALBERTO BARRASA, EKAITZ URRUTIA, AINARA |
| 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 |
| 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 |
| 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 |
| 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 |
| 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: Print 9783319671796 Author: SAINZ ORUNA, MARKEL ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO |
| 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 REGUERA BAKHACHE, DANIEL LASA ERLE, GANIX GERRIKAGOITIA ARRIEN, JON KEPA IRURETAGOIENA IRAZUSTA, GARIKOITZ |
| 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. |
| 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 |
| 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 VASALLO BELVER, ALI ARENAZA NUÑO, IGNACIO LARRINAGA BARRENECHEA, FELIX HERNÁNDEZ, JUAN LUIS |
| 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: BEUDAERT, XAVIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA ILLARRAMENDI REZABAL, MIREN KUZNIAREK, KRYSTIAN ADAM BENGUIGUI, MICHAEL |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 LINO FERREIRA, LUIS ZURUTUZA ORTEGA, URKO |
| 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: GÓMEZ HIDALGO, JOSÉ MARÍA EZPELETA GALLASTEGI, ENAITZ 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: CAMACHO, JOSÉ URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI |
| 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: BASARAB, ADRIAN ALBERDI ARAMENDI, ANE AZTIRIA GOENAGA, ASIER |
| 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: 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 |
| 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 |
| 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: ALBERDI ARAMENDI, ANE AZTIRIA GOENAGA, ASIER BASARAB, ADRIAN |
| 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 |
| 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 HORMAETXE FERNANDEZ, EXABIER APERRIBAY ZUBIA, FRANCISCO JAVIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA ARRAZOLA ARRIOLA, PEDRO JOSE |
| 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: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO DELOSIÈRES, LAURENT NADJM-TEHRANI, SIMIN |
| 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. |
| 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 GÓMEZ HIDALGO, JOSÉ MARÍA EZPELETA GALLASTEGI, ENAITZ |
| 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 |
| 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: ZURUTUZA ORTEGA, URKO EZPELETA GALLASTEGI, ENAITZ GÓMEZ HIDALGO, JOSÉ MARÍA |
| 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 |
| 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 |
| 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: GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO ARENAZA NUÑO, IGNACIO ITURBE URRETXA, MIKEL URIBEETXEBERRIA EZPELETA, ROBERTO IZAGIRRE AIZPITARTE, UNAI |
| 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: FERNANDEZ ARRIETA, MIGUEL LIZARRAGA DURANDEGI, JESÚS ITURBE URRETXA, MIKEL ARENAZA NUÑO, IGNACIO LIZARRAGA DURANDEGUI, JESUS MARIA GARITANO GARITANO, IÑAKI |
| 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 |
| 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 GUTIÉRREZ CABALLERO, SUSANA MARÍA VASALLO BELVER, ALI |
| 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: URIBEETXEBERRIA EZPELETA, ROBERTO ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO |
| 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. |
| 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: FAYYAD, SERAJ GARITANO GARITANO, IÑAKI NOLL, JOSEF |
| 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. IATED, Year: 2015 | ISBN/ISSN: 9788460657637 Author: ARENAZA NUÑO, IGNACIO BASAGOITI ASTIGARRAGA, ROSARIO MARIA |
| 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: LUKASSE, MIRJAM BORGEN, IREN GARITANO GARITANO, IÑAKI NOLL, JOSEF |
| 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 |
| 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. |
| 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 |
| 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: ZURUTUZA ORTEGA, URKO HERRERO, ÁLVARO SEDANO,JAVIER CORCHADO, EMILIO |
| 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 LARRINAGA BARRENECHEA, FELIX RODRIGUEZ, DANIEL URIBEETXEBERRIA EZPELETA, ROBERTO |
| 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: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO ARENAZA NUÑO, IGNACIO |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 GARITANO GARITANO, IÑAKI ITURBE URRETXA, MIKEL ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO |
| 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 FAYYAD, SERAJ ASBERG, ERIK ABIE, HABTAMU |
| 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 |
| Feature Selection - Extraction Methods based on PCA and Mutual Information to improve Damage Detection problem in Offshore Wind Turbines ARTICULO | Key Engineering Materials. Vol. 569-570. Pp. 620-627. July, Year: 2013 | ISBN/ISSN: 10139826 Author: ZUGASTI URIGUEN, EKHI MUJICA, LUIS E. ANDUAGA, JAVIER MARTINEZ, FERNANDO |
| Damage Identification in a Laboratory Offshore Wind Turbine Demonstrator ARTICULO | Key Engineering Materials. Vol. 569-570. Pp. 555-562. July, Year: 2013 | ISBN/ISSN: 10139826 Author: ZUGASTI URIGUEN, EKHI ANDUAGA, JAVIER |
| 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: Online 20527233 Author: BEAMURGIA BENGOA, MAITE PETERS, RICHARD BASAGOITI ASTIGARRAGA, ROSARIO MARIA KACZMARCZYK, S |
| 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: COOK, D. IZAGUIRRE ALTUNA, ALBERTO AZTIRIA GOENAGA, ASIER AUGUSTO, JUAN CARLOS 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: ARANA AREXOLALEIBA, NESTOR MARKIEGI GONZALEZ, URTZI OYARZUN GOYALDE, JAVIER VELEZ DE MENDIZABAL GONZALEZ, IÑAKI |
| A Comparative Assessment of Two SHM Damage Detection Methods in a Laboratory Tower ARTICULO | Advances in Science and Technology. Vol. 83. Pp. 232-239. September, Year: 2012 Author: ZUGASTI URIGUEN, EKHI GÓMEZ GONZÁLEZ, ANA ANDUAGA, JAVIER ARREGUI, MIGUEL ÁNGEL MARTINEZ, FERNANDO |
| 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: ZURUTUZA ORTEGA, URKO ARENAZA NUÑO, IGNACIO URIBEETXEBERRIA EZPELETA, ROBERTO |
| Actas de la XII Reunión Española sobre Criptología y Seguridad de la Información LIBRO | Year: 2012 | ISBN/ISSN: 9788461599332 Author: URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO ARENAZA NUÑO, IGNACIO |
| 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 |
| 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 |
| 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: ESPEJO, G. AUGUSTO, JUAN CARLOS AZTIRIA GOENAGA, ASIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA |
| 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: NABERAN, AITZOL REGUERA BAKHACHE, DANIEL AZPILLAGA, JOSU FERNÁNDEZ, LUIS |
| 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: IZAGUIRRE ALTUNA, ALBERTO BASAGOITI ASTIGARRAGA, ROSARIO MARIA AUGUSTO, JUAN CARLOS AZTIRIA GOENAGA, ASIER COOK, DIANE |
| 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: AZTIRIA GOENAGA, ASIER ORDOÑEZ RODRÍGUEZ, IGOR BASAGOITI ASTIGARRAGA, ROSARIO MARIA PADILLA, ION |
| 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: CORCHADO, EMILIO ZURUTUZA ORTEGA, URKO |
| 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: Online 9783642166266 Author: EZPELETA GALLASTEGI, ENAITZ URIBEETXEBERRIA EZPELETA, ROBERTO PORRAS, SANTIAGO ARENAZA NUÑO, IGNACIO ZURUTUZA ORTEGA, URKO VERGARA, EKHIOTZ |
| 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: EZPELETA GALLASTEGI, ENAITZ HERRERO, ÁLVARO CORCHADO, EMILIO ZURUTUZA ORTEGA, URKO EZPELETA GALLASTEGI, ENAITZ |
| 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 ROSELL, ANTONI UGARTE BARRENA, DONE |
| 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: BASAGOITI ASTIGARRAGA, ROSARIO MARIA ISTURIZ BUSTO, AITOR IGARTUA, AMAIA VIÑALS, JAVIER FERNÁNDEZ, SANTIAGO |
| 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 |
| 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 |
| 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: NOVO, JUSTO TORRE, EDUARDO DE LA FERNÁNDEZ, SANTIAGO VIÑAL, JAVIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA |
| 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 |
| 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: FERNANDEZ ARRIETA, MIGUEL VELEZ DE MENDIZABAL GONZALEZ, IÑAKI ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO LIZARRAGA DURANDEGUI, JESUS MARIA EZPELETA GALLASTEGI, ENAITZ |
| 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: URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO GARITANO, IÑAKI PORRAS, SANTIAGO ARENAZA NUÑO, IGNACIO CORCHADO, EMILIO GARITANO GARITANO, IÑAKI HERRERO, ÁLVARO |
| 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: 9783642166259 Author: URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO FERNANDEZ ARRIETA, MIGUEL |
| 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: ZURUTUZA ORTEGA, URKO AZTIRIA GOENAGA, ASIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA |
| 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 BASAGOITI ASTIGARRAGA, ROSARIO MARIA AUGUSTO, JUAN CARLOS COOK, D. AZTIRIA GOENAGA, ASIER |
| 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: BEAMURGIA BENGOA, MAITE AZTIRIA GOENAGA, ASIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA |
| 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: REYES, MARIO AZTIRIA GOENAGA, ASIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA SANTAFÉ, GUZMÁN ZURUTUZA ORTEGA, URKO |
| 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: AUGUSTO, JUAN CARLOS COOK, DIANE AZTIRIA GOENAGA, ASIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA IZAGUIRRE ALTUNA, ALBERTO |
| 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 |
| 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 |
| 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 |
| 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: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO VELEZ DE MENDIZABAL GONZALEZ, IÑAKI FERNANDEZ ARRIETA, MIGUEL |
| 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: URIBEETXEBERRIA EZPELETA, ROBERTO LAKARRA ARCOS, IGNACIO |
| 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 |
| Servicios de red en Linux: DNS, DHCP, WWW, Correo y Proxy LIBRO | Year: 2008 | ISBN/ISSN: 9788460807490 Author: VELEZ DE MENDIZABAL GONZALEZ, IÑAKI ARENAZA NUÑO, IGNACIO |
| 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: FERNANDEZ ARRIETA, MIGUEL URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO VELEZ DE MENDIZABAL GONZALEZ, IÑAKI ZAMBONI, D. |
| 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 URIBEETXEBERRIA EZPELETA, ROBERTO URIBEETXEBARRIA, ROBERTO ZURUTUZA ORTEGA, URKO 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: LIZARRAGA DURANDEGUI, JESUS MARIA FERNANDEZ ARRIETA, MIGUEL ZURUTUZA ORTEGA, URKO AZKETA, E. URIBEETXEBERRIA EZPELETA, ROBERTO 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: 9788497326070 Author: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO FERNANDEZ ARRIETA, MIGUEL |
| 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 |
| 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 |
| 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 |
| 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: URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO |
| 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 |
| 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: URIBEETXEBERRIA EZPELETA, ROBERTO 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: LIZARRAGA DURANDEGUI, JESUS MARIA VELEZ DE MENDIZABAL GONZALEZ, IÑAKI 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 ZURUTUZA ORTEGA, URKO LIZARRAGA DURANDEGUI, JESUS 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: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO |
| 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 |
| 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 HERNANDEZ, J URIBEETXEBERRIA EZPELETA, ROBERTO |
| 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 |
| 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: CARRASCO, R. A URIBEETXEBERRIA EZPELETA, ROBERTO |
| ¿Qué es internet? ARTICULO | TU Lankide. N° 415. Julio, Year: 1997 | ISBN/ISSN: 20145047 Author: LIZARRAGA DURANDEGUI, JESUS MARIA LAKARRA ARCOS, IGNACIO |
| 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) |
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| 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) |
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| Multi-level Security for Critical Services CONTRATO Start Date: 2018-03-02 | End Date: 2018-12-31 Financing: Gobierno Vasco Participation: ENIGMEDIA |
| 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) |
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| 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: |
| 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: |
| Citi-Sense-MOB CONTRATO Start Date: 2014-03-06 | End Date: 2015-03-31 Financing: EMMIA (European Mobile and Mobility Industries Alliance) Participation: |
| GravidPluss CONTRATO Start Date: 2014-04-03 | End Date: 2015-03-31 Financing: NFR (The Research Council of Norway) Participation: |
| 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: |
| 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: |
| 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 |
| Adaptive space diversity and ring coding for multicarrier CDMA over mobile radio channels. Reading date: 2001-07-01 Director: Rolando A. Carrasco |
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 |
| 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 |