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.

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Group brochure

Offers of employment and doctorate

Discover the job and thesis offers at Mondragon Unibertsitatea, we can have a position of interest for you.

Job offers

Thesis offers

AGUIRRE ORTUZAR, AITOR
ALBERDI ARAMENDI, ANE
BASAGOITI ASTIGARRAGA, ROSARIO MARIA
CERNUDA GARCIA, CARLOS
EZPELETA GALLASTEGI, ENAITZ
FERNANDEZ ARRIETA, MIGUEL
GARCIA CABALLERO, ELIXABETE
GARITANO GARITANO, IÑAKI
GOMEZ DIEZ, CARLOS
Iturbe Urretxa, Mikel
Lakarra Arcos, Iñaki
LIZARRAGA DURANDEGUI, JESUS MARIA
PEREZ REGUERA, ITZIAR
REGUERA BAKHACHE, DANIEL
SERRADILLA CASADO, OSCAR
URIBEETXEBERRIA EZPELETA, ROBERTO
VELEZ DE MENDIZABAL GONZALEZ, IÑAKI
ZUGASTI URIGUEN, EKHI
Zurutuza Ortega, Urko

Deep packet inspection for intelligent intrusion detection in software-defined industrial networks: A proof of concept ARTICULO \| Logic Journal of the IGPL. Vol. 28. N. 4. Pp. 461-472, Year: 2020 \| ISBN/ISSN: Online 1368-9894 Author: SAINZ ORUNA, MARKEL GARITANO GARITANO, IÑAKI ITURBE URRETXA, MIKEL ZURUTUZA ORTEGA, URKO
A methodology and experimental implementation for industrial robot health assessment via torque signature analysis ARTICULO \| Applied Scinces. Vol. 10. N.21. N. Artículo 7883, Year: 2020 \| ISBN/ISSN: 2076-3417 Author: IZAGIRRE AIZPITARTE, UNAI ANDONEGUI ARTEGUI, IMANOL EGEA CACERES, ARITZ IMANOL ALEJAND ZURUTUZA ORTEGA, URKO
Towards manufacturing robotics accuracy degradation assessment: A vision-based data-driven implementation ARTICULO \| Robotics and Computer-Integrated Manufacturing. Vol. 67. N. Art. 102029, Year: 2020 \| ISBN/ISSN: 0736-5845 Author: IZAGIRRE AIZPITARTE, UNAI ANDONEGUI ARTEGUI, IMANOL ECIOLAZA ECHEVERRIA, LUKA ZURUTUZA ORTEGA, URKO
Torque-based methodology and experimental implementation for industrial robot standby pose optimization ARTICULO \| International Journal of Advanced Manufacturing Technology. Early Access. October, Year: 2020 \| ISBN/ISSN: 0268-3768 Author: IZAGIRRE AIZPITARTE, UNAI ARCIN, GAUTIER ANDONEGUI ARTEGUI, IMANOL ECIOLAZA ECHEVERRIA, LUKA ZURUTUZA ORTEGA, URKO
Novel email spam detection method using sentiment analysis and personality recognition ARTICULO \| Logic Journal of the IGPL. Vol. 28. N. 1. Pp. 83–94. February, Year: 2020 \| ISBN/ISSN: Online 1368-9894 Author: EZPELETA GALLASTEGI, ENAITZ VELEZ DE MENDIZABAL GONZALEZ, IÑAKI GÓMEZ HIDALGO, JOSÉ MARÍA ZURUTUZA ORTEGA, URKO
Validation of Random Forest Machine Learning Models to Predict Dementia-Related Neuropsychiatric Symptoms in Real-World Data ARTICULO \| Journal of Alzheimer's Disease. Vol. 77. N. 2. Pp. 855-864, Year: 2020 \| ISBN/ISSN: 1875-8908 Online Author: GOROSTIZA, ANIA IBARRONDO OLAGÜENAGA, OLIVER CERNUDA GARCIA, CARLOS ARROSPIDE, ARANTZAZU IRUIN, ÁLVARO LARRAÑAGA URIBEETXEBERRIA, IGOR TAINTA, MIKEL EZPELETA GALLASTEGI, ENAITZ ALBERDI ARAMENDI, ANE
Optimización de parámetros de CNC de acuerdo a criterios de productividad usando un modelo de máquina basada en redes neuronales = Optimization of CNC parameters according to productivity criteria using a machine model based on neural networks ARTICULO \| DYNA. Vol. 95. N. 5. Pp. 514-519. Septiembre-Octubre, Year: 2020 \| ISBN/ISSN: 00127361 Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA BEAMURGIA BENGOA, MAITE MARTÍNEZ DE ALEGRÍA SÁENZ DE CASTILLO, JORGE
Interpreting Remaining Useful Life estimations combining Explainable Artificial Intelligence and domain knowledge in industrial machinery COMUNICACION_CONGRESO \| 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Glasgow, United Kingdom, Year: 2020 \| ISBN/ISSN: 978-1-7281-6932-3 Author: SERRADILLA CASADO, OSCAR ZUGASTI URIGUEN, EKHI CERNUDA GARCIA, CARLOS ARANBURU IRASTORZA, ANDOITZ RAMIREZ DE OKARIZ TELLERIA, IÑIGO ZURUTUZA ORTEGA, URKO
Data-Driven Industrial Human-Machine Interface Temporal Adaptation for Process Optimization COMUNICACION_CONGRESO \| 25th International Conference on Emerging Technologies and Factory Automation (ETFA) 2020 Vienna Year: 2020 \| ISBN/ISSN: 978-1-7281-8956-7 Author: REGUERA BAKHACHE, DANIEL GARITANO GARITANO, IÑAKI URIBEETXEBERRIA EZPELETA, ROBERTO CERNUDA GARCIA, CARLOS ZURUTUZA ORTEGA, URKO
SDRS: A new lossless dimensionality reduction for text corpora ARTICULO \| Information Processing & Management. Vol. 57. N. 4. N. artículo 102249, Year: 2020 \| ISBN/ISSN: 0306-4573 Author: BASTO-FERNANDES, VITOR VELEZ DE MENDIZABAL GONZALEZ, IÑAKI MÉNDEZ, JOSÉ R. EZPELETA GALLASTEGI, ENAITZ 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
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
On the Relevance of Preprocessing in Predictive Maintenance for Dynamic Systems LIBRO_CAPITULO \| Predictive Maintenance in Dynamic Systems. Advanced Methods, Decision Support Tools and Real-World Applications. Editors, E. Lughofer, M. Sayed-Mouchaweh. Springer. Pp. 253-93. First online 01 March, Year: 2019 \| ISBN/ISSN: Online 9783030056452 Author: CERNUDA GARCIA, CARLOS
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
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: MARCELIS, QUINTEN URCHEGUI, GORKA DAM, PAULIEN BASURKO, JON FERREIRA, HUGO GIJSBERS, JEROEN HE, SHENG HEGEDűS, CSABA HOOGHOUDT, JAN-OTTO LECUONA MUGICA, IÑIGO LETURIONDO, URKO FERNANDEZ ANAKABE, JAVIER MOLDOVÁN, ISTVÁN OKAFOR, EMMANUEL REBELO DE SÁ, CLÁUDIO ROMERO, RICARDO SARR, BABACAR SCHOMAKER, LAMBERT HOLENDERSKI, MIKE SHEKAR, ARVIND KUMAR SPRONG, HANS THEODORSEN, SØREN TOURWÉ, TOM FERREIRO, SUSANA WEBERS, GODFRIED YANG, YI ZUBALIY, ANDRIY ZUGASTI URIGUEN, EKHI SOARES, CARLOS ZURUTUZA ORTEGA, URKO
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
The MANTIS Book. Cyber Physical System Based Proactive Collaborative Maintenance LIBRO \| Year: 2019 \| ISBN/ISSN: Online 9788793609846 Author: JANTUNEN, ERKKI ZURUTUZA ORTEGA, URKO PAPA, GREGOR
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: KAIJA, MATTI MALÓ, PEDRO MONDRAGON, MIKEL OLAIZOLA ALBERDI, JON PRAÇA, ISABEL SAIZ, EDUARDO BARBIERI, MAURO LINO FERREIRA, LUIS GARCÍA, RAQUEL JANTUNEN, ERKKI ZUGASTI URIGUEN, EKHI EGUILUZ, XABIER AGUIRREGABIRIA, MARÍA ANASAGASTI, MIKEL ALBANO, MICHELE ARANBURU, ANDOITZ BARRUTIA INZA, IBAN BERGMANN, ANSGAR BOOSTEN, MARCEL CASAIS, RUI CHICO, DAVID DAM, PAULIEN EERLAND, KAREL ESPOSITO, SALVATORE FERNANDEZ ANAKABE, JAVIER FRANKÓ, ATTILA GABILONDO, IOSU GIJSBERS, JEROEN GRÄDLER, MATHIAS HEGEDÜS, CSABA HELO, PETRI LARRINAGA BARRENECHEA, FELIX MARTÍNEZ, EVA MARTINHO, DIEGO MOLDOVÁN, ISTVÁN PAPA, GREGOR AKÇAY, ALP POKLUKAR, SPELA PRIMI, STEFANO PRONK, VERUS SILLITTI, ALBERTO VARGA, PAL BRABANDERE, KAREL DE ZURUTUZA ORTEGA, URKO CIANCARINI, PAOLO ORIO, GIOVANNI DI HERNÁNDEZ, SILVIA
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
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
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 ZUGASTI URIGUEN, EKHI GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO OLAIZOLA ALBERDI, JON MONDRAGON, MIKEL FERNANDEZ ANAKABE, JAVIER ANASAGASTI, 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 ZURUTUZA ORTEGA, URKO DEL SER, JAVIER HERRERA, FRANCISCO NEBRO, ANTONIO J.
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
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 JUSTEL LOZANO, DANIEL 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 COOK, DIANE SCHMITTER-EDGECOMBE, MAUREEN 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
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: ZURUTUZA ORTEGA, URKO HEGEDűS, CSABA CAMPO, JAIME GOROSTEGUI, UNAI ALBANO, M. FERREIRA, LUIS LINO
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
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 WEAKLEY, ALYSSA COOK, DIANE SCHMITTER-EDGECOMBE, MAUREEN ALBERDI ARAMENDI, ANE
Nuevos Paradigmas de Análisis Basados en Contenidos para la Detección del Spam en RRSS = New approaches for content-based analysis towards Online Social Network spam detection ARTICULO \| Procesamiento del Lenguaje Natural. Nº 60. Pp. 71-74. Marzo, Year: 2018 \| ISBN/ISSN: 11355948 Author: EZPELETA GALLASTEGI, ENAITZ
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
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.
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: 2018 \| ISBN/ISSN: Print 9783319671796 Author: SAINZ ORUNA, MARKEL GARITANO GARITANO, IÑAKI ITURBE URRETXA, MIKEL ZURUTUZA ORTEGA, URKO
Calibration model maintenance in melamine resin production: Integrating drift detection, smart sample selection and model adaptation ARTICULO \| Analytica Chimica Acta. Vol. 1013. Pp. 1-12. 12 July, Year: 2018 \| ISBN/ISSN: Online 18734324 Author: CERNUDA GARCIA, CARLOS KANTNER, WOLFGANG PAWLICZEK, MARCIN REISCHER, THOMAS LUGHOFER, EDWIN BRANDSTETTER, MARKUS
Dynamic DNS Request Monitoring of Android Applications via networking COMUNICACION_CONGRESO \| 2018 IEEE 38th Central America and Panama Convention (CONCAPAN XXXVIII). Pp. 452-457. Editor M. N. Cardona. IEEE, Year: 2018 \| ISBN/ISSN: Online 9781538661222 Author: RAMOS, LUIS CARLOS PEREZ ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO
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: GÓMEZ, JOSE MARÍA ARENAZA NUÑO, IGNACIO GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO EZPELETA GALLASTEGI, ENAITZ
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
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: LASA ERLE, GANIX ARANBURU ZABALO, ERIK ARANBURU Zabalo, Erik ARANBURU ZABALO, ERIK MAZMELA ECHAVE, MAITANE REGUERA BAKHACHE, DANIEL
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
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
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
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
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 2018. Pp. 773-778. Institute of Electrical and Electronics Engineers, Year: 2018 \| ISBN/ISSN: 9781538650653 Author: LARRINAGA BARRENECHEA, FELIX GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO ZUGASTI URIGUEN, EKHI FERNANDEZ ANAKABE, JAVIER
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 URRUTIA, AINARA CORTEZ, RONNY ADALBERTO BARRASA, EKAITZ
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
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
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. MALO, P. HEGEDűS, C. ALBANO, M. LARRINAGA BARRENECHEA, FELIX ORIO, G. DI.
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 REGUERA BAKHACHE, DANIEL ETXEBESTE, UNAI GONZALEZ OCHOANTESANA, ITSASO
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 BENGUIGUI, MICHAEL ILLARRAMENDI REZABAL, MIREN KUZNIAREK, KRYSTIAN ADAM BEUDAERT, XAVIER
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
Nuevas metodologías centradas en el usuario para la creación de software en la industria 4.0 = New user centered methodologies for software development in the industry 4.0 era ARTICULO \| Dyna. Vol. 92. Nº 5. P. 492. Septiembre, Year: 2017 \| ISBN/ISSN: 00127361 Author: LASA ERLE, GANIX REGUERA BAKHACHE, DANIEL IRURETAGOYENA IRAZUSTA, GARIKOITZ ARANBURU Zabalo, Erik ARANBURU ZABALO, ERIK ARANBURU ZABALO, ERIK GERRIKAGOITIA ARRIEN, JON KEPA
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: LASA ERLE, GANIX REGUERA BAKHACHE, DANIEL GERRIKAGOITIA ARRIEN, JON KEPA ARANBURU ZABALO, ERIK ARANBURU ZABALO, ERIK ARANBURU Zabalo, Erik IRURETAGOIENA IRAZUSTA, GARIKOITZ
Improved quantification of important beer quality parameters based on nonlinear calibration methods applied to FT-MIR spectra ARTICULO \| Analytical and Bioanalytical Chemistry. Vol. 409. Nº 3. Pp. 841–857. January, Year: 2017 \| ISBN/ISSN: Online 16182650 Author: KLEIN, HELMUT CERNUDA GARCIA, CARLOS FORSTER, CLEMENS PAWLICZEK, MARCIN BRANDSTETTER, MARKUS LUGHOFER, EDWIN
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: 2017 \| ISBN/ISSN: 9781138042759 Author: NOLL, JOSEF URIBEETXEBERRIA EZPELETA, ROBERTO PIETRABISSA, ANTONIO DELLI PRISCOLI, FRANCESCO SURACI, VINCENZO LIBERATI, FRANCESCO PANFILI, MARTINA DI GIORGIO, ALESSANDRO MORGAGNI, ANDREA AZZONI, PAOLO MIGNANTI, SILVANO
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: 2017 \| ISBN/ISSN: 9781138042759 Author: NOLL, JOSEF URIBEETXEBERRIA EZPELETA, ROBERTO AZZONI, PAOLO GIALELIS, JOHN STEFANIDIS, KYRIAKOS PAPALAMBROU, ANDREAS SERPANOS, DIMITRIOS
Introduction 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: 2017 \| ISBN/ISSN: 9781138042759 Author: NOLL, JOSEF AZZONI, PAOLO URIBEETXEBERRIA EZPELETA, ROBERTO
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: ALBERDI ARAMENDI, ANE BARRENECHEA CARRASCO, MAITANE AYALA FERNANDEZ, UNAI DÍAZ CARRIET, OLATZ
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.
Perspectives in secure SMART environments 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: 2017 \| ISBN/ISSN: 9781138042759 Author: ARENAZA NUÑO, IGNACIO GARITANO GARITANO, IÑAKI JOHANSEN, CHRISTIAN DEL SER, JAVIER
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
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
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: EZPELETA GALLASTEGI, ENAITZ GÓMEZ HIDALGO, JOSÉ MARÍA ZURUTUZA ORTEGA, URKO
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 CHYZHYK, DARYA PRICE, CATHERINE GRAÑA, MANUEL
A collaborative framework for android malware detection using DNS & dynamic analysis COMUNICACION_CONGRESO \| IEEE 37th Central America and Panama Convention (CONCAPAN XXXVII). Managua, 15-17 November 2017. IEEE, Year: 2017 \| ISBN/ISSN: Online 9781538635094 Author: ZURUTUZA ORTEGA, URKO
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 ZURUTUZA ORTEGA, URKO GARITANO GARITANO, IÑAKI ARENAZA NUÑO, IGNACIO
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 ZURUTUZA ORTEGA, URKO ARENAZA NUÑO, IGNACIO GARITANO GARITANO, IÑAKI
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: LARRINAGA BARRENECHEA, FELIX ARENAZA NUÑO, IGNACIO VASALLO BELVER, ALI REGUERA BAKHACHE, DANIEL HERNÁNDEZ, JUAN LUIS
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
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
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: URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO
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
Does Sentiment Analysis Help in Bayesian Spam Filtering? COMUNICACION_CONGRESO \| 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: EZPELETA GALLASTEGI, ENAITZ ZURUTUZA ORTEGA, URKO GÓMEZ HIDALGO, JOSÉ MARÍA
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: BASARAB, ADRIAN ALBERDI ARAMENDI, ANE AZTIRIA GOENAGA, ASIER
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: EZPELETA GALLASTEGI, ENAITZ ZURUTUZA ORTEGA, URKO GÓMEZ HIDALGO, JOSÉ MARÍA
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
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: LINO FERREIRA, LUIS ZURUTUZA ORTEGA, URKO VARGA, PAL
Preface LIBRO_CAPITULO \| Detection of Intrusions and Malware, and Vulnerability Assessment : 13th International Conference, DIMVA 2016. Proceedings. Ed. Juan Caballero, Urko Zurutuza and Ricardo J. Rodríguez. Springer, Year: 2016 \| ISBN/ISSN: 9783319406664 Author: ZURUTUZA ORTEGA, URKO RODRIGUEZ, RICARDO
Detection of Intrusions and Malware, and Vulnerability Assessment LIBRO \| Year: 2016 \| ISBN/ISSN: 9783319406664 Author: ZURUTUZA ORTEGA, URKO RODRÍGUEZ, RICARDO J.
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: ZURUTUZA ORTEGA, URKO GARITANO GARITANO, IÑAKI URIBEETXEBERRIA EZPELETA, ROBERTO
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: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO GARITANO GARITANO, IÑAKI CAMACHO, JOSÉ ITURBE URRETXA, MIKEL
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: ZURUTUZA ORTEGA, URKO GARITANO GARITANO, IÑAKI URIBEETXEBERRIA EZPELETA, ROBERTO ITURBE URRETXA, MIKEL CAMACHO, JOSÉ
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 AZTIRIA GOENAGA, ASIER ALBERDI ARAMENDI, ANE
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 GARITANO GARITANO, IÑAKI LIZARRAGA DURANDEGUI, JESUS MARIA ARENAZA NUÑO, IGNACIO FERNANDEZ ARRIETA, MIGUEL
A modified genetic algorithm applied to the elevator dispatching problem ARTICULO \| Soft Computing. 03 June, Year: 2016 \| ISBN/ISSN: Online 14337479 Author: RODRIGUEZ, V. BASAGOITI ASTIGARRAGA, ROSARIO MARIA RODRÍGUEZ, I.
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: Print 9783319455099 Author: GÓMEZ HIDALGO, JOSÉ MARÍA ZURUTUZA ORTEGA, URKO 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: GÓMEZ HIDALGO, JOSÉ MARÍA ZURUTUZA ORTEGA, URKO EZPELETA GALLASTEGI, ENAITZ
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
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: HORMAETXE FERNANDEZ, EXABIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA ILLARRAMENDI REZABAL, MIREN APERRIBAY ZUBIA, FRANCISCO JAVIER ARRAZOLA ARRIOLA, PEDRO JOSE
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: Print 23197668. Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA
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 ITURBE URRETXA, MIKEL ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO ARENAZA NUÑO, IGNACIO IZAGIRRE AIZPITARTE, UNAI
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: 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: LARRINAGA BARRENECHEA, FELIX VASALLO BELVER, ALI GUTIÉRREZ CABALLERO, SUSANA MARÍA CUENCA ARIZA, JAVIER ARENAZA NUÑO, IGNACIO REGUERA BAKHACHE, DANIEL
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
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
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.
Generalized smart evolving fuzzy systems ARTICULO \| Evolving Systems. Vol. 6. Nº 4. Pp. 269–292. December, Year: 2015 \| ISBN/ISSN: Online 18686486 Author: PRATAMA, MAHARDHIKA CERNUDA GARCIA, CARLOS KINDERMANN, STEFAN
Self-adaptive non-linear methods for improved multivariate calibration in Chemical processes ARTICULO \| Lenzinger Berichte. Special issue Autumn. Vol. 92-1. Pp. 12 - 32. Lenzing AG, Year: 2015 Author: CERNUDA GARCIA, CARLOS LUGHOFER, EDWIN ROEDER, THOMAS MAERZINGER, WOLFGANG REISCHER, THOMAS PAWLICZEK, MARCIN BRANDSTETTER, MARKUS
Dynamically Slided Chemometric Models for Robust On-line Prediction of Cloud Point in Melamine Resin Production COMUNICACION_CONGRESO \| Conferentia Chemometrica (CC). Budapest. 13-16 September, Year: 2015 Author: CERNUDA GARCIA, CARLOS LUGHOFER, EDWIN REISCHER, THOMAS KANTNER, WOLFGANG PAWLICZEK, MARCIN BRANDSTETTER, MARKUS
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: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI
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
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
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
Enhanced genetic operators design for waveband selection in multivariate calibration based on NIR spectroscopy ARTICULO \| Journal of Chemometrics. Vol. 28. Nº 2. Pp. 123-136. February, Year: 2014 \| ISBN/ISSN: Print 08869383 Author: CERNUDA GARCIA, CARLOS LUGHOFER, EDWIN HINTENAUS, PETER MÄRZINGER, WOLFGANG
Incremental and Decremental Active Learning for Optimized Self-Adaptive Calibration in Viscose Production ARTICULO \| Chemometrics and Intelligent Laboratory Systems. Vol. 138. Pp. 14-29. 15 November, Year: 2014 \| ISBN/ISSN: Print 01697439 Author: ROEDER, THOMAS MAYR, GEORG MAERZINGER, WOLFGANG CERNUDA GARCIA, CARLOS KASBERGER, JURGEN LUGHOFER, EDWIN HINTENAUS, PETER
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: ITURBE URRETXA, MIKEL ARENAZA NUÑO, IGNACIO URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO GARITANO GARITANO, IÑAKI
Different approaches for the detection of SSH anomalous connections ARTICULO \| Logic Journal of the IGPL. Vol. 24. Nº 1. Pp. 104–114. February, Year: 2014 \| ISBN/ISSN: Print 13670751 Author: HERRERO, ÁLVARO SEDANO,JAVIER ZURUTUZA ORTEGA, URKO 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: LARRINAGA BARRENECHEA, FELIX ARENAZA NUÑO, IGNACIO URIBEETXEBERRIA EZPELETA, ROBERTO RODRIGUEZ, DANIEL
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
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
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 ARENAZA NUÑO, IGNACIO ZURUTUZA ORTEGA, URKO
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: PEREZ LAZARE, JOSE MARIA VELEZ DE MENDIZABAL GONZALEZ, IÑAKI VELEZ DE MENDIZABAL GONZALEZ, IÑAKI MUXIKA OLASAGASTI, EÑAUT GOIKOETXEA ARANA, ANDER
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: EZPELETA GALLASTEGI, ENAITZ SEDANO,JAVIER CORCHADO, EMILIO MARTÍNEZ,DIEGO HERRERO, ÁLVARO ZURUTUZA ORTEGA, URKO
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
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
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
Hybrid adaptive calibration methods and ensemble strategy for prediction of cloud point in melamine resin production ARTICULO \| Chemometrics and Intelligent Laboratory Systems. Vol. 126. Pp. 60-75. 15 July, Year: 2013 \| ISBN/ISSN: Online 18733239 Author: HINTENAUS, PETER MAERZINGER, WOLFGANG LUGHOFER, EDWIN REISCHER, THOMAS CERNUDA GARCIA, CARLOS KASBERGER, JURGEN PAWLICZEK, MARCIN
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: PETERS, RICHARD BASAGOITI ASTIGARRAGA, ROSARIO MARIA BEAMURGIA BENGOA, MAITE 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 BASAGOITI ASTIGARRAGA, ROSARIO MARIA AUGUSTO, JUAN CARLOS AZTIRIA GOENAGA, ASIER
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
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. BASAGOITI ASTIGARRAGA, ROSARIO MARIA AUGUSTO, JUAN CARLOS AZTIRIA GOENAGA, ASIER
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 AUGUSTO, JUAN CARLOS BASAGOITI ASTIGARRAGA, ROSARIO MARIA 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 PADILLA, ION ORDOÑEZ RODRÍGUEZ, IGOR BASAGOITI ASTIGARRAGA, ROSARIO MARIA
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
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 URIBEETXEBERRIA EZPELETA, ROBERTO ARENAZA NUÑO, IGNACIO
Actas de la XII Reunión Española sobre Criptología y Seguridad de la Información LIBRO \| Year: 2012 \| ISBN/ISSN: 9788461599332 Author: ARENAZA NUÑO, IGNACIO URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO
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 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
Evolving chemometric models for predicting dynamic process parameters in viscose production ARTICULO \| Analytica Chimica Acta. Vol. 725. Pp. 22-38. 6 May, Year: 2012 \| ISBN/ISSN: Print 00032670 Author: LUGHOFER, EDWIN HINTENAUS, PETER ROEDER, THOMAS SCHMUCK, ROMAN MAERZINGER, WOLFGANG SUPPAN, LISBETH CERNUDA GARCIA, CARLOS KASBERGER, JURGEN
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 FERNÁNDEZ, LUIS AZPILLAGA, JOSU
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 PETERS, RICHARD KACZMARCZYK, S BASAGOITI ASTIGARRAGA, ROSARIO MARIA
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: BEAMURGIA BENGOA, MAITE BASAGOITI ASTIGARRAGA, ROSARIO MARIA
NIR-based quantification of process parameters in polyetheracrylat (PEA) production using flexible non-linear fuzzy systems ARTICULO \| Chemometrics and Intelligent Laboratory Systems. Vol. 109. Nº 1. Pp. 22-33. 15 November, Year: 2011 \| ISBN/ISSN: Online 18733239 Author: LUGHOFER, EDWIN CERNUDA GARCIA, CARLOS KASBERGER, JURGEN MAERZINGER, WOLFGANG
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: FERNÁNDEZ, SANTIAGO BASAGOITI ASTIGARRAGA, ROSARIO MARIA VIÑALS, JAVIER ISTURIZ BUSTO, AITOR IGARTUA, AMAIA
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: GARITANO GARITANO, IÑAKI URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO
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: UGARTE BARRENA, DONE ROSELL, ANTONI BASAGOITI ASTIGARRAGA, ROSARIO MARIA
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: CORCHADO, EMILIO ZURUTUZA ORTEGA, URKO EZPELETA GALLASTEGI, ENAITZ HERRERO, ÁLVARO EZPELETA GALLASTEGI, ENAITZ
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: VIÑAL, JAVIER NOVO, JUSTO FERNÁNDEZ, SANTIAGO BASAGOITI ASTIGARRAGA, ROSARIO MARIA TORRE, EDUARDO DE LA
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: AZTIRIA GOENAGA, ASIER ZURUTUZA ORTEGA, URKO BASAGOITI ASTIGARRAGA, ROSARIO MARIA
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 ZURUTUZA ORTEGA, URKO CORCHADO, EMILIO GARITANO GARITANO, IÑAKI GARITANO, IÑAKI PORRAS, SANTIAGO URIBEETXEBERRIA EZPELETA, ROBERTO HERRERO, ÁLVARO
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
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: 2010 \| ISBN/ISSN: Print 9783642166259 Author: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO VERGARA, EKHIOTZ ARENAZA NUÑO, IGNACIO PORRAS, SANTIAGO EZPELETA GALLASTEGI, ENAITZ
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: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO FERNANDEZ ARRIETA, MIGUEL
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: EZPELETA GALLASTEGI, ENAITZ ZURUTUZA ORTEGA, URKO FERNANDEZ ARRIETA, MIGUEL URIBEETXEBERRIA EZPELETA, ROBERTO LIZARRAGA DURANDEGUI, JESUS MARIA VELEZ DE MENDIZABAL GONZALEZ, IÑAKI
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: AUGUSTO, JUAN CARLOS IZAGUIRRE ALTUNA, ALBERTO AZTIRIA GOENAGA, ASIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA COOK, D.
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: BASAGOITI ASTIGARRAGA, ROSARIO MARIA AZTIRIA GOENAGA, ASIER AUGUSTO, JUAN CARLOS IZAGUIRRE ALTUNA, ALBERTO
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
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 BASAGOITI ASTIGARRAGA, ROSARIO MARIA AZTIRIA GOENAGA, ASIER IZAGUIRRE ALTUNA, ALBERTO COOK, DIANE
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: SANTAFÉ, GUZMÁN ZURUTUZA ORTEGA, URKO BASAGOITI ASTIGARRAGA, ROSARIO MARIA AZTIRIA GOENAGA, ASIER REYES, MARIO
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: VELEZ DE MENDIZABAL GONZALEZ, IÑAKI URIBEETXEBERRIA EZPELETA, ROBERTO FERNANDEZ ARRIETA, MIGUEL ZURUTUZA ORTEGA, URKO
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
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 FERNANDEZ ARRIETA, MIGUEL ZURUTUZA ORTEGA, URKO ZAMBONI, D. URIBEETXEBERRIA EZPELETA, ROBERTO
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: ZURUTUZA ORTEGA, URKO VIINIKKA, JOUNI STANKOVIC, VLADIMIR SERAFINI, MARCO ALATA, ERIC THONNARD, OLIVIER
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 LIZARRAGA DURANDEGUI, JESUS MARIA FERNANDEZ ARRIETA, MIGUEL URIBEETXEBERRIA EZPELETA, ROBERTO VELEZ DE MENDIZABAL GONZALEZ, IÑAKI
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
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
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 GIL, G. AZKETA, E. URIBEETXEBERRIA EZPELETA, ROBERTO FERNANDEZ ARRIETA, MIGUEL ZURUTUZA ORTEGA, URKO
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: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO FERNANDEZ ARRIETA, MIGUEL
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 ZAMBONI, D. URIBEETXEBARRIA, ROBERTO ZURUTUZA ORTEGA, URKO
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 DUPONCHEL, YANN RIORDAN, JAMES ZURUTUZA ORTEGA, URKO
Security in embedded systems COMUNICACION_CONGRESO \| IADIS International Conference Applied Computing. San Sebastián. 25-28 February, Year: 2006 \| ISBN/ISSN: 9728924097 Author: FERNANDEZ ARRIETA, MIGUEL ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO LIZARRAGA DURANDEGUI, JESUS MARIA
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: 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
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: VELEZ DE MENDIZABAL GONZALEZ, IÑAKI ZURUTUZA ORTEGA, URKO LIZARRAGA DURANDEGUI, JESUS MARIA URIBEETXEBERRIA EZPELETA, ROBERTO
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: URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO VELEZ DE MENDIZABAL GONZALEZ, IÑAKI LIZARRAGA DURANDEGUI, JESUS MARIA
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: CARRASCO, R. A 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: URIBEETXEBERRIA EZPELETA, ROBERTO CARRASCO, R. A
¿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)
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) CERNUDA GARCIA, CARLOS (INVEST) EZPELETA GALLASTEGI, ENAITZ (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) CERNUDA GARCIA, CARLOS (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)
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)
P02 - Observador de Hueco MTM avanzado CONTRATO Start Date: 2015-04-01 \| 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)
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)
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)
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)
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)
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)
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)
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)

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
Técnicas avanzadas de data mining y machine learning para el modelado quimiométrico Reading date: 2014-09-09 Director: Erich Peter Klement Author: CERNUDA GARCIA, CARLOS
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
Development of a methodology to discriminate errors in the drilling process and design of a ciber physical machine tool system for cloud manufacturing Reading date: Author: Aitor Duo Zubiaurre 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
Data-driven framework for optimizing Human-Computer Interaction Reading date: Author: Daniel Reguera Bakhache Director: GARITANO GARITANO, IÑAKI
Software Defined Networking Approaches for Security in Industrial Control Systems Reading date: Author: Markel Sainz Oruna Director: GARITANO GARITANO, IÑAKI
Clasificación Automática de Imágenes mediante Técnicas de Data Mining para el Filtrado de Correo Spam Reading date: Author: , Director: URIBEETXEBERRIA EZPELETA, ROBERTO
Metodología para el diseño, implementación y mantenimiento de sistemas de seguridad para scada Reading date: Author: Garitano Garitano, Iñaki 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-Intensive Security Mechanisms for Industrial Control Systems Reading date: Author: Mikel Iturbe Urretxa Director: Zurutuza Ortega, Urko
A machine learning approach for industrial robots joint wear detection and remaining useful life prediction in manufacturing industry Reading date: Author: Unai Izagirre Azpitarte Director: Zurutuza Ortega, Urko
High-Frequency Machine Learning algorithms for predictive maintenance Reading date: Author: Oscar Serradilla Director: Zurutuza Ortega, Urko
An Attribute Oriented Induction based methodology to aid in Predictive Maintenance: Anomaly Detection, Root Cause Analysis and Remaining Useful Life Reading date: 2020-02-26 Author: Javier Fernandez Anakabe Director: Zurutuza Ortega, Urko
Diseño de un Sistema de Soporte de Decisiones Dirigido por Datos para una EDAR Reading date: 2020-02-21 Author: Iñigo Lecuona Director: BASAGOITI ASTIGARRAGA, ROSARIO MARIA Zurutuza Ortega, Urko
An Attribute Oriented Induction based methodology to aid in Predictive Maintenance: Anomaly Detection, Root Cause Analysis and Remaining Useful Life Reading date: 2020-02-18 Author: Javier Fernandez Anakabe Director: ZUGASTI URIGUEN, EKHI
Monitoring Security of Mobile Applications' Behaviour Reading date: 2019-07-09 Author: Oscar Somarriba Jarquin Director: Zurutuza Ortega, Urko
Early diagnosis of disorders based on behavioural shifts and biomedical signals Reading date: 2017-12-14 Author: Alberdi Aramendi, Ane 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