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.
Offers of employment and doctorate
Discover the job and thesis offers at Mondragon Unibertsitatea, we can have a position of interest for you.
| Improving fuzzing assessment methods through the analysis of metrics and experimental conditions ARTICULO | Computers & Security.Vol. 124. Article 102946. January, Year: 2023 | ISBN/ISSN: 0167-4048 Author: ECEIZA OLAIZOLA, MAIALEN FLORES, JOSÉ LUIS ITURBE URRETXA, MIKEL |
| Incorporation of Synthetic Data Generation Techniques within a Controlled Data Processing Workflow in the Health and Wellbeing Domain ARTICULO | Electronics. Vol. 11. N. 5. N. artículo 812, Year: 2022 | ISBN/ISSN: 2079-9292 Author: HERNANDEZ, MIKEL EPELDE UNANUE, GORKA BERISTAIN, ANDONI ÁLVAREZ SÁNCHEZ, ROBERTO MOLINA MORENO, CRISTINA LARREA LIZARTZA, XABAT ALBERDI ARAMENDI, ANE TIMOLEON, MICHALIS BAMIDIS, PANAGIOTIS KONSTANTINIDIS, EVDOKIMOS |
| Sensor signal selection for tool wear curve estimation and subsequent tool breakage prediction in a drilling operation ARTICULO | International Journal of Computer Integrated Manufacturing. Vol. 35. N. 2. Pp. 203-227. November, Year: 2022 | ISBN/ISSN: 1362-3052 online Author: DUO ZUBIAURRE, AITOR BASAGOITI ASTIGARRAGA, ROSARIO MARIA ARRAZOLA ARRIOLA, PEDRO JOSE CUESTA ZABALJAUREGUI, MIKEL |
| Active Power Optimization of a Turning Process by Cutting Conditions Selection: A Q-Learning Approach COMUNICACION_CONGRESO | 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). 6-9 septiembre, Stuttgart. Pp. 1-6, Year: 2022 | ISBN/ISSN: 978-1-6654-9996-5 online Author: DUO ZUBIAURRE, AITOR REGUERA BAKHACHE, DANIEL IZAGIRRE AIZPITARTE, UNAI APERRIBAY ZUBIA, FRANCISCO JAVIER |
| Methodology for data-driven predictive maintenance models design, development and implementation on manufacturing guided by domain knowledge ARTICULO | International Journal of Computer Integrated Manufacturing. Published online: 02 Mar 2022 Year: 2022 | ISBN/ISSN: 13623052 online Author: SERRADILLA CASADO, OSCAR ZUGASTI URIGUEN, EKHI RAMÍREZ DE OKARIZ, JULIAN RODRÍGUEZ BRETON, JON ZURUTUZA ORTEGA, URKO |
| Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects ARTICULO | Applied intelligence, Year: 2022 | ISBN/ISSN: 1573-7497 Author: SERRADILLA CASADO, OSCAR ZUGASTI URIGUEN, EKHI RODRÍGUEZ BRETON, JON ZURUTUZA ORTEGA, URKO |
| Estudio de modelado de perifericos para habilitar emulaciones de firmware embebido COMUNICACION_CONGRESO | Actas de las VII Jornadas Nacionales de Investigación en Ciberseguridad (JNIC 2022. Sesión IV - Vulnerabilidades y ciber amenazas. Pp. 142-145, Year: 2022 | ISBN/ISSN: 978-84-88734-13-6 Author: GANDIAGA IRIONDO, XABIER ZURUTUZA ORTEGA, URKO GARITANO GARITANO, IÑAKI |
| Improving Waiting Time and Energy Consumption Performance of a Bi- objective Genetic Algorithm embedded in an Elevator Group Control System through passenger flow estimation ARTICULO | Soft Computing. First online 7 August Year: 2022 | ISBN/ISSN: 1432-7643 Author: BEAMURGIA BENGOA, MAITE BASAGOITI ASTIGARRAGA, ROSARIO MARIA RODRÍGUEZ, I. RODRIGUEZ CHACÓN, VICTORIA |
| Surface roughness assessment on hole drilled through the identification and clustering of relevant external and internal signal statistical features ARTICULO | CIRP Journal of manufacturing science and technology. Vol. 36. Pp. 143-157, Year: 2022 | ISBN/ISSN: 1755-5817 Author: DUO ZUBIAURRE, AITOR BASAGOITI ASTIGARRAGA, ROSARIO MARIA ARRAZOLA ARRIOLA, PEDRO JOSE CUESTA ZABALJAUREGUI, MIKEL ILLARRAMENDI REZABAL, MIREN |
| Aleatorización de direcciones IP para mitigar ataques de reconocimiento de forma proactiva en sistemas de control industrial COMUNICACION_CONGRESO | Actas de las VII Jornadas Nacionales de Investigación en Ciberseguridad (JNIC 2022. Sesión IV - Vulnerabilidades y ciber amenazas. Pp. 180-187, Year: 2022 | ISBN/ISSN: 978-84-88734-13-6 Author: ETXEZARRETA ARGARATE, XABIER GARITANO GARITANO, IÑAKI ITURBE URRETXA, MIKEL ZURUTUZA ORTEGA, URKO |
| A practical and synchronized data acquisition network architecture for industrial robot predictive maintenance in manufacturing assembly lines ARTICULO | Robotics and Computer-Integrated Manufacturing. Vol. 74. N. artículo 102287, Year: 2022 | ISBN/ISSN: 0736-5845 Author: IZAGIRRE AIZPITARTE, UNAI ANDONEGUI ARTEGUI, IMANOL LANDA TORRES, ITZIAR ZURUTUZA ORTEGA, URKO |
| A Novel Model for Vulnerability Analysis through Enhanced Directed Graphs and Quantitative Metrics ARTICULO | Sensors. Vol. 22. N. 6. N. artículo 2126, Year: 2022 | ISBN/ISSN: 1424-8220 Author: LONGUEIRA-ROMERO, ANGEL IGLESIAS, ROSA FLORES, JOSÉ LUIS GARITANO GARITANO, IÑAKI |
| Impregnation quality diagnosis in Resin Transfer Moulding by machine learning ARTICULO | Composites Part B: Engineering. Vol. 221. N. artículo 108973, Year: 2021 | ISBN/ISSN: 1359-8368 Author: MENDICUTE SAN MARTIN, JULEN PLAZAOLA MADINABEITIA, JOANES BASKARAN RAZKIN, MAIDER ZUGASTI URIGUEN, EKHI ARETXABALETA RAMOS, LAURENTZI AURREKOETXEA NARBARTE, ION |
| Fuzzing the Internet of Things: A Review on the Techniques and Challenges for Efficient Vulnerability Discovery in Embedded Systems ARTICULO | IEEE Internet of Things Journal. Vol. 8. N. 13. Pp. 10390-10411, Year: 2021 | ISBN/ISSN: 2327-4662 Author: ECEIZA OLAIZOLA, MAIALEN FLORES BARROSO, JOSE LUIS ITURBE URRETXA, MIKEL |
| Monitorización longitudinal de la compliancia pulmonar basada en la TIE en pacientes infectados por COVID-19 COMUNICACION_CONGRESO | Libro de Actas XXXIX Congreso Anual de la Sociedad Española de Ingeniería Biomédica. Pp. 10-13 Year: 2021 | ISBN/ISSN: 978-84-09-36054-3 Author: ISASA REINOSO, IMANOL ALBERDI ARAMENDI, ANE BARRENECHEA CARRASCO, MAITANE CHEN, RONGQUING LOVAS, ANDRAS MÖLLER, KNUT |
| Drilling process monitoring: A framework for data gathering and feature extraction techniques COMUNICACION_CONGRESO | Procedia CIRP. Vol. 99. Pp. 189-195, Year: 2021 | ISBN/ISSN: 2212-8271 Author: DUO ZUBIAURRE, AITOR SEGRETO, TIZIANA CAGGIANO, ALESSANDRA BASAGOITI ASTIGARRAGA, ROSARIO MARIA TETI, ROBERTO ARRAZOLA ARRIOLA, PEDRO JOSE |
| Adaptable and Explainable Predictive Maintenance: Semi-Supervised Deep Learning for Anomaly Detection and Diagnosis in Press Machine Data ARTICULO | Applied Sciences. Vol. 11. N. 16. N. artículo 7376, Year: 2021 | ISBN/ISSN: 2076-3417 Author: SERRADILLA CASADO, OSCAR ZUGASTI URIGUEN, EKHI RAMÍREZ DE OKARIZ, JULIAN RODRÍGUEZ, JON ZURUTUZA ORTEGA, URKO |
| Experiencia colectiva de aplicación de la clase invertida en el grado de informática COMUNICACION_CONGRESO | Actas de las XXVII Jornadas sobre la Enseñanza Universitaria de la Informática. Vol. 6. Pp. 291-294, Year: 2021 | ISBN/ISSN: 2531-0607 Author: ALDALUR CEBERIO, IÑIGO ILLARRAMENDI REZABAL, MIREN ITURBE URRETXA, MIKEL MARKIEGI GONZALEZ, URTZI ROMAN TXOPITEA, IBAI |
| An Industrial HMI Temporal Adaptation based on Operator-Machine Interaction Sequence Similarity COMUNICACION_CONGRESO | 22nd IEEE Internacional Conference on Industrial Technology (ICIT). Valencia, 10-12 marzo, 2021. Pp. 1021-1026, Year: 2021 | ISBN/ISSN: 978-1-7281-5730-6 online Author: REGUERA BAKHACHE, DANIEL GARITANO GARITANO, IÑAKI URIBEETXEBERRIA EZPELETA, ROBERTO CERNUDA GARCIA, CARLOS |
| Collective experience of application of an inverted classroom in the computer science degree program COMUNICACION_CONGRESO | Proceedings - SEFI 49th Annual Conference: Blended Learning in Engineering Education: Challenging, Enlightening - and Lasting? Pp. 45-54, Year: 2021 | ISBN/ISSN: 978-2-87352-023-6 Author: ALDALUR CEBERIO, IÑIGO ILLARRAMENDI REZABAL, MIREN ITURBE URRETXA, MIKEL ROMAN TXOPITEA, IBAI MARKIEGI GONZALEZ, URTZI |
| Towards manufacturing robotics accuracy degradation assessment: A vision-based data-driven implementation ARTICULO | Robotics and Computer-Integrated Manufacturing. Vol. 67. N. Art. 102029, Year: 2021 | ISBN/ISSN: 0736-5845 Author: IZAGIRRE AIZPITARTE, UNAI ANDONEGUI ARTEGUI, IMANOL ECIOLAZA ECHEVERRIA, LUKA ZURUTUZA ORTEGA, URKO |
| Generalized SMOTE: A universal generation oversampling technique for all data types in imbalanced learning COMUNICACION_CONGRESO | XIX Conferencia de la Asociación Española para la Inteligencia Artificial CAEPIA 2021. 22-24, septiembre. Málaga. Pp. 108-113, Year: 2021 | ISBN/ISSN: 978-84-09-30514-8 Author: CERNUDA GARCIA, CARLOS REGUERA BAKHACHE, DANIEL AGUIRRE ORTUZAR, AITOR ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO |
| Avances Principales en la aplicación de la ciencia de datos a la ciberseguridad industrial = Recent advances in the application of data science to industrial cybersecurity ARTICULO | Dyna. Vol. 96. N. 3. Pp. 231-232, Year: 2021 | ISBN/ISSN: 0012-7361 Author: JOVE PEREZ, ESTEVAN CALVO ROLLE, JOSE LUIS URDA MUÑOZ, DANIELA HERRERO COSÍO, ÁLVARO ZURUTUZA ORTEGA, URKO CASOLA, VALENTINA |
| Estimation of the epidemiology of dementia and associated neuropsychiatric symptoms by applying machine learning to real-world data ARTICULO | Revista de Psiquiatría y Salud Mental. Available online 25 March 2021. In Press, Journal Pre-proof Year: 2021 | ISBN/ISSN: 1888-9891 Author: MAR MEDINA, JAVIER GOROSTIZA, ANIA ARROSPIDE, ARANTZAZU LARRAÑAGA URIBEETXEBERRIA, IGOR ALBERDI ARAMENDI, ANE CERNUDA GARCIA, CARLOS IRUIN, ÁLVARO TAINTA, MIKEL MAR BARRUTIA, LOREA IBARRONDO OLAGÜENAGA, OLIVER |
| An Adaptive Industrial Human-Machine Interface to Optimise Operators Working Performance COMUNICACION_CONGRESO | IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM). Delft, Holanda. 12-16 julio. Pp. 1213-1219, Year: 2021 | ISBN/ISSN: 978-1-6654-4139-1 online Author: REGUERA BAKHACHE, DANIEL GARITANO GARITANO, IÑAKI CERNUDA GARCIA, CARLOS URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO LASA ERLE, GANIX |
| 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 |
| Data-Driven Industrial Human-Machine Interface Temporal Adaptation for Process Optimization COMUNICACION_CONGRESO | IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Viena. 8-11 de Septiembre. Pp. 518-525. IEEE, 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 |
| ADAPT: an Automatic Diagnosis of Activity and Processes in auTomation environments COMUNICACION_CONGRESO | IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Viena. 8-11 de Septiembre. Pp. 945-951. IEEE, Year: 2020 | ISBN/ISSN: Online 978-1-7281-8956-7 Author: AZKARATE FERNANDEZ, IGOR AGUIRRE ORTUZAR, AITOR URANGA ANDRÉS, JOSU ECIOLAZA ECHEVERRIA, LUKA |
| Torque-based methodology and experimental implementation for industrial robot standby pose optimization ARTICULO | International Journal of Advanced Manufacturing Technology. Vol. 111. N. Issue 7-8. Pp. 2065-2072, Year: 2020 | ISBN/ISSN: 0268-3768 Author: IZAGIRRE AIZPITARTE, UNAI ARCIN, GAUTIER ANDONEGUI ARTEGUI, IMANOL ECIOLAZA ECHEVERRIA, LUKA ZURUTUZA ORTEGA, URKO |
| A methodology and experimental implementation for industrial robot health assessment via torque signature analysis ARTICULO | Applied Sciences. 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 |
| 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 |
| Estimación cualitativa de la rugosidad mediante algoritmos de aprendizaje automático en una operación de taladrado = Qualitative estimation of the roughness using automatic learning algorithms in a drilling operation ARTICULO | Dyna. Vol. 95. N. 5. Pp. 487-491, Year: 2020 | ISBN/ISSN: 0012-7361 Author: DUO ZUBIAURRE, AITOR DOMINGUEZ ROMERO, ERIKA AZPITARTE ARANZABAL, LARRAITZ APERRIBAY ZUBIA, FRANCISCO JAVIER CUESTA ZABALJAUREGUI, MIKEL GARAY ARAICO, AINARA BASAGOITI ASTIGARRAGA, ROSARIO MARIA ARRAZOLA ARRIOLA, PEDRO JOSE |
| 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. Conference Proceedings. IEEE, 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 |
| 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: VELEZ DE MENDIZABAL GONZALEZ, IÑAKI BASTO-FERNANDES, VITOR EZPELETA GALLASTEGI, ENAITZ MÉNDEZ, JOSÉ R. ZURUTUZA ORTEGA, URKO |
| How to Quantify the Security Level of Embedded Systems? A Taxonomy of Security Metrics COMUNICACION_CONGRESO | IEEE International Conference on Industrial Informatics (INDIN). Vol. 2020-July. N. artículo. 9442219. Pp. 153-158. IEEE, Year: 2020 | ISBN/ISSN: 978-1-7281-4964-6 Author: LONGUEIRA-ROMERO, ANGEL IGLESIAS, ROSA GONZÁLEZ, DAVID GARITANO GARITANO, IÑAKI |
| Critical Analysis of the Suitability of Surrogate Models for Finite Element Method Application in Catalog-Based Suspension Bushing Design COMUNICACION_CONGRESO | IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Viena. 8-11 de Septiembre. Pp. 829-836. IEEE, Year: 2020 | ISBN/ISSN: 978-1-7281-8956-7 Author: CERNUDA GARCIA, CARLOS LLAVORI OSA, IÑIGO ZAVOIANU, ALEXANDRU-CIPRIAN AGUIRRE ORTUZAR, AITOR ZABALA EGUREN, ALAITZ PLAZA GONZALEZ, JON |
| 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: ARENAS LÓPEZ, JAVIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA BEAMURGIA BENGOA, MAITE MARTÍNEZ DE ALEGRÍA SÁENZ DE CASTILLO, JORGE |
| 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: MAR MEDINA, JAVIER GOROSTIZA, ANIA IBARRONDO OLAGÜENAGA, OLIVER CERNUDA GARCIA, CARLOS ARROSPIDE, ARANTZAZU IRUIN, ÁLVARO LARRAÑAGA URIBEETXEBERRIA, IGOR TAINTA, MIKEL EZPELETA GALLASTEGI, ENAITZ ALBERDI ARAMENDI, ANE |
| Contrastive explanations for a deep learning model on time-series data ARTICULO | Lecture Notes in Computer Science. Vol. 12393. Pp. 235-244, Year: 2020 | ISBN/ISSN: 0302-9743 Author: LABAIEN, JOKIN ZUGASTI URIGUEN, EKHI DE CARLOS GARCIA, XABIER |
| 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 |
| 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: SÁENZ-AGUIRRE, AITOR ZULUETA, EKAITZ FERNÁNDEZ-GAMIZ, UNAI LOZANO SILVA, JAVIER LÓPEZ-GUEDE, JOSÉ MANUEL |
| 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 |
| 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 |
| 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: LECUONA MUGICA, IÑIGO BASAGOITI ASTIGARRAGA, ROSARIO MARIA URCHEGUI, GORKA ECIOLAZA ECHEVERRIA, LUKA ZURUTUZA ORTEGA, URKO CRAAMER, PETER |
| 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 |
| 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: ARTOLA BALDA, GARAZI ISUSQUIZA GARCIA, ERIK ERRARTE YARZA, ANE BARRENECHEA CARRASCO, MAITANE ALBERDI ARAMENDI, ANE HERNÁNDEZ LORCA, MARÍA SOLESIO JOFRE, ELENA |
| 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 |
| 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 |
| 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 |
| 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: JANTUNEN, ERKKI GOROSTEGUI, UNAI ZURUTUZA ORTEGA, URKO ALBANO, M. FERREIRA, LUIS LINO HEGEDűS, CSABA CAMPO, JAIME |
| 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 |
| 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: PARA FERNANDEZ, JESUS AGUIRRE ORTUZAR, AITOR DEL SER, JAVIER NEBRO, ANTONIO J. |
| 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 |
| 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 LASA ERLE, GANIX ARANBURU ZABALO, ERIK GONZALEZ OCHOANTESANA, ITSASO REGUERA BAKHACHE, DANIEL |
| Smart home-based prediction of multidomain 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 |
| 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: ALBERDI ARAMENDI, ANE AZTIRIA GOENAGA, ASIER WEAKLEY, ALYSSA COOK, DIANE SCHMITTER-EDGECOMBE, MAUREEN |
| 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 |
| 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: Online 9783319671802 Author: SAINZ ORUNA, MARKEL ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO |
| Introduction LIBRO_CAPITULO | The MANTIS Book. Cyber Physical System Based Proactive Collaborative Maintenance. Editors, Michele Albano, Erkki Jantunen, Gregor Papa, Urko Zurutuza. Pp 1-6. River Publishers, Year: 2018 | ISBN/ISSN: Online 9788793609846 Author: ZURUTUZA ORTEGA, URKO ALBANO, MICHEL JANTUNEN, ERKKI LINO FERREIRA, LUIS |
| 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: PEREZ RIAÑO, ALAIN BASAGOITI ASTIGARRAGA, ROSARIO MARIA LARRINAGA BARRENECHEA, FELIX CORTEZ, RONNY ADALBERTO BARRASA, EKAITZ URRUTIA, AINARA |
| 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: EZPELETA GALLASTEGI, ENAITZ GARITANO GARITANO, IÑAKI ITURBE URRETXA, MIKEL ZURUTUZA ORTEGA, URKO VELEZ DE MENDIZABAL GONZALEZ, IÑAKI |
| Novel Comment Spam Filtering Method on Youtube: Sentiment Analysis and Personality Recognition COMUNICACION_CONGRESO | International Conference on Web Engineering ICWE 2017: Current Trends in Web Engineering. Lecture Notes in Computer Science book series (LNCS). Vol. 10544. Pp. 228-240. Springer, Year: 2018 | ISBN/ISSN: 9783319744322 Author: EZPELETA GALLASTEGI, ENAITZ ARENAZA NUÑO, IGNACIO GÓMEZ, JOSE MARÍA GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO |
| 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: EZPELETA GALLASTEGI, ENAITZ ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI VELEZ DE MENDIZABAL GONZALEZ, IÑAKI ZURUTUZA ORTEGA, URKO |
| 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 |
| 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. Year: 2018 | ISBN/ISSN: 9781538620809 Author: LASA ERLE, GANIX ARANBURU ZABALO, ERIK MAZMELA ECHAVE, MAITANE REGUERA BAKHACHE, DANIEL |
| 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: LASA ERLE, GANIX ARANBURU ZABALO, ERIK JUSTEL LOZANO, DANIEL REGUERA BAKHACHE, DANIEL MAZMELA ECHAVE, MAITANE |
| 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: ARTOLA BALDA, GARAZI BARRENECHEA CARRASCO, MAITANE ERRARTE YARZA, ANE ISUSQUIZA GARCIA, ERIK ALBERDI ARAMENDI, ANE |
| 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. Pp 239-310. River Publishers, Year: 2018 | ISBN/ISSN: Online 9788793609846 Author: MARREIROS, GORETI CRAAMER, PETER GARITANO GARITANO, IÑAKI GÓNZALEZ, ROBERTO GORENC NOVAK, MANJA KANCILIJA, ALEŠ MARCELIS, QUINTEN MARTINHO, DIEGO 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 |
| 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: AOUDI, WISSAM ITURBE URRETXA, MIKEL ALMGREN, MAGNUS |
| 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: 2018 | ISBN/ISSN: Online 9781538635094 Author: SOMARRIBA JARQUIN, OSCAR MANUEL ZURUTUZA ORTEGA, URKO |
| The MANTIS Book. Cyber Physical System Based Proactive Collaborative Maintenance LIBRO | Year: 2018 | ISBN/ISSN: Online 9788793609846 Author: ALBANO, MICHELE, ED. JANTUNEN, ERKKI PAPA, GREGOR ZURUTUZA ORTEGA, URKO |
| 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: VARELA LENIZ, IRENE BARRENECHEA CARRASCO, MAITANE ALBERDI ARAMENDI, ANE CHINELLATO, ERIS |
| 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. Pp 145-232. River Publishers, Year: 2018 | ISBN/ISSN: Online 9788793609846 Author: SILLITTI, ALBERTO FERNANDEZ ANAKABE, JAVIER BASURKO, JON DAM, PAULIEN FERREIRA, HUGO FERREIRO, SUSANA GIJSBERS, JEROEN HE, SHENG HEGEDűS, CSABA HOLENDERSKI, MIKE HOOGHOUDT, JAN-OTTO LECUONA MUGICA, IÑIGO LETURIONDO, URKO MARCELIS, QUINTEN MOLDOVÁN, ISTVÁN OKAFOR, EMMANUEL REBELO DE SÁ, CLÁUDIO ROMERO, RICARDO SARR, BABACAR SCHOMAKER, LAMBERT SHEKAR, ARVIND KUMAR SOARES, CARLOS SPRONG, HANS THEODORSEN, SØREN TOURWÉ, TOM URCHEGUI, GORKA WEBERS, GODFRIED YANG, YI ZUBALIY, ANDRIY ZUGASTI URIGUEN, EKHI ZURUTUZA ORTEGA, URKO |
| 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: NIKZAD-LANGERODI, RAMIN LUGHOFER, EDWIN CERNUDA GARCIA, CARLOS REISCHER, THOMAS KANTNER, WOLFGANG PAWLICZEK, MARCIN BRANDSTETTER, MARKUS |
| 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 |
| 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: SOMARRIBA JARQUIN, OSCAR MANUEL RAMOS, LUIS CARLOS PEREZ ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO |
| 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. Pp 311-496. River Publishers, Year: 2018 | ISBN/ISSN: Online 9788793609846 Author: SOCORRO, RAFAEL AGUIRREGABIRIA, MARÍA AKÇAY, ALP ALBANO, MICHELE ANASAGASTI, MIKEL ARANBURU, ANDOITZ BARBIERI, MAURO BARRUTIA INZA, IBAN BERGMANN, ANSGAR BRABANDERE, KAREL DE BOOSTEN, MARCEL CASAIS, RUI CHICO, DAVID CIANCARINI, PAOLO DAM, PAULIEN ORIO, GIOVANNI DI EERLAND, KAREL EGUILUZ, XABIER ESPOSITO, SALVATORE FERNANDEZ ANAKABE, JAVIER LINO FERREIRA, LUIS FRANKÓ, ATTILA GABILONDO, IOSU GARCÍA, RAQUEL GIJSBERS, JEROEN GRÄDLER, MATHIAS HEGEDÜS, CSABA HERNÁNDEZ, SILVIA HELO, PETRI JANTUNEN, ERKKI KAIJA, MATTI LARRINAGA BARRENECHEA, FELIX MALÓ, PEDRO MARTÍNEZ, EVA MARTINHO, DIEGO MONDRAGON, MIKEL MOLDOVÁN, ISTVÁN OLAIZOLA ALBERDI, JON PAPA, GREGOR POKLUKAR, SPELA PRAÇA, ISABEL PRIMI, STEFANO PRONK, VERUS SAIZ, EDUARDO SILLITTI, ALBERTO VARGA, PAL ZUGASTI URIGUEN, EKHI ZURUTUZA ORTEGA, URKO |
| 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: CERNUDA GARCIA, CARLOS LUGHOFER, EDWIN KLEIN, HELMUT FORSTER, CLEMENS PAWLICZEK, MARCIN BRANDSTETTER, MARKUS |
| 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: CALVO FERNÁNDEZ, MARTA BARRENECHEA CARRASCO, MAITANE DÍAZ CARRIET, OLATZ ALBERDI ARAMENDI, ANE AYALA FERNANDEZ, UNAI |
| 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: NOLL, JOSEF ARENAZA NUÑO, IGNACIO GARITANO GARITANO, IÑAKI JOHANSEN, CHRISTIAN DEL SER, JAVIER |
| 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: OSA EGUREN, AITOR ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI ARENAZA NUÑO, IGNACIO 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: JANTUNEN, E. ZURUTUZA ORTEGA, URKO GOROSTEGI, U. ORIO, G. DI. MALO, P. HEGEDűS, C. ALBANO, M. LARRINAGA BARRENECHEA, FELIX |
| 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: ROLDÁN NARIÑO, RAUL FABIAN BASAGOITI ASTIGARRAGA, ROSARIO MARIA COELHO, LEANDRO DOS SANTOS |
| 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: LÓPEZ ZORRILLA, A. VELASCO VÁZQUEZ, M. DE SERRADILLA CASADO, OSCAR ROA BARCO, LEIRE GRAÑA, M. CHYZHYK, D. PRICE, C. C. |
| 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: MARTÍNEZ DE AGUIRRE, IKER REGUERA BAKHACHE, DANIEL LARRINAGA BARRENECHEA, FELIX ARENAZA NUÑO, IGNACIO VASALLO BELVER, ALI HERNÁNDEZ, JUAN LUIS |
| 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: FIASCHETTI, ANDREA NOLL, JOSEF URIBEETXEBERRIA EZPELETA, ROBERTO AZZONI, PAOLO GIALELIS, JOHN STEFANIDIS, KYRIAKOS SERPANOS, DIMITRIOS PAPALAMBROU, ANDREAS |
| 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: FIASCHETTI, ANDREA NOLL, JOSEF AZZONI, PAOLO URIBEETXEBERRIA EZPELETA, ROBERTO |
| 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: FIASCHETTI, ANDREA NOLL, JOSEF URIBEETXEBERRIA EZPELETA, ROBERTO PIETRABISSA, ANTONIO DELLI PRISCOLI, FRANCESCO SURACI, VINCENZO MIGNANTI, SILVANO LIBERATI, FRANCESCO PANFILI, MARTINA DI GIORGIO, ALESSANDRO MORGAGNI, ANDREA AZZONI, PAOLO |
| 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: ROA BARCO, LEIRE SERRADILLA CASADO, OSCAR VELASCO VÁZQUEZ, MIKEL DE LÓPEZ ZORRILLA, ASIER GRAÑA, MANUEL CHYZHYK, DARYA PRICE, CATHERINE |
| Optimizing cutting parameters for energy efficient CNC milling COMUNICACION_CONGRESO | Actas de las II Jornadas de Computación Empotrada y Reconfigurable (JCER). Málaga. 20-22 Septiembre, Year: 2017 Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA ILLARRAMENDI REZABAL, MIREN KUZNIAREK, KRYSTIAN ADAM BEUDAERT, XAVIER BENGUIGUI, MICHAEL |
| 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 LASA ERLE, GANIX REGUERA BAKHACHE, DANIEL GERRIKAGOITIA ARRIEN, JON KEPA IRURETAGOIENA IRAZUSTA, GARIKOITZ |
| 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: ARANBURU ZABALO, ERIK REGUERA BAKHACHE, DANIEL LASA ERLE, GANIX GERRIKAGOITIA ARRIEN, JON KEPA IRURETAGOYENA IRAZUSTA, GARIKOITZ |
| 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 | ISBN/ISSN: 978-84-697-6121-2 Author: ARANBURU ZABALO, ERIK LASA ERLE, GANIX REGUERA BAKHACHE, DANIEL |
| 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 ZURUTUZA ORTEGA, URKO GÓMEZ HIDALGO, JOSÉ MARÍA |
| Segundo premio al mejor trabajo de estudiante: nuevos paradigmas de análisis basados en contenidos para la detección del spam en RRSS COMUNICACION_CONGRESO | III Jornadas Nacionales de Investigación en Ciberseguridad (JNIC). Madrid. 31 mayo - 2 junio de 2017. Universidad Rey Juan Carlos, Year: 2017 | ISBN/ISSN: 9788460846598 Author: EZPELETA GALLASTEGI, ENAITZ |
| Short Messages Spam Filtering Combining Personality Recognition and Sentiment Analysis ARTICULO | International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. Vol. 25. Nº. Suppl. 2. December, Year: 2017 | ISBN/ISSN: Online 17936411 Author: EZPELETA GALLASTEGI, ENAITZ GÓMEZ, JOSE MARÍA GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO |
| 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 |
| Towards Large-Scale, Heterogeneous Anomaly Detection Systems in Industrial Networks: A Survey of Current Trends ARTICULO | Security and Communication Networks. Vol. 2017. Article ID 9150965. November, Year: 2017 | ISBN/ISSN: 19390122 Author: ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO |
| Hacia un conjunto estandar de ataques contra sistemas de control para la evaluación de contramedidas COMUNICACION_CONGRESO | II Jornadas Nacionales de Investigación en Ciberseguridad (JNIC). Madrid, 31 de mayo y 1-2 de junio, Year: 2017 | ISBN/ISSN: 9788460846598 Author: ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI ARENAZA NUÑO, IGNACIO ZURUTUZA ORTEGA, URKO |
| Distinguiendo entre perturbaciones de proceso e intrusiones en sistemas de control: caso de estudio con el proceso Tennessee-Eastman COMUNICACION_CONGRESO | XIV Reunión Española sobre Criptología y Seguridad de la Información (RECSI). Mahón .26-28 de octubre. Universidad de les Illes Balears, Year: 2016 | ISBN/ISSN: 9788460894704 Author: ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO CAMACHO, JOSÉ |
| 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: SOMARRIBA JARQUIN, OSCAR MANUEL ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO DELOSIÈRES, LAURENT NADJM-TEHRANI, SIMIN |
| 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 |
| 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 ITURBE URRETXA, MIKEL LIZARRAGA DURANDEGUI, JESUS MARIA GARITANO GARITANO, IÑAKI ARENAZA NUÑO, IGNACIO |
| 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: DUO ZUBIAURRE, AITOR ILLARRAMENDI REZABAL, MIREN BASAGOITI ASTIGARRAGA, ROSARIO MARIA ARRAZOLA ARRIOLA, PEDRO JOSE HORMAETXE FERNANDEZ, EXABIER APERRIBAY ZUBIA, FRANCISCO JAVIER |
| Recommendations as a Key Aspect for Online Learning Personalization : Perceptions of Teachers and Students ARTICULO | International Journal of Educational and Pedagogical Sciences. vol. 10, nº 10, pp. 3509-3513. Year: 2016 | ISBN/ISSN: 1000-5833 Author: IPIÑA LARRAÑAGA, NAGORE BASAGOITI ASTIGARRAGA, ROSARIO MARIA JIMENEZ ARRIETA, OLAIA ARRIARAN OLALDE, IÑIGO |
| A Scientometric Analysis of Inventory Routing Problem Literature with Special Emphasis in Stochasticand Dynamic Version ARTICULO | IOSR Journal of Business and Management (IOSR-JBM). Vol. 18. Nº. 11.Pp. 130-141. November, Year: 2016 | ISBN/ISSN: Online 2278487X Author: ROLDÁN NARIÑO, RAUL FABIAN BASAGOITI ASTIGARRAGA, ROSARIO MARIA |
| 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: ROLDÁN NARIÑO, RAUL FABIAN BASAGOITI ASTIGARRAGA, ROSARIO MARIA COELHO, LEANDRO DOS SANTOS |
| Detection of Intrusions and Malware, and Vulnerability Assessment LIBRO | Year: 2016 | ISBN/ISSN: 9783319406664 Author: CABALLERO, JUAN ZURUTUZA ORTEGA, URKO RODRÍGUEZ, RICARDO J. |
| 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: BOYSEN, ELIN SUNDBY GARITANO GARITANO, IÑAKI NOLL, JOSEF |
| 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 |
| 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: ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO |
| Distributed Thematic Mapping Performance Optimization in Public Clouds COMUNICACION_CONGRESO | Proceedings of the 2016 Conference on Big Data from Space (BiDS16). Santa Cruz de Tenerife. 15-17 March. Pp. 99-102. Publications Office of the European Union, Year: 2016 | ISBN/ISSN: 9789279569807 Author: LOZANO SILVA, JAVIER |
| Diseño de un banco de pruebas híbrido para la investigación de seguridad y resiliencia en redes industriales COMUNICACION_CONGRESO | II Jornadas Nacionales de Investigación en Ciberseguridad (JNIC). Granada. 15-17 junio, Year: 2016 Author: ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI ARENAZA NUÑO, IGNACIO ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO IZAGIRRE AIZPITARTE, UNAI |
| 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: JANTUNEN, ERKKI ZURUTUZA ORTEGA, URKO LINO FERREIRA, LUIS VARGA, PAL |
| 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: EZPELETA GALLASTEGI, ENAITZ ZURUTUZA ORTEGA, URKO GÓMEZ HIDALGO, JOSÉ MARÍA |
| 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: CABALLERO, JUAN ZURUTUZA ORTEGA, URKO RODRIGUEZ, RICARDO |
| A modified genetic algorithm applied to the elevator dispatching problem ARTICULO | Soft Computing. N. 20, 03 June, 3595–3609 Year: 2016 | ISBN/ISSN: Online 14337479 Author: BEAMURGIA BENGOA, MAITE BASAGOITI ASTIGARRAGA, ROSARIO MARIA RODRÍGUEZ, I. RODRIGUEZ CHACÓN, VICTORIA |
| 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 |
| 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 |
| 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: EZPELETA GALLASTEGI, ENAITZ ZURUTUZA ORTEGA, URKO GÓMEZ HIDALGO, JOSÉ MARÍA |
| 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: PAPA, GREGOR ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO |
| Short Messages Spam Filtering Using Sentiment Analysis LIBRO_CAPITULO | Text, Speech, and Dialogue: 19th International Conference, TSD 2016, Brno , Czech Republic, September 12-16, 2016, Proceedings. Vol. 9924. Lecture Notes in Computer Science. Pp 142-153, Year: 2016 | ISBN/ISSN: Online 9783319455105 Author: EZPELETA GALLASTEGI, ENAITZ ZURUTUZA ORTEGA, URKO GÓMEZ HIDALGO, JOSÉ MARÍA |
| On the early diagnosis of Alzheimer's Disease from multimodal signals : a survey ARTICULO | Artificial Intelligence in Medicine. Vol. 71. Pp. 1–29. July, Year: 2016 | ISBN/ISSN: 09333657 Author: ALBERDI ARAMENDI, ANE AZTIRIA GOENAGA, ASIER BASARAB, ADRIAN |
| 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 |
| 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 |
| Generalized smart evolving fuzzy systems ARTICULO | Evolving Systems. Vol. 6. Nº 4. Pp. 269–292. December, Year: 2015 | ISBN/ISSN: Online 18686486 Author: LUGHOFER, EDWIN CERNUDA GARCIA, CARLOS KINDERMANN, STEFAN PRATAMA, MAHARDHIKA |
| 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: MARTÍNEZ DE AGUIRRE, IKER REGUERA BAKHACHE, DANIEL CUENCA ARIZA, JAVIER LARRINAGA BARRENECHEA, FELIX ARENAZA NUÑO, IGNACIO VASALLO BELVER, ALI GUTIÉRREZ CABALLERO, SUSANA MARÍA |
| 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: SUCIU, GEORGE GARITANO GARITANO, IÑAKI NICUSOR, GEABA ALIN NOLL, JOSEF |
| 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 |
| 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: GARNWEIDNER-HOLME, L. M. BORGEN, I. GARITANO GARITANO, IÑAKI NOLL, J. LUKASSE, M. |
| Sistema visual de monitorización de seguridad de flujos de red industriales COMUNICACION_CONGRESO | I Jornadas Nacionales de Investigación en Ciberseguridad (JNIC 2015). León. 14-16 Septiembre, Year: 2015 | ISBN/ISSN: 9788497737425 Author: ITURBE URRETXA, MIKEL GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO |
| 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 |
| 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 |
| Identification of plant species on large botanical image datasets COMUNICACION_CONGRESO | Proceedings of the International Workshop on Environmental Multimedia Retrieval (EMR2014). Glasgow. April 1. Edited by S. Vrochidis, K. Karatzas, A. Karpinnen, A. Joly, Year: 2014 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 |
| 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: GOIKOETXEA ARANA, ANDER VELEZ DE MENDIZABAL GONZALEZ, IÑAKI VELEZ DE MENDIZABAL GONZALEZ, IÑAKI MUXIKA OLASAGASTI, EÑAUT PEREZ LAZARE, JOSE MARIA |
| 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: GARITANO GARITANO, IÑAKI ITURBE URRETXA, MIKEL ARENAZA NUÑO, IGNACIO URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO |
| 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: SOMARRIBA JARQUIN, OSCAR MANUEL ARENAZA NUÑO, IGNACIO URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO |
| 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: GONZÁLEZ, SILVIA ZURUTUZA ORTEGA, URKO MARTÍNEZ,DIEGO SEDANO,JAVIER EZPELETA GALLASTEGI, ENAITZ HERRERO, ÁLVARO CORCHADO, EMILIO |
| 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: Online 1099128X 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: Online 18733239 Author: CERNUDA GARCIA, CARLOS LUGHOFER, EDWIN MAYR, GEORG ROEDER, THOMAS HINTENAUS, PETER MAERZINGER, WOLFGANG KASBERGER, JURGEN |
| 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: CUENCA ARIZA, JAVIER URIBEETXEBERRIA EZPELETA, ROBERTO RODRIGUEZ, DANIEL ARENAZA NUÑO, IGNACIO LARRINAGA BARRENECHEA, FELIX |
| 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: Online 13689894 Author: GONZÁLEZ, SILVIA ZURUTUZA ORTEGA, URKO CORCHADO, EMILIO SEDANO,JAVIER HERRERO, ÁLVARO |
| 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: ROLDÁN NARIÑO, RAUL FABIAN BASAGOITI ASTIGARRAGA, ROSARIO MARIA ONIEVA, ENRIQUE |
| 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: NOLL, JOSEF GARITANO GARITANO, IÑAKI FAYYAD, SERAJ ASBERG, ERIK ABIE, HABTAMU |
| 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 |
| 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: AZTIRIA GOENAGA, ASIER AUGUSTO, JUAN CARLOS BASAGOITI ASTIGARRAGA, ROSARIO MARIA IZAGUIRRE ALTUNA, ALBERTO COOK, D. |
| 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 |
| 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 SALVATIERRA, JAVIER MARTÍNEZ, FERNANDO |
| 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: BASAGOITI ASTIGARRAGA, ROSARIO MARIA BEAMURGIA BENGOA, MAITE PETERS, RICHARD KACZMARCZYK, S |
| 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: GONZÁLEZ GÓMEZ, ANA ZUGASTI URIGUEN, EKHI ANDUAGA SALVATIERRA, 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: CERNUDA GARCIA, CARLOS LUGHOFER, EDWIN HINTENAUS, PETER REISCHER, THOMAS PAWLICZEK, MARCIN MAERZINGER, WOLFGANG KASBERGER, JURGEN |
| 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 |
| 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 |
| NullSpace and AutoRegressive damage detection: a comparative study ARTICULO | Smart Materials and Structures. V. 21. N. 8, Year: 2012 | ISBN/ISSN: 0964-1726 Author: ZUGASTI URIGUEN, EKHI GÓMEZ GONZÁLEZ, A. ANDUAGA SALVATIERRA, JAVIER ARREGUI VICENTE, MIGUEL ANGEL MARTÍNEZ, F |
| 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: BASAGOITI ASTIGARRAGA, ROSARIO MARIA BEAMURGIA BENGOA, MAITE PETERS, RICHARD KACZMARCZYK, S |
| 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: BASAGOITI ASTIGARRAGA, ROSARIO MARIA AZTIRIA GOENAGA, ASIER ORDOÑEZ RODRÍGUEZ, IGOR PADILLA, ION |
| 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: ASTIGARRAGA, E. REGUERA BAKHACHE, DANIEL AZPILLAGA, JOSU FERNÁNDEZ, LUIS NABERAN, AITZOL |
| 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: Online 18734324 Author: CERNUDA GARCIA, CARLOS LUGHOFER, EDWIN SUPPAN, LISBETH ROEDER, THOMAS SCHMUCK, ROMAN HINTENAUS, PETER MAERZINGER, WOLFGANG KASBERGER, JURGEN |
| 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: HERRERO, ÁLVARO 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: GERRIGAGOITIA, KELDOR URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO ARENAZA NUÑO, IGNACIO |
| 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 SALVATIERRA, JAVIER ARREGUI, MIGUEL ÁNGEL MARTÍNEZ, 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: AZTIRIA GOENAGA, ASIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA AUGUSTO, JUAN CARLOS ESPEJO, G. |
| 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: AZTIRIA GOENAGA, ASIER AUGUSTO, JUAN CARLOS BASAGOITI ASTIGARRAGA, ROSARIO MARIA IZAGUIRRE ALTUNA, ALBERTO COOK, DIANE |
| Actas de la XII Reunión Española sobre Criptología y Seguridad de la Información LIBRO | Year: 2012 | ISBN/ISSN: 9788461599332 Author: ZURUTUZA ORTEGA, URKO ARENAZA NUÑO, IGNACIO URIBEETXEBERRIA EZPELETA, ROBERTO |
| 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: BURGUERA, IKER ZURUTUZA ORTEGA, URKO NADJM-TEHRANI, SIMIN |
| Use of dynamic time warping for a personalized tracheal stent design COMUNICACION_CONGRESO | Soft Computing Models in Industrial and Environmental Applications, 6th International Conference SOCO 2011. Corchado E., Snášel V., Sedano J., Hassanien A.E., Calvo J.L., Ślȩzak D. (eds). Advances in Intelligent and Soft Computing. Vol 87. Pp. 571-578. Springer, Year: 2011 | ISBN/ISSN: 9783642196430 Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA UGARTE BARRENA, DONE ROSELL, ANTONI |
| Visualization of misuse-based intrusion detection : application to honeynet data COMUNICACION_CONGRESO | Advances in Intelligent and Soft Computing. Vol. 87. Pp 561-570, Year: 2011 | ISBN/ISSN: Online 18675670 Author: ZURUTUZA ORTEGA, URKO EZPELETA GALLASTEGI, ENAITZ ZURUTUZA ORTEGA, URKO EZPELETA GALLASTEGI, ENAITZ HERRERO, ÁLVARO CORCHADO, EMILIO |
| 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: ARNAIZ, AITOR ISTURIZ BUSTO, AITOR FERNÁNDEZ, SANTIAGO VIÑALS, JAVIER BASAGOITI ASTIGARRAGA, ROSARIO MARIA 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 |
| 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: CERNUDA GARCIA, CARLOS LUGHOFER, EDWIN MAERZINGER, WOLFGANG KASBERGER, JURGEN |
| 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 |
| 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: ALONSO, ÁLVARO PORRAS, SANTIAGO GARITANO GARITANO, IÑAKI ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO HERRERO, ÁLVARO CORCHADO, EMILIO ARENAZA NUÑO, IGNACIO |
| 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: AZTIRIA GOENAGA, ASIER IZAGUIRRE ALTUNA, ALBERTO BASAGOITI ASTIGARRAGA, ROSARIO MARIA AUGUSTO, JUAN CARLOS COOK, D. |
| 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: URIBEETXEBERRIA EZPELETA, ROBERTO ARENAZA NUÑO, IGNACIO GARITANO GARITANO, IÑAKI |
| The impact of the SHA-3 casting cryptography competition on the Spanish IT market COMUNICACION_CONGRESO | Computational Intelligence in Security for Information Systems 2010. Advances in Intelligent and Soft Computing, Vol. 85, pp 191-199 Year: 2010 | ISBN/ISSN: 9783642166266 Author: MARTÍNEZ, MANUEL J. 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 BASAGOITI ASTIGARRAGA, ROSARIO MARIA AZTIRIA GOENAGA, ASIER |
| 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: Online 9783642166266 Author: ALONSO, ÁLVARO PORRAS, SANTIAGO URIBEETXEBERRIA EZPELETA, ROBERTO ARENAZA NUÑO, IGNACIO EZPELETA GALLASTEGI, ENAITZ VERGARA, EKHIOTZ ZURUTUZA ORTEGA, URKO |
| Development of an aeronautical electromechanical actuator with real time health monitoring capability COMUNICACION_CONGRESO | Proceedings of the fourth International conference on recent advances in aerospace actuation systems and components : Recent advances in aerospace actuation systems and componentsInternational. Conference on Recent Advances in Aerospace Actuation Systems and Components. Toulouse, France. May 5-7, Year: 2010 | ISBN/ISSN: 9782876490604 Author: ISTURIZ, AITOR VIÑAL, JAVIER FERNÁNDEZ, SANTIAGO BASAGOITI ASTIGARRAGA, ROSARIO MARIA TORRE, EDUARDO DE LA NOVO, JUSTO |
| Euskalert, red vasca de honeypots COMUNICACION_CONGRESO | Actas de XI Reunión Española sobre Criptografía y Seguridad de la Información (XI RECSI). Tarragona. 7-10 Septiembre, Year: 2010 | ISBN/ISSN: 9788469333044 Author: ZURUTUZA ORTEGA, URKO EZPELETA GALLASTEGI, ENAITZ VELEZ DE MENDIZABAL GONZALEZ, IÑAKI LIZARRAGA DURANDEGUI, JESUS MARIA URIBEETXEBERRIA EZPELETA, ROBERTO FERNANDEZ ARRIETA, MIGUEL |
| 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: BASAGOITI ASTIGARRAGA, ROSARIO MARIA ZURUTUZA ORTEGA, URKO AZTIRIA GOENAGA, ASIER SANTAFÉ, GUZMÁN REYES, MARIO |
| 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: AZTIRIA GOENAGA, ASIER IZAGUIRRE ALTUNA, ALBERTO BASAGOITI ASTIGARRAGA, ROSARIO MARIA AUGUSTO, JUAN CARLOS |
| Discovering of arrival patterns for traffic control optimization COMUNICACION_CONGRESO | 9th International workshop on Electronic Control, Modelling, Measurement and Signals. Mondragon. 8-10 July. Pp. 307-312. Mondragon Unibertsitateko Zerbitzu editoriala, Year: 2009 | ISBN/ISSN: 9788460809418 Author: BASAGOITI ASTIGARRAGA, ROSARIO MARIA AZTIRIA GOENAGA, ASIER BEAMURGIA BENGOA, MAITE |
| 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: AZTIRIA GOENAGA, ASIER IZAGUIRRE ALTUNA, ALBERTO BASAGOITI ASTIGARRAGA, ROSARIO MARIA AUGUSTO, JUAN CARLOS COOK, DIANE |
| 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: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO ZAMBONI, D. |
| Marcos de referencia de IT Governance y su indicendia en la estrategia de negocio COMUNICACION_CONGRESO | Creación empresarial, innovación y desarrollo económico. XVIII Congreso Nacional ACEDE: León, 14-16 de septiembre, Year: 2008 Author: LAKARRA ARCOS, IGNACIO URIBEETXEBERRIA EZPELETA, ROBERTO |
| 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: FERNANDEZ ARRIETA, MIGUEL URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO VELEZ DE MENDIZABAL GONZALEZ, IÑAKI |
| Servicios de red en Linux: DNS, DHCP, WWW, Correo y Proxy LIBRO | Year: 2008 | ISBN/ISSN: 9788460807490 Author: FLORES BARROSO, JOSE LUIS ARENAZA NUÑO, IGNACIO VELEZ DE MENDIZABAL GONZALEZ, IÑAKI |
| 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: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO ZAMBONI, D. FERNANDEZ ARRIETA, MIGUEL VELEZ DE MENDIZABAL GONZALEZ, IÑAKI |
| 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: LEITA, CORRADO 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: MARTÍNEZ, ASIER ZURUTUZA ORTEGA, URKO SERNA NOCEDAL, AINHOA VELEZ DE MENDIZABAL GONZALEZ, IÑAKI URIBEETXEBERRIA EZPELETA, ROBERTO FERNANDEZ ARRIETA, MIGUEL LIZARRAGA DURANDEGUI, JESUS MARIA |
| Análisis de datos procedentes de un Sistema de Detección de Gusanos mediante técnicas de clustering COMUNICACION_CONGRESO | Actas del II Simposio sobre Seguridad Informática. Pp 87-94. Madrid : Thomson, Year: 2007 | ISBN/ISSN: 9788497326070; 8497326075 Author: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO FERNANDEZ ARRIETA, MIGUEL ZAMBONI, D. |
| 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. Pp 79-86. Madrid : Thomson, Year: 2007 | ISBN/ISSN: 8497326075 Author: FERNANDEZ ARRIETA, MIGUEL URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO |
| Combined data mining approach for intrusion detection COMUNICACION_CONGRESO | International Conference on Security and Cryptography (SECRYPT). Barcelona. 28-31 July, Year: 2007 | ISBN/ISSN: 9789898111128 Author: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO AZKETA, E. GIL, G. LIZARRAGA DURANDEGUI, JESUS MARIA FERNANDEZ ARRIETA, MIGUEL |
| Security in embedded systems COMUNICACION_CONGRESO | IADIS International Conference Applied Computing. San Sebastián. 25-28 February, Year: 2006 | ISBN/ISSN: 9728924097 Author: LIZARRAGA DURANDEGUI, JESUS MARIA URIBEETXEBERRIA EZPELETA, ROBERTO ZURUTUZA ORTEGA, URKO 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: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO RIORDAN, JAMES DUPONCHEL, YANN |
| A review of three intrusion detection alert correlation methods ARTICULO | IADAT Journal of Advanced Technology on Telecommunications and Computer Networks. Vol. 1. Nº 1. September, Year: 2005 | ISBN/ISSN: 1885639X Author: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO |
| 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, ROSA BASAGOITI ASTIGARRAGA, ROSARIO MARIA |
| Revisión del estado actual de la investigación en el uso de data mining para la detección de intrusiones COMUNICACION_CONGRESO | I Simposio Español sobre Seguridad Informática, en el marco del Primer Congreso Español de Informática (CEDI'05). Septiembre, Year: 2005 | ISBN/ISSN: 8497324382 Author: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO |
| Sistemas trampa : revisión del estado actual COMUNICACION_CONGRESO | I Simposio Español sobre Seguridad Informática, en el marco del Primer Congreso Español de Informática (CEDI'05). Septiembre, Year: 2005 | ISBN/ISSN: 8497324382 Author: FERNANDEZ ARRIETA, MIGUEL 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: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO LIZARRAGA DURANDEGUI, JESUS MARIA VELEZ DE MENDIZABAL GONZALEZ, IÑAKI |
| 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: ZURUTUZA ORTEGA, URKO URIBEETXEBERRIA EZPELETA, ROBERTO LIZARRAGA DURANDEGUI, JESUS MARIA VELEZ DE MENDIZABAL GONZALEZ, IÑAKI |
| 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 Author: CARRASCO, R. A 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: MAZIZIOR, H. HERNANDEZ, J URIBEETXEBERRIA EZPELETA, ROBERTO ATXA URIBE, VICENTE |
| Adaptive space diversity for multicarrier CDMA schemes over fading radio channels COMUNICACION_CONGRESO | Proceedings of the 2nd International Conference on Enterprise Information Systems, ICEIS2000. Stafford. Julio, Year: 2000 | ISBN/ISSN: 9729805016 Author: URIBEETXEBERRIA EZPELETA, ROBERTO CARRASCO, R. A |
| Space diversity for OFDM-CDMA systems over fading radio channels COMUNICACION_CONGRESO | Proceedings of the 2000 IEE/EPSRC Postgraduate Research in Electronics and Photonics Conference (PREP). Jubilee Campus, University of Nottingham. 11-13 April, Year: 2000 Author: URIBEETXEBERRIA EZPELETA, ROBERTO CARRASCO, R. A |
| ¿Qué es internet? ARTICULO | TU Lankide. N° 415. Julio, Year: 1997 | ISBN/ISSN: 20145047 Author: LAKARRA ARCOS, IGNACIO LIZARRAGA DURANDEGUI, JESUS MARIA |
| Intranet corporativa en MEP ARTICULO | TU Lankide. N° 406. Pp. 26-27. Octubre, Year: 1996 | ISBN/ISSN: 20145047 Author: LAKARRA ARCOS, IGNACIO LIZARRAGA DURANDEGUI, JESUS MARIA |
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| 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) |
| 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: Eusko Jaurlaritza - KK-2016/00016 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: Gobierno de España 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) |
| 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 Fernandez, Raul (INVEST) GARAY ARAICO, AINARA (INVEST) ILLARRAMENDI REZABAL, MIREN (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: |
| 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: |
| 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: |
| 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: |
| 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: |
Thesis made
| Reducción de dimensionalidad para la mejora de los filtros anti-spam Reading date: 2022-09-18 Director: Urko Zurutuza Ortega, Enaitz Ezpeleta Gallastegi, Vitor Manuel Basto-Fernandes Author: VELEZ DE MENDIZABAL GONZALEZ, IÑAKI VELEZ DE MENDIZABAL GONZALEZ, IÑAKI |
| Diseño y validación de metodología para implementar mantenimiento predictivo basado en datos en entornos industriales Reading date: 2022-01-14 Director: Urko Zurutuza & Ekhi Zugasti Author: SERRADILLA CASADO, OSCAR |
| Metodologías Data-Driven para optimizar la interacción operario-máquina en escenarios industriales Reading date: 2021-09-17 Director: Iñaki Garitano, Roberto Uribeetxeberria Author: REGUERA BAKHACHE, DANIEL |
| SENSOR AND CNC INTERNAL SIGNAL EVALUATION TO DETECT TOOL AND WORKPIECE MALFUNCTIONS IN THE DRLLING PROCESS Reading date: 2021-07-06 Director: Rosa Basagoiti, Pedro J. Arrazola Author: DUO ZUBIAURRE, AITOR |
| 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 |
| Adaptive space diversity and ring coding for multicarrier CDMA over mobile radio channels. Reading date: 2001-07-01 Director: Rolando A. Carrasco |
Directed thesis
| Predicción de eventos en pacientes con la Covid 19 utilizando técnicas de Deep Learning en series temporales aplicados a datos clínicos Reading date: Author: Zubizarreta Pascual, Ion Director: ALBERDI ARAMENDI, ANE |
| 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 |
| 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 |
| New directions for Iot malware detection and analysis Reading date: Author: Gandiaga Iriondo, Xabier Director: GARITANO GARITANO, IÑAKI |
| Software Defined Networking approaches for Intrusion detection and response in industrial Control Systems Reading date: Author: Etxezarreta Argarate, Xabier Director: GARITANO GARITANO, IÑAKI |
| Data-Driven Framework for Optimizing Human-Computer Interaction Reading date: Author: , Director: GARITANO GARITANO, IÑAKI |
| Software Defined Networking Approaches for Security in Industrial Control Systems Reading date: Author: , Director: GARITANO GARITANO, IÑAKI |
| Cybersecurity Evaluation Methodology for Embedded Industrial Components Reading date: Author: Longueira Romero, Ángel Alfonso Director: GARITANO GARITANO, IÑAKI |
| 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 |
| 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 |
| metodologia ML en maquina herramienta Reading date: Author: Javier Escartin Director: ZUGASTI URIGUEN, EKHI |
| Design and validation of a methodology to implement data-driven predictive maintenance in industrial environments Reading date: Author: Oscar Serradilla Director: ZUGASTI URIGUEN, EKHI |
| Manufacturing Defect inspection by Vision transformers Reading date: Author: Eneko Intxausti Director: ZUGASTI URIGUEN, EKHI |
| Towards interpretability of machine learning algorithms and techniques for anomaly detection in industrial domains. Reading date: Author: Labaien Soto, Jokin Director: ZUGASTI URIGUEN, EKHI |
| High-Frequency Machine Learning algorithms for predictive maintenance Reading date: Author: Oscar Serradilla 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 |
| Aprendizaje federado para analítica de datos en SIEMs de nueva generación (a redefinir). Reading date: Author: Saez De Camara Garcia, Xabier Director: Zurutuza Ortega, Urko |
| Data-Intensive Security Mechanisms for Industrial Control Systems Reading date: Author: Mikel Iturbe Urretxa 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 |