DANZ
1ENG Data Analysis and Cybersecurity
Supervised theses (18) Theses supervised by group members
2023
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Explainable artificial intelligence for industrial anomaly diagnosis in multi-sensor data
Labaien Soto, Jokin
Supervised by Ekhi Zugasti Uriguen
2022
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Design and validation of a methodology to implement data-driven predictive maintenance in industrial environments
SERRADILLA CASADO, OSCAR
Supervised by Urko Zurutuza Ortega y Ekhi Zugasti Uriguen -
Novel approaches for iot and embedded device fuzzing and its evaluation
ECEIZA OLAIZOLA, MAIALEN
Supervised by Mikel Iturbe Urretxa -
Dimensionality reduction for the improvement of anti-spam filters
VELEZ DE MENDIZABAL GONZALEZ, IÑAKI
Supervised by Urko Zurutuza Ortega -
Cybersecurity evaluation methodology based on metrics for industrial embedded systems
LONGUEIRA ROMERO, ANGEL ALFONSO
Supervised by Iñaki Garitano Garitano
2021
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Sensor and cnc internal signal evaluation to detect tool and workpiece malfunctions in the drilling process
Duo Zubiaurre, Aitor
Supervised by Rosa Basagoiti Astigarraga y Pedro Jose Arrazola Arriola -
Towards data-driven predictive maintenance for industrial robots
Izagirre Azpitarte, Unai
Supervised by Urko Zurutuza Ortega y Luka Eciolaza Echeverria -
Metodologías data-driven para optimizar la interacción persona-máquina en escenarios industriales
REGUERA BAKHACHE, DANIEL
Supervised by Roberto Uribeetxeberria Ezpeleta y Iñaki Garitano Garitano
2020
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Diseño de un Sistema de Soporte de Decisiones Dirigido por Datos para una EDAR
Lecuona Mugica, Iñigo
Supervised by Urko Zurutuza Ortega y Rosa Basagoiti Astigarraga -
An attribute oriented induction based methodology to aid in predictive maintenance: anomaly detection, root cause analysis and remaining useful life
MARTINEZ ANAKABE, JAVIER
Supervised by Urko Zurutuza Ortega y Ekhi Zugasti Uriguen
2019
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Dynamic monitoring of android malware behavior: adns-based approach
Somarriba Jarquín, Oscar Manuel
Supervised by Urko Zurutuza Ortega y Roberto Uribeetxeberria Ezpeleta
2017
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Early diagnosis of disorders based on behavioural shifts and biomedical signals
ALBERDI ARAMENDI, ANE
Supervised by Urko Zurutuza Ortega -
Data-driven anomaly detection in industrial networks
ITURBE URRETXA, MIKEL
Supervised by Urko Zurutuza Ortega y Roberto Uribeetxeberria Ezpeleta
2016
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New approaches for content-based analysis towards online social network spam detection
Ezpeleta Gallastegi, Enaitz
Supervised by Urko Zurutuza Ortega -
Inventory routing problem with stochastic demand and lead time
Roldán Nariño, Raúl Fabián
Supervised by Rosa Basagoiti Astigarraga
2014
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Behavioral modeling for anomaly detection in industrial control system
Garitano Garitano, Iñaki
Supervised by Roberto Uribeetxeberria Ezpeleta y Urko Zurutuza Ortega -
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
BEAMURGIA BENGOA, MAITE
Supervised by Rosa Basagoiti Astigarraga
2008
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Data mining approaches for analysis of worm activity toward automatic signature generation
Zurutuza Ortega, Urko
Supervised by Roberto Uribeetxeberria Ezpeleta