Browsing Ikerketa-Artikuluak by Author "Zurutuza Ortega, Urko"
Now showing items 1-7 of 7
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A Big Data implementation of the MANTIS Reference Architecture for Predictive Maintenance
Larrinaga Barrenechea, Félix; Zugasti Uriguen, Ekhi; Garitano Garitano, Iñaki; Zurutuza Ortega, Urko (Sage Journals, 2019) -
A methodology and experimental implementation for industrial robot health assessment via torque signature analysis
Izagirre Aizpitarte, Unai; Andonegui Artegui, Imanol; Egea Cáceres, Aritz Imanol Alejandro; Zurutuza Ortega, Urko (MDPI AG, 2020)This manuscript focuses on methodological and technological advances in the field of health assessment and predictive maintenance for industrial robots. We propose a non-intrusive methodology for industrial robot joint ... -
SDRS: A new lossless dimensionality reduction for text corpora
Velez de Mendizabal Gonzalez, Iñaki; Ezpeleta Gallastegi, Enaitz; Zurutuza Ortega, Urko (Elsevier Ltd., 2020)In recent years, most content-based spam filters have been implemented using Machine Learning (ML) approaches by means of token-based representations of textual contents. After introducing multiple performance enhancements, ... -
Short Messages Spam Filtering Combining Personality Recognition and Sentiment Analysis
Ezpeleta Gallastegi, Enaitz; Garitano Garitano, Iñaki; Zurutuza Ortega, Urko (World Scientific Publishing, 2017)Currently, short communication channels are growing up due to the huge increase in the number of smartphones and online social networks users. This growth attracts malicious campaigns, such as spam campaigns, that are a ... -
A study of the personalization of spam content using Facebook public information
Ezpeleta Gallastegi, Enaitz; Zurutuza Ortega, Urko (Oxford University Press, 2017)Millions of users per day are affected by unsolicited email campaigns. Spam filters are capable of detecting and avoiding an increasing number of messages, but researchers have quantified a response rate of a 0.006% [1], ... -
The MANTIS Book. Cyber Physical System Based Proactive Collaborative Maintenance
Zurutuza Ortega, Urko (River Publishers, 2018) -
Towards Large-Scale, Heterogeneous Anomaly Detection Systems in Industrial Networks: A Survey of Current Trends
Iturbe Urretxa, Mikel; Garitano Garitano, Iñaki; Zurutuza Ortega, Urko; Uribeetxeberria Ezpeleta, Roberto (The Wiley Hindawi Partnership, 2017)Industrial Networks (INs) are widespread environments where heterogeneous devices collaborate to control and monitor physical processes. Some of the controlled processes belong to Critical Infrastructures (CIs), and, as ...
