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Implementation of a Reference Architecture for Cyber Physical Systems to support Condition Based Maintenance 

Larrinaga Barrenechea, Félix; Garitano Garitano, Iñaki; Zugasti Uriguen, Ekhi; Zurutuza Ortega, Urko (2018)
This paper presents the implementation of a refer-ence architecture for Cyber Physical Systems (CPS) to supportCondition Based Maintenance (CBM) of industrial assets. The article focuses on describing how the MANTIS ...
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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 ...
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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)
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Software Defined Networking Opportunities for Intelligent Security Enhancement of Industrial Control Systems 

Sainz Oruna, Mikel; Iturbe Urretxa, Mikel; Garitano Garitano, Iñaki; Zurutuza Ortega, Urko (Springer International Publishing, 2017)
In the last years, cyber security of Industrial Control Systems (ICSs) has become an important issue due to the discovery of sophisticated malware that by attacking Critical Infrastructures, could cause catastrophic safety ...
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Null is Not Always Empty: Monitoring the Null Space for Field-Level Anomaly Detection in Industrial IoT Environments 

Zugasti Uriguen, Ekhi; Garitano Garitano, Iñaki; Iturbe Urretxa, Mikel; Zurutuza Ortega, Urko (IEEE, 2018)
Industrial environments have vastly changed sincethe conception of initial primitive and isolated networks. Thecurrent full interconnection paradigm, where connectivity be-tween different devices and the Internet has become ...
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Short Messages Spam Filtering Using Sentiment Analysis 

Ezpeleta Gallastegi, Enaitz; Zurutuza Ortega, Urko (Springer International Publishing, 2016)
In the same way that short instant messages are more and more used, spam and non-legitimate campaigns through this type of communication systems are growing up. Those campaigns, besides being an illegal online activity, ...
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The Way Cyber Physical Systems Will Revolutionise Maintenance 

Zurutuza Ortega, Urko (CISTER Research Center, 2017)
The way maintenance is carried out is altering rapidly. The introduction of Cyber Physical Systems (CPS) and cloud technologies are providing new technological possibilities that change dramatically the way it is possible ...
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A Mood Analysis on Youtube Comments and a Method for Improved Social Spam Detection 

Ezpeleta Gallastegi, Enaitz; Iturbe Urretxa, Mikel; Garitano Garitano, Iñaki; Velez de Mendizabal Gonzalez, Iñaki; Zurutuza Ortega, Urko (Springer, 2018)
In the same manner that Online Social Networks (OSN) usage increases, non-legitimate campaigns over these types of web services are growing. This is the reason why signi cant number of users are affected by social spam ...
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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, ...
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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], ...
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Cyber Physical System Based Proactive Collaborative Maintenance 

Zurutuza Ortega, Urko; Uribeetxeberria Ezpeleta, Roberto (IEEE, 2016)
The aim of the MANTIS project is to provide a proactive maintenance service platform architecture based on Cyber Physical Systems. The platform will allow estimating future performance, predicting and preventing imminent ...
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On the Feasibility of Distinguishing Between Process Disturbances and Intrusions in Process Control Systems using Multivariate Statistical Process Control 

Iturbe Urretxa, Mikel; Garitano Garitano, Iñaki; Zurutuza Ortega, Urko; Uribeetxeberria Ezpeleta, Roberto (IEEE, 2016)
Process Control Systems (PCSs) are the operat-ing core of Critical Infrastructures (CIs). As such, anomalydetection has been an active research field to ensure CInormal operation. Previous ...

Interpreting Remaining Useful Life estimations combining Explainable Artificial Intelligence and domain knowledge in industrial machinery 

Serradilla Casado, Oscar; Zugasti Uriguen, Ekhi; Cernuda García, Carlos; Zurutuza Ortega, Urko (IEEE, 2020)
This paper presents the implementation and explanations of a remaining life estimator model based on machine learning, applied to industrial data. Concretely, the model has been applied to a bushings testbed, where fatigue ...
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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 ...
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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 ...
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Providing Proactiveness: Data Analysis Techniques Portfolios 

Zugasti Uriguen, Ekhi; Zurutuza Ortega, Urko (River Publishers, 2018)
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The MANTIS Book. Cyber Physical System Based Proactive Collaborative Maintenance 

Zurutuza Ortega, Urko (River Publishers, 2018)
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Introduction 

Zurutuza Ortega, Urko (River Publishers, 2018)
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Success Stories on Real Pilots 

Zurutuza Ortega, Urko; Zugasti Uriguen, Ekhi; Larrinaga Barrenechea, Félix (River Publishers, 2018)

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Zurutuza Ortega, Urko (19)
Garitano Garitano, Iñaki (8)Zugasti Uriguen, Ekhi (6)Ezpeleta Gallastegi, Enaitz (5)Iturbe Urretxa, Mikel (5)Larrinaga Barrenechea, Félix (3)Uribeetxeberria Ezpeleta, Roberto (3)Velez de Mendizabal Gonzalez, Iñaki (2)Andonegui Artegui, Imanol (1)Cernuda García, Carlos (1)... View MoreSubjectCyber Physical Systems CPS (4)security (4)spam (4)anomaly detection (2)Condition based maintenance CBM (2)Industrial control systems (2)Industry 4.0. (2)online social networks (2)polarity (2)Reference Architecture (2)... View MoreDate Issued2018 (7)2017 (5)2016 (3)2020 (3)2019 (1)Has File(s)Yes (19)

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Harvested by:

OpenAIREBASE

Validated by:

OpenAIRERebiun
MONDRAGON UNIBERTSITATEA | Library
Contact Us | Send Feedback
DSpace