195 citations
- IkerlanES10 papers
- University of the Basque CountryES5 papers
- Mondragon UnibertsitateaES4 papers
- École Supérieure des Technologies Industrielles AvancéesFR2 papers
- Louisiana State UniversityUS2 papers
- TecnaliaES2 papers
- University of WarwickGB2 papers
- IBM (United States)US1 paper
- Long Island UniversityUS1 paper
- Universidad de DeustoES1 paper
12 papers
Data-driven nonparametric Li-ion battery ageing model aiming at learning from real operation data -- Part B: Cycling operation
Lucu M., Martinez-Laserna E., Gandiaga I. +4
Conventional Li-ion battery ageing models, such as electrochemical, semi-empirical and empirical models, require a significant amount of time and experimental resources to provide…
Data-driven nonparametric Li-ion battery ageing model aiming at learning from real operation data -- Part A: Storage operation
Lucu M., Martinez-Laserna E., Gandiaga I. +4
Conventional Li-ion battery ageing models, such as electrochemical, semi-empirical and empirical models, require a significant amount of time and experimental resources to provide…
Diagnostic Spatio-temporal Transformer with Faithful Encoding
Jokin Labaien, Tsuyoshi Idé, Pin-Yu Chen +2
This paper addresses the task of anomaly diagnosis when the underlying data generation process has a complex spatio-temporal (ST) dependency. The key technical challenge is to extr…
Clustered Federated Learning Architecture for Network Anomaly Detection in Large Scale Heterogeneous IoT Networks
Xabier Sáez-de-Cámara, Jose Luis Flores, Cristóbal Arellano +2
There is a growing trend of cyberattacks against Internet of Things (IoT) devices; moreover, the sophistication and motivation of those attacks is increasing. The vast scale of IoT…
Gotham Testbed: a Reproducible IoT Testbed for Security Experiments and Dataset Generation
Xabier Sáez-de-Cámara, Jose Luis Flores, Cristóbal Arellano +2
The growing adoption of the Internet of Things (IoT) has brought a significant increase in attacks targeting those devices. Machine learning (ML) methods have shown promising resul…
Securing IIoT using Defence-in-Depth: Towards an End-to-End Secure Industry 4.0
Aintzane Mosteiro-Sanchez, Marc Barcelo, Jasone Astorga +1
Industry 4.0 uses a subset of the IoT, named Industrial IoT (IIoT), to achieve connectivity, interoperability, and decentralization. The deployment of industrial networks rarely co…