256 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of the Basque CountryES11 papers
- Donostia International Physics CenterES7 papers
- IkerbasqueES7 papers
- IkerlanES5 papers
- GAIKER Technology CentreES4 papers
- Universitat de BarcelonaES4 papers
- Material Physics CenterES3 papers
- Basque Center for Applied MathematicsES2 papers
- Biogipuzkoa Health Research InstituteES2 papers
- CIC nanoGUNEES2 papers
- National Institute of InformaticsJP2 papers
- OsloMet – Oslo Metropolitan UniversityNO2 papers
9 papers · 1 filter
GenMorph: Automatically Generating Metamorphic Relations via Genetic Programming
Jon Ayerdi, Valerio Terragni, Gunel Jahangirova +2
Metamorphic testing is a popular approach that aims to alleviate the oracle problem in software testing. At the core of this approach are Metamorphic Relations (MRs), specifying pr…
Exploring the transformation of user interactions to Adaptive Human-Machine Interfaces
Angela Carrera-Rivera, Daniel Reguera-Bakhache, Felix Larrinaga +1
Human-machine interfaces (HMI) facilitate communication between humans and machines, and their importance has increased in modern technology. However, traditional HMIs are often st…
MarMot: Metamorphic Runtime Monitoring of Autonomous Driving Systems
Jon Ayerdi, Asier Iriarte, Pablo Valle +3
Autonomous Driving Systems (ADSs) are complex Cyber-Physical Systems (CPSs) that must ensure safety even in uncertain conditions. Modern ADSs often employ Deep Neural Networks (DNN…
On the origin of the Kerker phenomena
Jon Lasa-Alonso, Chiara Devescovi, Carlos Maciel-Escudero +2
We provide an insight into the origin of the phenomena reported 40 years ago by Kerker, Wang and Giles (Journal of the Optical Society of America, 73, 6, pp. 765-767, (1983)). We s…
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…
Applying and Extending the Delta Debugging Algorithm for Elevator Dispatching Algorithms (Experience Paper)
Pablo Valle, Aitor Arrieta, Maite Arratibel
Elevator systems are one kind of Cyber-Physical Systems (CPSs), and as such, test cases are usually complex and long in time. This is mainly because realistic test scenarios are em…
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…
Error estimation in current noisy quantum computers
Unai Aseguinolaza, Nahual Sobrino, Gabriel Sobrino +2
One of the main important features of the noisy intermediate-scale quantum (NISQ) era is the correct evaluation and consideration of errors. In this paper, we analyze the main sour…
Automated Misconfiguration Repair of Configurable Cyber-Physical Systems with Search: an Industrial Case Study on Elevator Dispatching Algorithms
Pablo Valle, Aitor Arrieta, Maite Arratibel
Real-world Cyber-Physical Systems (CPSs) are usually configurable. Through parameters, it is possible to configure, select or unselect different system functionalities. While this…