186 citations
- University of the Basque CountryES11 papers
- Universidad de NavarraES5 papers
- Basque Center for Applied MathematicsES4 papers
- AIT Austrian Institute of Technology GmbHAT3 papers
- Association of Electronic and Information TechnologiesES3 papers
- Oldenburger Institut für InformatikDE3 papers
- University of OuluFI3 papers
- Centro de Estudios e Investigaciones Técnicas de GipuzkoaES2 papers
- Delft University of TechnologyNL2 papers
- École de Technologie SupérieureCA2 papers
- European Distributed Energy Resources LaboratoriesDE2 papers
- Euskadiko Parke TeknologikoaES2 papers
29 papers
Steiner Traveling Salesman Problem with Quantum Annealing
Alessia Ciacco, Francesca Guerriero, Eneko Osaba
The Steiner Traveling Salesman Problem (STSP) is a variant of the classical Traveling Salesman Problem. The STSP involves incorporating steiner nodes, which are extra nodes not ori…
On the Black-box Explainability of Object Detection Models for Safe and Trustworthy Industrial Applications
Alain Andres, Aitor Martinez-Seras, Ibai Laña +1
In the realm of human-machine interaction, artificial intelligence has become a powerful tool for accelerating data modeling tasks. Object detection methods have achieved outstandi…
Towards Interoperability Testing of Smart Energy Systems -- An Overview and Discussion of Possibilities
Thomas I. Strasser, Edmund Widl, René A. Kuchenbuch +10
Interoperability is the key to implementing a wide range of energy systems applications. It involves the seamless cooperation of different methods and components. With smart energy…
Conformal Recursive Feature Elimination
Marcos López-De-Castro, Alberto García-Galindo, Rubén Armañanzas
Unlike traditional statistical methods, Conformal Prediction (CP) allows for the determination of valid and accurate confidence levels associated with individual predictions based…
Hacking Cryptographic Protocols with Advanced Variational Quantum Attacks
Borja Aizpurua, Pablo Bermejo, Josu Etxezarreta Martinez +1
Here we introduce an improved approach to Variational Quantum Attack Algorithms (VQAA) on crytographic protocols. Our methods provide robust quantum attacks to well-known cryptogra…
Hybrid Approach for Solving Real-World Bin Packing Problem Instances Using Quantum Annealers
Sebastián V. Romero, Eneko Osaba, Esther Villar-Rodriguez +2
Efficient packing of items into bins is a common daily task. Known as Bin Packing Problem, it has been intensively studied in the field of artificial intelligence, thanks to the wi…