152 citations
- University of the Basque CountryES17 papers
- Universidad de NavarraES5 papers
- Donostia International Physics CenterES3 papers
- IkerbasqueES3 papers
- Biogipuzkoa Health Research InstituteES2 papers
- Digital Research Alliance of Canada2 papers
- Politecnico di MilanoIT2 papers
- Tech FoundationUS2 papers
- Boeing (Spain)ES1 paper
- Boston CollegeUS1 paper
- Catholic University of Eastern AfricaKE1 paper
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4 papers · 1 filter
Defending Network Intrusion Detection Systems Based on Graph Neural Networks Against Structural Adversarial Attacks
Dimitri Galli, Andrea Venturi, Dario Stabili +2
Graph Neural Networks (GNNs) represent a promising solution for Machine Learning (ML) based Network Intrusion Detection Systems (NIDS), thanks to their ability to leverage both net…
Bifurcated Remaining Useful Life Prediction: A Hybrid Approach for Realistic Uncertainty Characterization
Xabier Belaunzaran, Antonio Nappa, Arkaitz Artetxe +1
This study presents a novel hybrid prognostic framework for uncertainty-aware Remaining Useful Life (RUL) estimation in turbofan engines using the NASA C-MAPSS dataset. The framewo…
Implementation of the hybrid exchange-correlation functionals in the SIESTA code
Yann Pouillon, Bill Clintone Oyomo, James Sifuna +6
We present an efficient and accurate implementation of hybrid exchange-correlation (XC) functionals in the SIESTA code, enabling large-scale simulations based on Hartree-Fock-type…
Surrogate model of a HVAC system for PV self-consumption maximisation
B. da Costa Paulo, N. Aginako, J. Ugartemendia +3
In the last few years, energy efficiency has become a challenge. Not only mitigating environmental impact but reducing energy waste can lead to financial advantages. Buildings play…