152 citations
- University of the Basque CountryES17 papers
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- Donostia International Physics CenterES3 papers
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- Biogipuzkoa Health Research InstituteES2 papers
- Digital Research Alliance of Canada2 papers
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10 papers · 1 filter
Integrated Water Resource Management in the Segura Hydrographic Basin: An Artificial Intelligence Approach
Urtzi Otamendi, Mikel Maiza, Igor G. Olaizola +3
Managing resources effectively in uncertain demand, variable availability, and complex governance policies is a significant challenge. This paper presents a paradigmatic framework…
Analysis of Classifier Training on Synthetic Data for Cross-Domain Datasets
Andoni Cortés, Clemente Rodríguez, Gorka Velez +2
A major challenges of deep learning (DL) is the necessity to collect huge amounts of training data. Often, the lack of a sufficiently large dataset discourages the use of DL in cer…
Data streaming platform for crowd-sourced vehicle dataset generation
Felipe Mogollon, Zaloa Fernandez, Angel Martin +2
Vehicles are sophisticated machines equipped with sensors that provide real-time data for onboard driving assistance systems. Due to the wide variety of traffic, road, and weather…
Differentially Private Non Parametric Copulas: Generating synthetic data with non parametric copulas under privacy guarantees
Pablo A. Osorio-Marulanda, John Esteban Castro Ramirez, Mikel Hernández Jiménez +2
Creation of synthetic data models has represented a significant advancement across diverse scientific fields, but this technology also brings important privacy considerations for u…
Learning Gaze-aware Compositional GAN
Nerea Aranjuelo, Siyu Huang, Ignacio Arganda-Carreras +4
Gaze-annotated facial data is crucial for training deep neural networks (DNNs) for gaze estimation. However, obtaining these data is labor-intensive and requires specialized equipm…
Dynamic Risk Assessment Methodology with an LDM-based System for Parking Scenarios
Paola Natalia Cañas, Mikel García, Nerea Aranjuelo +3
This paper describes the methodology for building a dynamic risk assessment for ADAS (Advanced Driving Assistance Systems) algorithms in parking scenarios, fusing exterior and inte…