Papers
2024 - Sistema de vision artificial basado en aprendizaje profundo para la detección automática de defectos superficiales en pavimentos.
2024 - Multi-task Learning Approach for Intracranial Hemorrhage Prognosis
2024 - Making Federated Learning Accessible to Scientists: The AI4EOSC Approach
2023 - Comparison of machine learning models applied on anonymized data with different techniques
2021 - On the use of Deep Generative Models for ”Perfect” Prognosis Climate Downscaling
2017 - Large Scale Plant Classification with Deep Neural Networks
2017 - Improved Cloud resource allocation: how INDIGO-DataCloud is overcoming the current limitations in Cloud schedulers
2016 - Evolution of the open cloud computing interface
2014 - The role of IBERGRID in the Federated Cloud of EGI
2013 - Identity Federation with VOMS in Cloud Infrastructures
2013 - Analysis of Scientific Cloud Computing requirements
2012 - Production change management using Puppet, Git, Jenkins and Gerrit
2012 - IberCloud: federated access to virtualized resources
2011 - Software Provision Process for EGI
2011 - Fostering multi-scientific usage in the Iberian production infrastructure
2011 - Focusing on an integrated computing infrastructure: the IFCA experience
2011 - Experience on running the Ibergrid infrastructure within EGI
2010 - Virtualization and network mirroring to deliver High Availability to Grid services
2010 - Provisioning of Grid Middleware for EGI in the framework of EGI-InSPIRE
2010 - Int.eu.grid
2010 - Ibergrid transition to EGI
Presentations
2024 - Sistema de visión artificial basado en aprendizaje profundo para la detección automática de defectos superficiales en pavimentos.
2024 - MAPSIA: Automated Pavement Distress Detection for Optimal Road Maintenance Planning
2024 - Image-based deep learning system for coronary artery tortuosity diagnosis in coronary angiography
2024 - Federated AI in the European Open Science Cloud
2024 - Correlación de tráfico, mantenimiento y tipo de vía con un índice de condición del pavimento obtenido a partir de un sistema de visión artificial
2022 - FAIRness Evaluation, Validation and Advising with FAIR EVA
2022 - FAIR EVA: Evaluator, Validator & Advisor
2022 - FAIR EVA: Checking data FAIRness in data repositories
2022 - Deep learning to estimate wine volume from one single-view image
2022 - Artificial Intelligence to evaluate the impact of COVID-19 disease on the elderly
2019 - Using Unsupervised Artificial Neural Networks to Detect Sibling Species: A case in Myxomycetes
2018 - Deep learning for weed identification based on seed images
2018 - Convolutional Neural Networks for Phytoplankton identification and classification
2017 - A workbench for species identification based on images and deep learning techniques
