Computing Publications
2025 - Landscape of machine learning evolution: privacy-preserving federated learning frameworks and tools
2024 - An Open Source Python Library for Anonymizing Sensitive Data
2024 - Leveraging a deep learning generative model to enhance recognition of minor asphalt defects
2024 - Enhancing pavement crack segmentation via semantic diffusion synthesis model for strategic road assessment
2024 - Classification of Cast Iron Alloys through Convolutional Neural Networks Applied on Optical Microscopy Images
2024 - Personalized federated learning for improving radar based precipitation nowcasting on heterogeneous areas
2024 - Novel digital-based approach for evaluating wine components´ intake: a deep learning model to determine red wine volume in a glass from single-view images.
2024 - A retrospective study of deep learning generalization across two centers and multiple models of X-ray devices using COVID-19 chest-X rays
2024 - A data-driven approach for the assessment of the thermal stratification of reservoirs based on readily available data
2024 - Network security AIOps for online stream data monitoring
2023 - Study of the performance and scalability of federated learning for medical imaging with intermittent clients
2024 - Frouros: An open-source Python library for drift detection in machine learning systems
2024 - An end-to-end computer vision system based on deep learning for pavement distress detection and quantification
2024 - Improving detection of asphalt distresses with deep learning-based diffusion model for intelligent road maintenance
2023 - Enhancing radiomics and Deep Learning systems through the standardization of medical imaging workflows
2023 - Deep learning based soft-sensor for continuous chlorophyll estimation on decentralized data
2022 - A first update on mapping the human genetic architecture of COVID-19
2023 - A second update on mapping the human genetic architecture of COVID-19
2023 - A deep learning model for prognosis prediction after intracranial hemorrhage
2023 - Novel deep learning method for coronary artery tortuosity detection through coronary angiography
2023 - Forecasting COVID-19 spreading through an ensemble of classical and machine learning models: Spain’s case study
2022 - A Python library to check the level of anonymity of a dataset
2022 - Study of the performance and scalability of federated learning for medical imaging with intermittent clients
2022 - Artificial Intelligence in Radiology: an introduction to the most important concepts
2022 - Rationale and design of the brain magnetic resonance imaging protocol for FutureMS: a longitudinal multi-centre study of newly diagnosed patients with relapsing-remitting multiple sclerosis in Scotland
2022 - Genetic variants associated with longitudinal changes in brain structure across the lifespan
2022 - Structural brain alterations associated with suicidal thoughts and behaviors in young people: results from 21 international studies from the ENIGMA Suicidal Thoughts and Behaviours consortium
2022 - Artificial intelligence to estimate wine volume from single-view images
2022 - A mathematical justification for metronomic chemotherapy in oncology
2021 - A primer on deep learning and convolutional neural networks for clinicians
2020 - DataCloud infrastructure to manage FAIR environmental data
2019 - Open is not enough
2020 - DEEPaaS API: a REST API for machine learning and deep learning models
2020 - Software Quality Assurance in INDIGO-DataCloud project: a converging evolution of software engineering practices to support European Research e-Infrastructures
2020 - Deep learning for proactive network monitoring and security protection
2020 - Estimation of high frequency nutrient concentrations from water quality surrogates using machine learning methods
2020 - A cloud-based framework for machine learning workloads and applications
2007 - A high availability solution for GRID services
2008 - The interactive European grid: Project objectives and achievements
2008 - A Grid infrastructure for parallel and interactive applications
2010 - XMM–Newton Data Analysis with SAS Software Over GRID Technology
2012 - Grid Engine batch system integration in the EMI era
2012 - Integrating PROOF Analysis in Cloud and Batch Clusters
2015 - The EGI Federated Cloud e-Infrastructure
2016 - Standards for enabling heterogeneous IaaS cloud federations
2016 - Efficient image deployment in cloud environments
2018 - Orchestrating Complex Application Architectures in Heterogeneous Clouds
2019 - Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey
2013 - Phenomenology Tools on Cloud Infrastructures using OpenStack
2008 - Workflow-based data parallel applications on the EGEE production grid infrastructure
2012 - Fostering multi-scientific usage in the Iberian production infrastructure
2012 - Software Provisioning process for EGI
2013 - Approaches to Distributed Execution of ScientificWorkflows in Kepler
2014 - Validation of Grid Middleware for the European Grid Infrastructure
2016 - ooi: OpenStack OCCI interface
2018 - Resource Provisioning in Science Clouds: requirements and challenges
2018 - INDIGO-DataCloud: a Platform to Facilitate Seamless Access to E-Infrastructures
2018 - Enabling rootless Linux Containers in multi-user environments: the udocker tool
2018 - umd-verification: Automation of Software Validation for the EGI Federated e-Infrastructure
2019 - An efficient cloud scheduler design supporting preemptible instances
Lattice QCD Publications
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