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05/12/2023
Comparison of machine learning models applied on anonymized data with different techniques
Anonymization techniques based on obfuscating the quasi-identifiers by m...
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08/16/2022
pyCANON: A Python library to check the level of anonymity of a dataset
Openly sharing data with sensitive attributes and privacy restrictions i...
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08/14/2022
Frouros: A Python library for drift detection in Machine Learning problems
Frouros is a Python library capable of detecting drift in machine learni...
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08/04/2022
A Container-Based Workflow for Distributed Training of Deep Learning Algorithms in HPC Clusters
Deep learning has been postulated as a solution for numerous problems in...
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07/18/2022
Study of the performance and scalability of federated learning for medical imaging with intermittent clients
Federated learning is a data decentralization privacy-preserving techniq...
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07/12/2022
Forecasting COVID-19 spreading trough an ensemble of classical and machine learning models: Spain's case study
In this work we evaluate the applicability of an ensemble of population ...
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01/27/2020
Estimation of high frequency nutrient concentrations from water quality surrogates using machine learning methods
Continuous high frequency water quality monitoring is becoming a critica...
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12/27/2018
An efficient cloud scheduler design supporting preemptible instances
Maximizing resource utilization by performing an efficient resource prov...
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07/30/2018
umd-verification: Automation of Software Validation for the EGI federated e-Infrastructure
Supporting e-Science in the EGI e-Infrastructure requires extensive and ...
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11/21/2017
Efficient image deployment in cloud environments
The biggest overhead for the instantiation of a virtual machine in a clo...
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11/21/2017
Standards for enabling heterogeneous IaaS cloud federations
Technology market is continuing a rapid growth phase where different res...
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11/09/2017
Orchestrating Complex Application Architectures in Heterogeneous Clouds
Private cloud infrastructures are now widely deployed and adopted across...
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11/06/2017
