Search Results for author: João Torres

Found 2 papers, 0 papers with code

Lightweight Automated Feature Monitoring for Data Streams

no code implementations18 Jul 2022 João Conde, Ricardo Moreira, João Torres, Pedro Cardoso, Hugo R. C. Ferreira, Marco O. P. Sampaio, João Tiago Ascensão, Pedro Bizarro

We propose a flexible system, Feature Monitoring (FM), that detects data drifts in such data sets, with a small and constant memory footprint and a small computational cost in streaming applications.

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