Search Results for author: Johan Debayle

Found 2 papers, 1 papers with code

Bag of Recurrence Patterns Representation for Time-Series Classification

no code implementations29 Mar 2018 Nima Hatami, Yann Gavet, Johan Debayle

Time-Series Classification (TSC) has attracted a lot of attention in pattern recognition, because wide range of applications from different domains such as finance and health informatics deal with time-series signals.

Classification General Classification +3

Classification of Time-Series Images Using Deep Convolutional Neural Networks

1 code implementation2 Oct 2017 Nima Hatami, Yann Gavet, Johan Debayle

While the majority of Time-Series Classification (TSC) literature is focused on 1D signals, this paper uses Recurrence Plots (RP) to transform time-series into 2D texture images and then take advantage of the deep CNN classifier.

Classification General Classification +3

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