Výsledky vyhledávání - "Truong, Charles"

Report

ASTRIDE: Adaptive Symbolization for Time Series Databases

Autor: Combettes, Sylvain W., Truong, Charles, Oudre, Laurent

We introduce ASTRIDE (Adaptive Symbolization for Time seRIes DatabasEs), a novel symbolic representation of time series, along with its accelerated variant FASTRIDE (Fast ASTRIDE). Unlike most symbolization procedures, ASTRIDE is adaptive during both

Externí odkaz: http://arxiv.org/abs/2302.04097

Zobrazit plný text záznamu

Report

Meta-analysis parameters computation: a Python approach to facilitate the crossing of experimental conditions

Autor: Quijoux, Flavien, Truong, Charles, Vienne-Jumeau, Aliénor, Oudre, Laurent, BERTIN-HUGAULT, François, ZAWIEJA, Philippe, LEFEVRE, Marie, VIDAL, Pierre-Paul, RICARD, Damien

Meta-analysis is a data aggregation method that establishes an overall and objective level of evidence based on the results of several studies. It is necessary to maintain a high level of homogeneity in the aggregation of data collected from a system

Externí odkaz: http://arxiv.org/abs/2007.07799

Zobrazit plný text záznamu

Report

ruptures: change point detection in Python

Autor: Truong, Charles, Oudre, Laurent, Vayatis, Nicolas

ruptures is a Python library for offline change point detection. This package provides methods for the analysis and segmentation of non-stationary signals. Implemented algorithms include exact and approximate detection for various parametric and non-

Externí odkaz: http://arxiv.org/abs/1801.00826

Zobrazit plný text záznamu

Report

Selective review of offline change point detection methods

Autor: Truong, Charles, Oudre, Laurent, Vayatis, Nicolas

Publikováno v: Signal Processing, 167:107299, 2020

This article presents a selective survey of algorithms for the offline detection of multiple change points in multivariate time series. A general yet structuring methodological strategy is adopted to organize this vast body of work. More precisely, d

Externí odkaz: http://arxiv.org/abs/1801.00718

Zobrazit plný text záznamu