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Study of tests for trend in time series
(Universidade Federal de Lavras, 2022)
Multi-resolution time series discord discovery
(Springer, 2017)
Discord Discovery is a recent approach for anomaly detection in time series that has attracted much research because of the wide variety of real-world applications in monitoring systems. However, finding anomalies by ...
Análise de séries temporais fuzzy para previsão e identificação de padrões comportamentais dinâmicos
(Universidade Federal de São CarlosUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCCCâmpus São Carlos, 2015-04-30)
The good results obtained by the fuzzy approaches applied in the analysis of time series
(TS) has contributed significantly to the growth of the area. Although there are satisfactory
results in TS analysis with methods ...
A Multi-resolution Approximation for Time Series
(Springer, 2020)
Time series is a common and well-known way for describing temporal data. However, most of the state-of-the-art techniques for analysing time series have focused on generating a representation for a single level of resolution. ...
On the effect of endpoints on dynamic time warping
(Association for Computing Machinery - ACMSan Francisco, 2016-08)
While there exist a plethora of classification algorithms for most data types, there is an increasing acceptance that the unique properties of time series mean that the combination of nearest neighbor classifiers and Dynamic ...