ListarDepartamento de Informática y Análisis Numérico por tema "Time series segmentation"
Mostrando ítems 1-3 de 3
-
A hybrid dynamic exploitation barebones particle swarm optimisation algorithm for time series segmentation
(Elsevier, 2019)This paper proposes new methods based on time series segmentation, including the adaptation of the particle swarm optimisation algorithm (PSO) to this problem, and more advanced PSO versions, such as barebones PSO (BBPSO) ... -
Detection of early warning signals in paleoclimate data using a genetic time series segmentation algorithm
(2017)This paper proposes a time series segmentation algorithm combining a clustering technique and a genetic algorithm to automatically find segments sharing common statistical characteristics in paleoclimate time series. The ... -
Time series data mining: preprocessing, analysis, segmentation and prediction. Applications
(Universidad de Córdoba, UCOPress, 2019)Currently, the amount of data which is produced for any information system is increasing exponentially. This motivates the development of automatic techniques to process and mine these data correctly. Specifically, in this ...