Advances in Time Series Analysis and Forecasting

Advances in Time Series Analysis and Forecasting

Selected Contributions from ITISE 2016

Pomares, Hector; Rojas, Ignacio; Valenzuela, Olga

Springer International Publishing AG

08/2018

414

Mole

Inglês

9783319857480

15 a 20 dias

658

Descrição não disponível.
Preface.- Part I: Analysis of Irregularly Sampled Time Series: Techniques, Algorithms and Case Studies.- Scientific Contributions.- Part II: Multi-scale Analysis of Univariate and Multivariate Time Series.- Scientific Contributions.- Part III: Linear and Non-linear Time Series Models.- Scientific Contributions.- Part IV: Advanced Time Series Forecasting Methods.- Scientific Contributions.- Part V: Applications in Time Series Analysis and Forecasting.- Scientific Contributions.- Author Index.
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62-XX, 68-XX, 60-XX, 58-XX, 37-XX;time series analysis;forecasting;on-line learning in time series;advanced methods in time series;high-dimensional data;complex data;big data;forecasting in real problems;irregularly sampled time series;multi-scale analysis of time series;linear and non-linear time series;time series forecasting;univariate and multivariate time series