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Time Series Analysis and Forecasting : Selected Contributions from ITISE 2017. Softcover reprint of the original 1st ed. 2018.
・ISBN 978-3-030-07276-6 paper EUR 149.99
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| 著者・編者 | Rojas, Ignacio / Pomares, Hector / Valenzuela, Olga (eds.), |
|---|---|
| シリーズ | Contributions to Statistics |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2018 |
| ページ数 | 340 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-6250＞ |
解説
This book presents selected peer-reviewed contributions from the International Work-Conference on Time Series, ITISE 2017, held in Granada, Spain, September 18-20, 2017. It discusses topics in time series analysis and forecasting, including advanced mathematical methodology, computational intelligence methods for time series, dimensionality reduction and similarity measures, econometric models, energy time series forecasting, forecasting in real problems, online learning in time series as well as high-dimensional and complex/big data time series. The series of ITISE conferences provides a forum for scientists, engineers, educators and students to discuss the latest ideas and implementations in the foundations, theory, models and applications in the field of time series analysis and forecasting. It focuses on interdisciplinary and multidisciplinary research encompassing computer science, mathematics, statistics and econometrics.