Time Series Analysis and Forecasting: Selected Contributions from ITISE 2017 (Contributions to Statistics)
暫譯: 時間序列分析與預測:來自ITISE 2017的選定貢獻(統計學貢獻)

  • 出版商: Springer
  • 出版日期: 2018-10-04
  • 售價: $6,780
  • 貴賓價: 9.5$6,441
  • 語言: 英文
  • 頁數: 340
  • 裝訂: Hardcover
  • ISBN: 3319969439
  • ISBN-13: 9783319969435
  • 相關分類: 機率統計學 Probability-and-statistics
  • 海外代購書籍(需單獨結帳)

商品描述

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.



商品描述(中文翻譯)

本書呈現了2017年9月18日至20日在西班牙格拉納達舉行的國際時間序列工作會議(ITISE 2017)中選定的經過同行評審的貢獻。內容討論了時間序列分析和預測的主題,包括先進的數學方法、時間序列的計算智能方法、降維和相似性度量、計量經濟模型、能源時間序列預測、實際問題中的預測、時間序列的在線學習,以及高維和複雜/大數據時間序列。

ITISE 會議系列為科學家、工程師、教育工作者和學生提供了一個論壇,以討論時間序列分析和預測領域的最新理念和實現。它專注於跨學科和多學科的研究,涵蓋計算機科學、數學、統計學和計量經濟學。