Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification (Hardcover)
暫譯: 小波神經網絡:在金融工程、混沌與分類中的應用(精裝版)
Antonios K. Alexandridis, Achilleas D. Zapranis
- 出版商: Wiley
- 出版日期: 2014-05-05
- 定價: $3,470
- 售價: 9.5 折 $3,297
- 語言: 英文
- 頁數: 264
- 裝訂: Hardcover
- ISBN: 1118592522
- ISBN-13: 9781118592526
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相關分類:
人工智慧、大數據 Big-data、Data Science
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商品描述
Through extensive examples and case studies, Wavelet Neural Networks provides a step-by-step introduction to modeling, training, and forecasting using wavelet networks. The acclaimed authors present a statistical model identification framework to successfully apply wavelet networks in various applications, specifically, providing the mathematical and statistical framework needed for model selection, variable selection, wavelet network construction, initialization, training, forecasting and prediction, confidence intervals, prediction intervals, and model adequacy testing. The text is ideal for MBA students as well as researchers and practitioners. Various methodologies are separated into the appropriate procedural stages to facilitate understanding.
商品描述(中文翻譯)
透過大量的範例和案例研究,Wavelet Neural Networks 提供了一個逐步介紹如何使用小波網絡進行建模、訓練和預測的過程。這些備受推崇的作者提出了一個統計模型識別框架,以成功應用小波網絡於各種應用中,特別是提供了模型選擇、變數選擇、小波網絡構建、初始化、訓練、預測和預測、置信區間、預測區間以及模型適切性測試所需的數學和統計框架。這本書非常適合MBA學生以及研究人員和實務工作者。各種方法論被劃分為適當的程序階段,以促進理解。