Geometric Theory of Information (Signals and Communication Technology)
暫譯: 資訊的幾何理論（信號與通信技術）

出版商: Springer
出版日期: 2014-05-22
售價: $4,510
貴賓價: 9.5 折 $4,285
語言: 英文
頁數: 392
裝訂: Hardcover
ISBN: 3319053167
ISBN-13: 9783319053165

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商品描述

This book brings together geometric tools and their applications for Information analysis. It collects current and many uses of in the interdisciplinary fields of Information Geometry Manifolds in Advanced Signal, Image & Video Processing, Complex Data Modeling and Analysis, Information Ranking and Retrieval, Coding, Cognitive Systems, Optimal Control, Statistics on Manifolds, Machine Learning, Speech/sound recognition and natural language treatment which are also substantially relevant for the industry.

商品描述(中文翻譯)

本書匯集了幾何工具及其在資訊分析中的應用。它收錄了在資訊幾何流形（Information Geometry Manifolds）這一跨學科領域中的當前及多種用途，涵蓋了高級信號、影像與視頻處理、複雜數據建模與分析、資訊排名與檢索、編碼、認知系統、最佳控制、流形上的統計、機器學習、語音/聲音識別及自然語言處理等，這些內容對於業界也具有重要的相關性。