图书标签: ICA 机器学习 信号处理 数学 模式识别 图像处理 计算机 英文原版
发表于2024-11-22
Independent Component Analysis pdf epub mobi txt 电子书 下载 2024
A comprehensive introduction to ICA for students and practitioners
Independent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing. This is the first book to provide a comprehensive introduction to this new technique complete with the fundamental mathematical background needed to understand and utilize it. It offers a general overview of the basics of ICA, important solutions and algorithms, and in-depth coverage of new applications in image processing, telecommunications, audio signal processing, and more.
Independent Component Analysis is divided into four sections that cover:
* General mathematical concepts utilized in the book
* The basic ICA model and its solution
* Various extensions of the basic ICA model
* Real-world applications for ICA models
Authors Hyvarinen, Karhunen, and Oja are well known for their contributions to the development of ICA and here cover all the relevant theory, new algorithms, and applications in various fields. Researchers, students, and practitioners from a variety of disciplines will find this accessible volume both helpful and informative.
ICA无可厚非的绝对经典。
评分A good book of ICA
评分算是读完了吧。只觉得这本书详略不当,读起来真的费劲。
评分算是读完了吧。只觉得这本书详略不当,读起来真的费劲。
评分A good book of ICA
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Independent Component Analysis pdf epub mobi txt 电子书 下载 2024