Kernel Methods for Pattern Analysis 豆 9.4分

资源最后更新于 2020-09-27 15:06:33

作者：John Shawe-Taylor

出版社：Cambridge University Press

出版日期：2004-01

ISBN：9780521813976

文件格式： pdf

标签： 机器学习 kernel 人工智能 模式识别 pattern_recognition 核方法 计算机 数据挖掘

简介· · · · · ·

Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e.g. strings, vectors or text) and look for general types of relations (e.g. rankings, classifications, regressions, clusters). The application areas range from neural networks and pattern recognition to machine learning and data mining. Th...