Introduction to Semi-Supervised Learning 2024 pdf epub mobi 电子书

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发表于2024-12-29

Introduction to Semi-Supervised Learning 2024 pdf epub mobi 电子书

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出版者:

作者:Xu, Zenglin; King, Irwin;

出品人:

页数:250

译者:

出版时间:2013-2

价格:$ 90.34

装帧:

isbn号码:9781439826096

丛书系列:

图书标签: 机器学习 semi_supervised Introduction 计算机数据挖掘 to

Introduction to Semi-Supervised Learning 2024 pdf epub mobi 电子书图书描述

Including the historical background and recent advances in the field as well as theoretical perspectives and real-world applications, this book outlines a systematic framework for implementing semi-supervised learning methods. It provides a toolbox on semi-supervised learning algorithms, presenting illustrations and examples of each algorithm. The book defines and distinguishes supervised learning, unsupervised learning, semi-supervised learning, and other relevant learning tasks. It discusses important semi-supervised learning models, including generative models for semi-supervised learning, semi-supervised support vector machines, and graph-based semi-supervised learning methods.

Introduction to Semi-Supervised Learning 2024 pdf epub mobi 电子书

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