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Graph-based semi-supervised learning

Subramanya, Amarnag.

Graph-based semi-supervised learning

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Graph-based semi-supervised learning/ Amarnag Subramanya, Partha Pratim Talukdar.
作者:	Subramanya, Amarnag.
其他作者:	Talukdar, Partha Pratim,
出版者:	[San Rafael, CA] :Morgan & Claypool Publishers, : 2014.,
面頁冊數:	1 online resource (127 p.)
標題:	Machine learning - Graphic methods. -
電子資源:	http://portal.igpublish.com/iglibrary/search/MCPB0000691.html

Graph-based semi-supervised learning
Subramanya, Amarnag.

Graph-based semi-supervised learning[electronic resource] /Amarnag Subramanya, Partha Pratim Talukdar. - 1st ed. - [San Rafael, CA] :Morgan & Claypool Publishers,2014. - 1 online resource (127 p.) - Synthesis lectures on artificial intelligence and machine learning ;29. - Synthesis lectures on artificial intelligence and machine learning ;29.

Includes bibliographical references and index.

Graph-based semi-supervised learning -- Abstract -- Dedication -- Contents -- Chapter 1. Introduction -- Chapter 2. Graph Construction -- Chapter 3. Learning and Inference -- Chapter 4. Scalability -- Chapter 5. Applications -- Chapter 6. Future Work -- Appendix A. Notations -- Appendix B. Solving Modified Adsorption (MAD) Objective -- Appendix C. Alternating Minimization -- Appendix D. Software -- Bibliography -- Authors' Biographies -- Index.

Source: 776780660000691Subjects--Topical Terms:

1136769
Machine learning
--Graphic methods.

LC Class. No.: Q325.75 / .S824 2014

Dewey Class. No.: 006.31

Graph-based semi-supervised learning
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