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Semi-Supervised Learning
Language: en
Pages: 525
Authors: Olivier Chapelle
Categories: Computers
Type: BOOK - Published: 2010-01-22 - Publisher: MIT Press

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A comprehensive review of an area of machine learning that deals with the use of unlabeled data in classification problems: state-of-the-art algorithms, a taxon
Introduction to Semi-Supervised Learning
Language: en
Pages: 116
Authors: Xiaojin Geffner
Categories: Computers
Type: BOOK - Published: 2022-05-31 - Publisher: Springer Nature

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Semi-supervised learning is a learning paradigm concerned with the study of how computers and natural systems such as humans learn in the presence of both label
Semi-supervised Learning
Language: en
Pages: 0
Authors: Guoqiang Zhong
Categories: Supervised learning (Machine learning)
Type: BOOK - Published: 2018 - Publisher:

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Semi-supervised learning is an important area of machine learning. It deals with problems that involve a lot of unlabeled data and very scarce labeled data. The
Handbook on Neural Information Processing
Language: en
Pages: 547
Authors: Monica Bianchini
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Type: BOOK - Published: 2013-04-12 - Publisher: Springer Science & Business Media

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This handbook presents some of the most recent topics in neural information processing, covering both theoretical concepts and practical applications. The contr
Semisupervised Learning for Computational Linguistics
Language: en
Pages: 322
Authors: Steven Abney
Categories: Business & Economics
Type: BOOK - Published: 2007-09-17 - Publisher: CRC Press

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The rapid advancement in the theoretical understanding of statistical and machine learning methods for semisupervised learning has made it difficult for nonspec