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Semi-supervised learning
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ISBN: 9780262033589 0262033585 0262255898 1282096184 1429414081 9780262255899 9781282096189 9781429414081 9780262514125 0262514125 Year: 2006 Publisher: Cambridge, Mass. MIT Press

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Abstract

A comprehensive review of an area of machine learning that deals with the use of unlabeled data in classification problems, this text looks at state-of-the-art algorithms, applications benchmark experiments, and directions for future research.

The elements of statistical learning : data mining, inference, and prediction : with 200 full-color illustrations
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ISBN: 0387952845 9780387952840 3540952845 Year: 2001 Publisher: Berlin : Springer,

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Keywords

519.2 --- 519.23 --- Supervised learning (Machine learning) --- 681.3*I26 --- 519.23 Statistical analysis. Inference methods --- Statistical analysis. Inference methods --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- 681.3*I26 Learning: analogies concept learning induction knowledge acquisition language acquisition parameter learning (Artificial intelligence)--See also {681.3*K32} --- Learning: analogies concept learning induction knowledge acquisition language acquisition parameter learning (Artificial intelligence)--See also {681.3*K32} --- Learning, Supervised (Machine learning) --- Machine learning --- Learning strategies --- Stratégies d'apprentissage --- 006.31 --- Learning: analogies; concept learning; induction; knowledge acquisition; language acquisition; parameter learning (Artificial intelligence)--See also {681.3*K32} --- 681.3*I26 Learning: analogies; concept learning; induction; knowledge acquisition; language acquisition; parameter learning (Artificial intelligence)--See also {681.3*K32} --- Supervised learning (Machine learning). --- Stratégies d'apprentissage --- wiskundige statistiek --- regressie-analyse --- lineaire programmering --- dataverwerking --- informatietechnologie --- mathematische modellen, toegepast op bedrijfsleven --- Artificial intelligence. Robotics. Simulation. Graphics --- Mathematical statistics --- Basic Sciences. Statistics --- Statistics (General). --- Research --- Recherche --- MACHINE LEARNING -- 516 --- STATISTICAL LEARNING -- 516 --- SUPERVISED LEARNING -- 516 --- Supervised learning (machine learning)

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