483 search results - page 35 / 97 » Sampling the Web as Training Data for Text Classification |
126
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
We present a new machine learning framework called "self-taught learning" for using unlabeled data in supervised classification tasks. We do not assume that the unlabele...
130
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NIPS
2004
15 years 4 months ago
2004
A graph-based prior is proposed for parametric semi-supervised classification. The prior utilizes both labelled and unlabelled data; it also integrates features from multiple view...
105
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IJCNN
2000
IEEE
15 years 7 months ago
2000
IEEE
This paper presents a staged series of artificial neural networks (ANNs) for phoneme recognition for text-to-speech applications. Contrary from much of the prior published literat...
116
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LREC
2008
15 years 4 months ago
2008
Originally conceived as a "naive" baseline experiment using traditional n-gram language models as classifiers, the NCLEANER system has turned out to be a fast and lightw...
125
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FUZZIEEE
2007
IEEE
15 years 9 months ago
2007
IEEE
— This article presents a self-fuzzification method to enhance the settings of a Fuzzy Reasoning Classification adapted to the automated inspection of wooden boards. The supervis...