1036 search results - page 19 / 208 » Unsupervised Learning |
CORR
2008
Springer
15 years 15 days ago
2008
Springer
Abstract. We define a novel, basic, unsupervised learning problem learning the the lowest density homogeneous hyperplane separator of an unknown probability distribution. This task...
102
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ECML
2001
Springer
15 years 4 months ago
2001
Springer
Abstract. This paper presents a simple unsupervised learning algorithm for recognizing synonyms, based on statistical data acquired by querying a Web search engine. The algorithm, ...
117
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ACCV
2010
Springer
14 years 7 months ago
2010
Springer
Abstract. We propose a novel unsupervised transfer learning framework that utilises unlabelled auxiliary data to quantify and select the most relevant transferrable knowledge for r...
49
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COLING
1996
1996
Unsupervised Discovery of Phonological Categories through Supervised Learning of Morphological Rules
15 years 1 months ago
We describe a case study in tit(', application of symbolic machinc learning techniques for the discow;ry of linguistic rules and categories. A supervised rule induction algor...
162
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RIVF
2008
15 years 1 months ago
2008
The classification image into one of several categories is a problem arisen naturally under a wide range of circumstances. In this paper, we present a novel unsupervised model for ...