4660 search results - page 206 / 932 » Learning from imperfect data |
162
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ICDM
2006
IEEE
15 years 10 months ago
2006
IEEE
We propose an algorithm for extracting fields from HTML search results. The output of the algorithm is a database table– a data structure that better lends itself to high-level...
146
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ICDM
2003
IEEE
15 years 10 months ago
2003
IEEE
A major obstacle to fully integrated deployment of many data mining algorithms is the assumption that data sits in a single table, even though most real-world databases have compl...
116
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ICMLA
2007
15 years 6 months ago
2007
We construct machine learned regressors to predict the behaviour of DNA sequencing data from the fluorescent labelled Sanger method. These predictions are used to assess hypothes...
121
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NIPS
2003
15 years 6 months ago
2003
We report and compare the performance of different learning algorithms based on data from cortical recordings. The task is to predict the orientation of visual stimuli from the ac...
127
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ALT
2009
Springer
16 years 1 months ago
2009
Springer
In this paper we consider uncountable classes recognizable by ω-automata and investigate suitable learning paradigms for them. In particular, the counterparts of explanatory, vac...