44 search results - page 3 / 9 » Classification of Weakly-Labeled Data with Partial Equivalen... |
KDD
2003
ACM
16 years 3 days ago
2003
ACM
Classification trees are widely used in the machine learning and data mining communities for modeling propositional data. Recent work has extended this basic paradigm to probabili...
196
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POPL
2006
ACM
16 years 18 hour ago
2006
ACM
Functional programmers often reason about programs as if they were written in a total language, expecting the results to carry over to non-total (partial) languages. We justify su...
102
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ACL
2008
15 years 1 months ago
2008
In statistical language modeling, one technique to reduce the problematic effects of data sparsity is to partition the vocabulary into equivalence classes. In this paper we invest...
108
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KDD
2008
ACM
16 years 3 days ago
2008
ACM
We address the problem of classification in partially labeled networks (a.k.a. within-network classification) where observed class labels are sparse. Techniques for statistical re...
EDBT
2000
ACM
15 years 3 months ago
2000
ACM
the research activities. This abstract is to introduce the approach of a data model - EP data model. Its data structure is able to store as a finite set of nodes arbitrary effectiv...