1949 search results - page 15 / 390 » A New Class Based Associative Classification Algorithm |
EMNLP
2010
15 years 6 days ago
2010
The problem of automatically classifying the gender of a blog author has important applications in many commercial domains. Existing systems mainly use features such as words, wor...
135
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HIS
2008
15 years 3 months ago
2008
Classification in imbalanced domains is a recent challenge in machine learning. We refer to imbalanced classification when data presents many examples from one class and few from ...
95
Voted
ACL
1998
15 years 3 months ago
1998
This paper proposes a new class-based method to estimate the strength of association in word co-occurrence for the purpose of structural disambiguation. To deal with sparseness of...
103
Voted
FLAIRS
2008
15 years 4 months ago
2008
To facilitate more meaningful interpretation considering the internal interdependency relationships between data values, a new form of high-order (multiple-valued) pattern known a...
104
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ECML
2001
Springer
15 years 6 months ago
2001
Springer
Labeled data for classification could often be obtained by sampling that restricts or favors choice of certain classes. A classifier trained using such data will be biased, resulti...