1864 search results - page 91 / 373 » Modeling Classification and Inference Learning |
108
Voted
EMNLP
2009
14 years 10 months ago
2009
The recently introduced online confidence-weighted (CW) learning algorithm for binary classification performs well on many binary NLP tasks. However, for multi-class problems CW l...
106
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
This paper describes the use of machine learning to improve the performance of natural language question answering systems. We present a model for improving story comprehension th...
ECML
2001
Springer
15 years 5 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...
107
Voted
BMCBI
2007
15 years 23 days ago
2007
Background: An adequate and expressive ontological representation of biological organisms and their parts requires formal reasoning mechanisms for their relations of physical aggr...
129
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ICCV
2007
IEEE
16 years 2 months ago
2007
IEEE
Object tracking is viewed as a two-class 'one-versusrest' classification problem, in which the sample distribution of the target is approximately Gaussian while the back...