2036 search results - page 305 / 408 » 1-norm Support Vector Machines |
114
Voted
KDD
2008
ACM
16 years 3 months ago
2008
ACM
Efficient training of direct multi-class formulations of linear Support Vector Machines is very useful in applications such as text classification with a huge number examples as w...
144
Voted
KDD
2003
ACM
16 years 3 months ago
2003
ACM
The problem of identifying approximately duplicate records in databases is an essential step for data cleaning and data integration processes. Most existing approaches have relied...
149
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KDD
2002
ACM
16 years 3 months ago
2002
ACM
Instance selection and feature selection are two orthogonal methods for reducing the amount and complexity of data. Feature selection aims at the reduction of redundant features i...
134
click to vote
KDD
2002
ACM
16 years 3 months ago
2002
ACM
This paper presents an approach to automatically optimizing the retrieval quality of search engines using clickthrough data. Intuitively, a good information retrieval system shoul...
142
Voted
KDD
2002
ACM
16 years 3 months ago
2002
ACM
In this paper, we present a new co-training strategy that makes use of unlabelled data. It trains two predictors in parallel, with each predictor labelling the unlabelled data for...