3949 search results - page 661 / 790 » Machine Learning and Data Mining |
175
click to vote
MLMI
2007
Springer
16 years 15 days ago
2007
Springer
Automatic segmentation is an important technology for both automatic speech recognition and automatic speech understanding. In meetings, participants typically vocalize for only a ...
166
click to vote
MLDM
2005
Springer
15 years 12 months ago
2005
Springer
Subspace clustering is an extension of traditional clustering that seeks to find clusters in different subspaces within a dataset. This is a particularly important challenge with...
198
click to vote
MLDM
2005
Springer
15 years 12 months ago
2005
Springer
Abstract. The ability to discover the topic of a large set of text documents using relevant keyphrases is usually regarded as a very tedious task if done by hand. Automatic keyphra...
185
click to vote
ICML
2004
IEEE
15 years 11 months ago
2004
IEEE
This paper introduces RankOpt, a linear binary classifier which optimises the area under the ROC curve (the AUC). Unlike standard binary classifiers, RankOpt adopts the AUC stat...
191
click to vote
DSMML
2004
Springer
15 years 11 months ago
2004
Springer
Applications such as audio fingerprinting require search in high dimensions: find an item in a database that is similar to a query. An important property of this search task is t...