1969 search results - page 222 / 394 » Fuzzy sets in machine learning and data mining |
163
click to vote
NIPS
2007
15 years 7 months ago
2007
Rare category detection is an open challenge for active learning, especially in the de-novo case (no labeled examples), but of significant practical importance for data mining - ...
195
click to vote
ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
Graph-based methods for semi-supervised learning have recently been shown to be promising for combining labeled and unlabeled data in classification problems. However, inference f...
161
click to vote
ICML
2002
IEEE
16 years 7 months ago
2002
IEEE
This paper addresses cost-sensitive classification in the setting where there are costs for measuring each attribute as well as costs for misclassification errors. We show how to ...
143
click to vote
ICDM
2006
IEEE
16 years 15 days ago
2006
IEEE
Efficient and intelligent music information retrieval is a very important topic of the 21st century. With the ultimate goal of building personal music information retrieval syste...
176
click to vote
KDD
2008
ACM
16 years 6 months ago
2008
ACM
Matching records that refer to the same entity across databases is becoming an increasingly important part of many data mining projects, as often data from multiple sources needs ...