2208 search results - page 225 / 442 » Privacy-Preserving Classifier Learning |
119
click to vote
MLDM
2007
Springer
15 years 10 months ago
2007
Springer
This paper presents a novel solution for the problem of building text classifier using positive documents (P) and unlabeled documents (U). Here, the unlabeled documents are mixed w...
175
click to vote
IJCAI
2001
15 years 5 months ago
2001
Supervised and unsupervised learning methods have traditionally focused on data consisting of independent instances of a single type. However, many real-world domains are best des...
146
click to vote
KES
2006
Springer
15 years 4 months ago
2006
Springer
The issue of Automatic Relevance Determination (ARD) has attracted attention over the last decade for the sake of efficiency and accuracy of classifiers, and also to extract knowle...
109
click to vote
JMLR
2002
15 years 3 months ago
2002
In this paper, we discuss round robin classification (aka pairwise classification), a technique for handling multi-class problems with binary classifiers by learning one classifie...
126
click to vote
CNSM
2010
15 years 2 months ago
2010
The classification of encrypted traffic on the fly from network traces represents a particularly challenging application domain. Recent advances in machine learning provide the opp...