1364 search results - page 88 / 273 » Sampling Methods for Unsupervised Learning |
129
click to vote
INFOCOM
2006
IEEE
15 years 8 months ago
2006
IEEE
— Peer-to-peer systems are becoming increasingly popular, with millions of simultaneous users and a wide range of applications. Understanding existing systems and devising new pe...
139
Voted
CATE
2004
15 years 4 months ago
2004
Recently web-based educational systems collect vast amounts of data on user patterns, and data mining methods can be applied to these databases to discover interesting associations...
138
Voted
AAAI
2010
15 years 4 months ago
2010
Spectral feature selection identifies relevant features by measuring their capability of preserving sample similarity. It provides a powerful framework for both supervised and uns...
161
Voted
CSB
2004
IEEE
15 years 6 months ago
2004
IEEE
Gene expression profiles with clinical outcome data enable monitoring of disease progression and prediction of patient survival at the molecular level. We present a new computatio...
129
Voted
ICML
2004
IEEE
15 years 8 months ago
2004
IEEE
The paper is concerned with two-class active learning. While the common approach for collecting data in active learning is to select samples close to the classification boundary,...