1420 search results - page 145 / 284 » Cluster Ensemble Selection |
87
Voted
AUSDM
2006
Springer
15 years 4 months ago
2006
Springer
If the dataset available to machine learning results from cluster sampling (e.g. patients from a sample of hospital wards), the usual cross-validation error rate estimate can lead...
107
Voted
NIPS
2008
15 years 2 months ago
2008
We propose a new class of consistency constraints for Linear Programming (LP) relaxations for finding the most probable (MAP) configuration in graphical models. Usual cluster-base...
106
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PR
2007
15 years 9 days ago
2007
In this paper, a mean shift-based clustering algorithm is proposed. The mean shift is a kernel-type weighted mean procedure. Herein, we first discuss three classes of Gaussian, C...
104
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RAID
2010
Springer
14 years 11 months ago
2010
Springer
Malware clustering and classification are important tools that enable analysts to prioritize their malware analysis efforts. The recent emergence of fully automated methods for ma...
117
Voted
WWW
2009
ACM
16 years 1 months ago
2009
ACM
In this paper we describe a problem of discovering query clusters from a click-through graph of web search logs. The graph consists of a set of web search queries, a set of pages ...