8 search results - page 1 / 2 » Cluster-Based Cumulative Ensembles |
118
Voted
MCS
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. In this paper, we propose a cluster-based cumulative representation for cluster ensembles. Cluster labels are mapped to incrementally accumulated clusters, and a matching...
147
Voted
ICDAR
2011
IEEE
14 years 22 days ago
2011
IEEE
—Handwritten text line segmentation on real-world data presents significant challenges that cannot be overcome by any single technique. Given the diversity of approaches and the...
132
Voted
INFFUS
2006
15 years 1 months ago
2006
Adjusted Rand index is used to measure diversity in cluster ensembles and a diversity measure is subsequently proposed. Although the measure was found to be related to the quality...
106
Voted
DAGM
2008
Springer
15 years 2 months ago
2008
Springer
In this paper a novel and generic approach for model-based data clustering in a boosting framework is presented. This method uses the forward stagewise additive modeling to learn t...
166
Voted
ICCNMC
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. The main goal of research concerning energy aware routing algorithm for wireless sensor network is to increase the lifetime and long-term connectivity of the wireless sen...