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» Evaluation of Clusterings - Metrics and Visual Support
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ECML
2006
Springer
15 years 3 months ago
B-Matching for Spectral Clustering
We propose preprocessing spectral clustering with b-matching to remove spurious edges in the adjacency graph prior to clustering. B-matching is a generalization of traditional maxi...
Tony Jebara, Vlad Shchogolev
TVCG
2008
122views more  TVCG 2008»
15 years 1 months ago
Interactive Entity Resolution in Relational Data: A Visual Analytic Tool and Its Evaluation
Databases often contain uncertain and imprecise references to real-world entities. Entity resolution, which is the process of reconciling multiple references to underlying real-wor...
Hyunmo Kang, Lise Getoor, Ben Shneiderman, Mustafa...
121
Voted
CLUSTER
2006
IEEE
15 years 8 months ago
Cluster-based IP Router: Implementation and Evaluation
IP routers are now increasingly expected to do more than just traditional packet forwarding – they must be extensible as well as scalable. It is a challenge to design a router a...
Qinghua Ye, Mike H. MacGregor
VISSOFT
2005
IEEE
15 years 7 months ago
Exploring Relations within Software Systems Using Treemap Enhanced Hierarchical Graphs
The clear and meaningful visualization of relations between software entities is an invaluable tool for the comprehension, evaluation, and reengineering of the structure of existi...
Michael Balzer, Oliver Deussen
SSDBM
2007
IEEE
110views Database» more  SSDBM 2007»
15 years 8 months ago
On Exploring Complex Relationships of Correlation Clusters
In high dimensional data, clusters often only exist in arbitrarily oriented subspaces of the feature space. In addition, these so-called correlation clusters may have complex rela...
Elke Achtert, Christian Böhm, Hans-Peter Krie...