5096 search results - page 44 / 1020 » Landscape of Clustering Algorithms |
PODS
2006
ACM
15 years 12 months ago
2006
ACM
We initiate a novel study of clustering problems. Rather than specifying an explicit objective function to optimize, our framework allows the user of clustering algorithm to speci...
SIGIR
2008
ACM
14 years 11 months ago
2008
ACM
Clustering hypertext document collection is an important task in Information Retrieval. Most clustering methods are based on document content and do not take into account the hype...
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JMLR
2012
13 years 2 months ago
2012
We propose a simple and efficient modification of the popular DBSCAN clustering algorithm. This modification is able to detect the most interesting vertical threshold level in a...
ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
In the past, clusterings combination approaches are based on “flat” clustering algorithms, i.e. algorithms that operate on non-hierarchical clustering schemes. These approache...
CIKM
2004
Springer
15 years 5 months ago
2004
Springer
Given the recent advancement of microarray technologies, we present a density-based clustering approach for the purpose of co-expressed gene cluster identification. The underlyin...