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» The Practice of Cluster Analysis
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TAP
2008
Springer
153views Hardware» more  TAP 2008»
15 years 4 months ago
Bounded Relational Analysis of Free Data Types
Abstract. In this paper we report on our first experiences using the relational analysis provided by the Alloy tool with the theorem prover KIV in the context of specifications of ...
Andriy Dunets, Gerhard Schellhorn, Wolfgang Reif
CCGRID
2009
IEEE
15 years 11 months ago
Performance Issues in Parallelizing Data-Intensive Applications on a Multi-core Cluster
The deluge of available data for analysis demands the need to scale the performance of data mining implementations. With the current architectural trends, one of the major challen...
Vignesh T. Ravi, Gagan Agrawal
CIBCB
2005
IEEE
15 years 10 months ago
Functional Distances for Genes Based on GO Feature Maps and their Application to Clustering
— With the invention of high throughput methods, researchers are capable of producing large amounts of biological data. During the analysis of such data, the need for a functiona...
Nora Speer, Holger Fröhlich, Christian Spieth...
SIGMOD
2004
ACM
150views Database» more  SIGMOD 2004»
15 years 10 months ago
Clustering Objects on a Spatial Network
Clustering is one of the most important analysis tasks in spatial databases. We study the problem of clustering objects, which lie on edges of a large weighted spatial network. Th...
Man Lung Yiu, Nikos Mamoulis
133
Voted
NIPS
1997
15 years 5 months ago
Active Data Clustering
Active data clustering is a novel technique for clustering of proximity data which utilizes principles from sequential experiment design in order to interleave data generation and...
Thomas Hofmann, Joachim M. Buhmann