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ICDM
2002
IEEE
191views Data Mining» more  ICDM 2002»
14 years 3 months ago
Iterative Clustering of High Dimensional Text Data Augmented by Local Search
The k-means algorithm with cosine similarity, also known as the spherical k-means algorithm, is a popular method for clustering document collections. However, spherical k-means ca...
Inderjit S. Dhillon, Yuqiang Guan, J. Kogan
DIAGRAMS
2006
Springer
14 years 1 months ago
Flow Diagrams: Rise and Fall of the First Software Engineering Notation
Drawings of water are the earliest, least abstract forms of flow diagram. Representations of ideal or generalised sequences for manufacturing or actual paths for materials between ...
Stephen J. Morris, O. C. Z. Gotel
DAS
2010
Springer
14 years 1 months ago
Improved classification through runoff elections
We consider the problem of dealing with irrelevant votes when a multi-case classifier is built from an ensemble of binary classifiers. We show how run-off elections can be used to...
Oleg Golubitsky, Stephen M. Watt
CSCW
2008
ACM
13 years 12 months ago
Pushing relevant artifact annotations in collaborative software development
Recent techniques show the benefits of attaching communitygenerated knowledge to artifacts in an information space and presenting it to subsequent readers. We argue that such know...
Uri Dekel, James D. Herbsleb
DAS
2008
Springer
13 years 12 months ago
New Oversampling Approaches Based on Polynomial Fitting for Imbalanced Data Sets
In classification tasks, class-modular strategy has been widely used. It has outperformed classical strategy for pattern classification task in many applications [1]. However, in ...
Sami Gazzah, Najoua Essoukri Ben Amara