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» On the Comparability of Software Clustering Algorithms
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IJCNN
2006
IEEE
14 years 1 months ago
Information Theoretic Angle-Based Spectral Clustering: A Theoretical Analysis and an Algorithm
— Recent work has revealed a close connection between certain information theoretic divergence measures and properties of Mercer kernel feature spaces. Specifically, it has been...
Robert Jenssen, Deniz Erdogmus, Jose C. Principe
IWPC
2006
IEEE
14 years 1 months ago
Studying the Evolution of Software Systems Using Change Clusters
In this paper, we present an approach that examines the evolution of code stored in source control repositories. The technique identifies Change Clusters, which can help managers...
Jay Kothari, Ali Shokoufandeh, Spiros Mancoridis, ...
CSMR
2003
IEEE
14 years 1 months ago
Moving to Smaller Libraries via Clustering and Genetic Algorithms
There may be several reasons to reduce a software system to its bare bone removing the extra fat introduced during development or evolution. Porting the software system on embedde...
Giuliano Antoniol, Massimiliano Di Penta, Markus N...
ESA
2003
Springer
123views Algorithms» more  ESA 2003»
14 years 1 months ago
Experiments on Graph Clustering Algorithms
A promising approach to graph clustering is based on the intuitive notion of intra-cluster density vs. inter-cluster sparsity. While both formalizations and algorithms focusing on ...
Ulrik Brandes, Marco Gaertler, Dorothea Wagner
LCPC
2000
Springer
13 years 11 months ago
A Comparative Analysis of Dependence Testing Mechanisms
The internal mechanism used for a dependence test constrains its accuracy and determines its speed. The internal mechanism used for our Access Region Test (ART) is fundamentally d...
Jay Hoeflinger, Yunheung Paek