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» On the Comparability of Software Clustering Algorithms
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SAC
2006
ACM
14 years 1 months ago
A scalable algorithm for high-quality clustering of web snippets
We consider the problem of partitioning, in a highly accurate and highly efficient way, a set of n documents lying in a metric space into k non-overlapping clusters. We augment th...
Filippo Geraci, Marco Pellegrini, Paolo Pisati, Fa...
IWPC
1998
IEEE
14 years 1 days ago
Using Automatic Clustering to Produce High-Level System Organizations of Source Code
This paper describes a collection of algorithms that we developed and implemented to facilitate the automatic recovery of the modular structure of a software system from its sourc...
Spiros Mancoridis, Brian S. Mitchell, C. Rorres, Y...
ICC
2007
IEEE
145views Communications» more  ICC 2007»
14 years 2 months ago
Click on a Cluster: A Viable Approach to Scale Software-Based Routers
—Extensible software-based routers running on commodity off-the-shelf hardware and open-source operating systems have been motivated by the progress in hardware technologies and ...
Qinghua Ye, Mike H. MacGregor
ICPR
2008
IEEE
14 years 9 months ago
Geodesic K-means clustering
We introduce a class of geodesic distances and extend the K-means clustering algorithm to employ this distance metric. Empirically, we demonstrate that our geodesic K-means algori...
Arian Maleki, Nima Asgharbeygi
PAKDD
2004
ACM
97views Data Mining» more  PAKDD 2004»
14 years 1 months ago
Further Applications of a Particle Visualization Framework
Our previous work introduced a 3D particle visualization framework that viewed each data point as being a particle affected by gravitational forces. We showed the use of this tool ...
Ke Yin, Ian Davidson