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ICDE
1999
IEEE
183views Database» more  ICDE 1999»
16 years 5 months ago
ROCK: A Robust Clustering Algorithm for Categorical Attributes
Clustering, in data mining, is useful to discover distribution patterns in the underlying data. Clustering algorithms usually employ a distance metric based (e.g., euclidean) simi...
Sudipto Guha, Rajeev Rastogi, Kyuseok Shim
ACMMSP
2006
ACM
226views Hardware» more  ACMMSP 2006»
15 years 7 months ago
Smarter garbage collection with simplifiers
We introduce a method for providing lightweight daemons, called simplifiers, that attach themselves to program data. If a data item has a simplifier, the simplifier may be run aut...
Melissa E. O'Neill, F. Warren Burton
BMCBI
2008
115views more  BMCBI 2008»
15 years 4 months ago
Systems biology driven software design for the research enterprise
Background: In systems biology, and many other areas of research, there is a need for the interoperability of tools and data sources that were not originally designed to be integr...
John Boyle, Christopher C. Cavnor, Sarah A. Killco...
SDM
2009
SIAM
172views Data Mining» more  SDM 2009»
16 years 1 months ago
Travel-Time Prediction Using Gaussian Process Regression: A Trajectory-Based Approach.
This paper is concerned with the task of travel-time prediction for an arbitrary origin-destination pair on a map. Unlike most of the existing studies, which focus only on a parti...
Sei Kato, Tsuyoshi Idé
99
Voted
SGAI
2009
Springer
15 years 10 months ago
From Source Code to Runtime Behaviour: Software Metrics Help to Select the Computer Architecture
The decision which hardware platform to use for a certain application is an important problem in computer architecture. This paper reports on a study where a data-mining approach i...
Frank Eichinger, David Kramer, Klemens Böhm, ...