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» Visualizing Program Executions on Large Data Sets
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DATAMINE
2002
125views more  DATAMINE 2002»
15 years 2 months ago
High-Performance Commercial Data Mining: A Multistrategy Machine Learning Application
We present an application of inductive concept learning and interactive visualization techniques to a large-scale commercial data mining project. This paper focuses on design and c...
William H. Hsu, Michael Welge, Thomas Redman, Davi...
107
Voted
IWPC
2003
IEEE
15 years 8 months ago
Event-Based Performance Analysis
Understanding performance and related issues in a complex system requires analyzing where and why the program spends its resources. In a reactive system such as a interactive appl...
Steven P. Reiss
131
Voted
CIKM
2003
Springer
15 years 8 months ago
HyperThesis: the gRNA spell on the curse of bioinformatics applications integration
In this paper, we describe a graphical workflow management system called HyperThesis to address the challenges of integrating bioinformatics applications. HyperThesis is an integ...
Sourav S. Bhowmick, Vivek Vedagiri, Amey V. Laud
JMLR
2006
156views more  JMLR 2006»
15 years 2 months ago
Large Scale Multiple Kernel Learning
While classical kernel-based learning algorithms are based on a single kernel, in practice it is often desirable to use multiple kernels. Lanckriet et al. (2004) considered conic ...
Sören Sonnenburg, Gunnar Rätsch, Christi...
113
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JCB
2000
137views more  JCB 2000»
15 years 2 months ago
NOTUNG: A Program for Dating Gene Duplications and Optimizing Gene Family Trees
Large scale gene duplication is a major force driving the evolution of genetic functional innovation. Whole genome duplications are widely believed to have played an important rol...
Kevin Chen, Dannie Durand, Martin Farach-Colton