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» A Case Study for Learning from Imbalanced Data Sets
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NN
1998
Springer
13 years 8 months ago
Statistical estimation of the number of hidden units for feedforward neural networks
The number of required hidden units is statistically estimated for feedforward neural networks that are constructed by adding hidden units one by one. The output error decreases w...
Osamu Fujita
SEFM
2009
IEEE
14 years 3 months ago
Checkmate: A Generic Static Analyzer of Java Multithreaded Programs
—In this paper we present ¼heckmate, a generic static analyzer of Java multithreaded programs based on the interpretation theory. It supports all the most relevant features of J...
Pietro Ferrara
IPPS
2009
IEEE
14 years 3 months ago
Exploring the multiple-GPU design space
Graphics Processing Units (GPUs) have been growing in popularity due to their impressive processing capabilities, and with general purpose programming languages such as NVIDIA’s...
Dana Schaa, David R. Kaeli
MEDINFO
2007
177views Healthcare» more  MEDINFO 2007»
13 years 10 months ago
The Molecular Medicine Informatics Model (MMIM)
In 2005, a major collaboration in Melbourne Australia successfully completed implementing a major medical informatics infrastructure – this is now being used for discovery resear...
Marienne Hibbert, Peter Gibbs, Terence O'brien, Pe...
CIDM
2009
IEEE
14 years 28 days ago
Empirical comparison of graph classification algorithms
The graph classification problem is learning to classify separate, individual graphs in a graph database into two or more categories. A number of algorithms have been introduced fo...
Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Coo...