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HIS
2008
15 years 8 months ago
Bio-Inspired Parameter Tunning of MLP Networks for Gene Expression Analysis
The performance of Artificial Neural Networks is largely influenced by the value of their parameters. Among these free parameters, one can mention those related with the network a...
André L. D. Rossi, André C. P. L. F....
SBBD
2008
183views Database» more  SBBD 2008»
15 years 8 months ago
Mining Software Repositories for Software Change Impact Analysis: A Case Study
Abstract Data mining algorithms have been recently applied to software repositories to help on the maintenance of evolving software systems. In the past, information about what cla...
Lile Hattori, Gilson Pereira dos Santos Jr., Ferna...
NIPS
2007
15 years 8 months ago
Statistical Analysis of Semi-Supervised Regression
Semi-supervised methods use unlabeled data in addition to labeled data to construct predictors. While existing semi-supervised methods have shown some promising empirical performa...
John D. Lafferty, Larry A. Wasserman
DGO
2006
116views Education» more  DGO 2006»
15 years 8 months ago
Multidimensional text analysis for eRulemaking
To support rule-writers, we are developing techniques to automatically analyze large number of public comments on proposed regulations. A document is analyzed in various ways incl...
Namhee Kwon, Stuart W. Shulman, Eduard H. Hovy
RIAO
2000
15 years 8 months ago
Assisting requirements engineering with semantic document analysis
Requirements engineering is the first stage in the software life-cycle and is concerned with discovering and managing a software system's services, constraints and goals. Req...
Paul Rayson, Roger Garside, Peter Sawyer