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JMLR
2010
130views more  JMLR 2010»
13 years 3 months ago
A Regularization Approach to Nonlinear Variable Selection
In this paper we consider a regularization approach to variable selection when the regression function depends nonlinearly on a few input variables. The proposed method is based o...
Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Ales...
AAIP
2009
13 years 9 months ago
Incremental Learning in Inductive Programming
Inductive programming systems characteristically exhibit an exponential explosion in search time as one increases the size of the programs to be generated. As a way of overcoming ...
Robert Henderson
ACSE
2000
ACM
14 years 1 months ago
Software testing in the computer science curriculum -- a holistic approach
Although testing accounts for 50% of the cost of software, it receives little treatment in most curricula. This paper presents some approaches to giving all students multiple, inc...
Edward L. Jones
ICSM
2008
IEEE
14 years 3 months ago
REST: A tool for reducing effort in script-based testing
Since manual black-box testing of GUI-based APplications (GAPs) is tedious and laborious, test engineers create test scripts to automate the testing process. These test scripts in...
Qing Xie, Mark Grechanik, Chen Fu
ICAISC
2010
Springer
14 years 1 months ago
An Evolutionary Algorithm for Global Induction of Regression Trees
In the paper a new evolutionary algorithm for induction of univariate regression trees is proposed. In contrast to typical top-down approaches it globally searches for the best tre...
Marek Kretowski, Marcin Czajkowski