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» Feature Generation Using General Constructor Functions
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INFORMS
1998
100views more  INFORMS 1998»
13 years 7 months ago
Feature Selection via Mathematical Programming
The problem of discriminating between two nite point sets in n-dimensional feature space by a separating plane that utilizes as few of the features as possible, is formulated as a...
Paul S. Bradley, Olvi L. Mangasarian, W. Nick Stre...
ESOP
1999
Springer
14 years 1 days ago
An Idealized MetaML: Simpler, and More Expressive
MetaML is a multi-stage functional programming language featuring three constructs that can be viewed as statically-typed refinements of the back-quote, comma, and eval of Scheme....
Eugenio Moggi, Walid Taha, Zine-El-Abidine Benaiss...
ICPR
2000
IEEE
14 years 8 months ago
General Bias/Variance Decomposition with Target Independent Variance of Error Functions Derived from the Exponential Family of D
An important theoretical tool in machine learning is the bias/variance decomposition of the generalization error. It was introduced for the mean square error in [3]. The bias/vari...
Jakob Vogdrup Hansen, Tom Heskes
JSS
2010
150views more  JSS 2010»
13 years 6 months ago
Towards a general purpose architecture for UI generation
Many software projects spend a significant proportion of their time developing the User Interface (UI), therefore any degree of automation in this area has clear benefits. Such au...
Richard Kennard, John Leaney
VAMOS
2008
Springer
13 years 9 months ago
Integrated Product Line Model for Semi-Automated Product Derivation Using Non-Functional Properties
Software product lines (SPLs) allow to generate tailormade software products by selecting and composing reusable code units. However, SPLs with hundreds of features and millions o...
Norbert Siegmund, Martin Kuhlemann, Marko Rosenm&u...