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» Complexity measures and decision tree complexity: a survey
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FLAIRS
2008
13 years 10 months ago
Using Genetic Programming to Increase Rule Quality
Rule extraction is a technique aimed at transforming highly accurate opaque models like neural networks into comprehensible models without losing accuracy. G-REX is a rule extract...
Rikard König, Ulf Johansson, Lars Niklasson
ICML
2006
IEEE
14 years 9 months ago
Full Bayesian network classifiers
The structure of a Bayesian network (BN) encodes variable independence. Learning the structure of a BN, however, is typically of high computational complexity. In this paper, we e...
Jiang Su, Harry Zhang
ICSM
1999
IEEE
14 years 24 days ago
Using Coupling Measurement for Impact Analysis in Object-Oriented Systems
Many coupling measures have been proposed in the context of object-oriented (OO) systems. In addition, several studies have highlighted the complexity of using dependency analysis...
Lionel C. Briand, Jürgen Wüst, Hakim Lou...
ICC
2007
IEEE
118views Communications» more  ICC 2007»
14 years 2 months ago
Critical Design Decisions for Cognitive Networks
— The idea of the cognitive network, drawn from previous research in cognitive radios and cross-layer design, is an attempt to address issues of complexity and scalability by all...
Ryan W. Thomas, Luiz A. DaSilva, Madhav V. Marathe...
ICSE
2007
IEEE-ACM
14 years 8 months ago
Supporting the Investigation and Planning of Pragmatic Reuse Tasks
Software reuse has long been promoted as a means to increase developer productivity; however, reusing source code is difficult in practice and tends to be performed in an ad hoc m...
Reid Holmes, Robert J. Walker