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AUSAI
2008
Springer
15 years 8 months ago
Cross-Domain Knowledge Transfer Using Semi-supervised Classification
Traditional text classification algorithms are based on a basic assumption: the training and test data should hold the same distribution. However, this identical distribution assum...
Yi Zhen, Chunping Li
IJCAI
2001
15 years 8 months ago
Knowledge Extraction from Local Function Networks
Extracting rules from RBFs is not a trivial task because of nonlinear functions or high input dimensionality. In such cases, some of the hidden units of the RBF network have a ten...
Kenneth McGarry, Stefan Wermter, John MacIntyre
AOSD
2008
ACM
15 years 8 months ago
"Program, enhance thyself!": demand-driven pattern-oriented program enhancement
Program enhancement refers to adding new functionality to an existing program. We argue that repetitive program enhancement tasks can be expressed as patterns, and that the applic...
Eli Tilevich, Godmar Back
GECCO
2009
Springer
103views Optimization» more  GECCO 2009»
16 years 1 months ago
Why evolution is not a good paradigm for program induction: a critique of genetic programming
We revisit the roots of Genetic Programming (i.e. Natural Evolution), and conclude that the mechanisms of the process of evolution (i.e. selection, inheritance and variation) are ...
John R. Woodward, Ruibin Bai
ICFP
2010
ACM
15 years 7 months ago
Security-typed programming within dependently typed programming
Several recent security-typed programming languages, such as Aura, PCML5, and Fine, allow programmers to express and enforce access control and information flow policies. Most of ...
Jamie Morgenstern, Daniel R. Licata