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KDD
2004
ACM
135views Data Mining» more  KDD 2004»
14 years 10 months ago
Discovering additive structure in black box functions
Many automated learning procedures lack interpretability, operating effectively as a black box: providing a prediction tool but no explanation of the underlying dynamics that driv...
Giles Hooker
ISESE
2006
IEEE
14 years 4 months ago
An industrial case study of structural testing applied to safety-critical embedded software
Effective testing of safety-critical real-time embedded software is difficult and expensive. Many companies are hesitant about the cost of formalized criteria-based testing and a...
Jing Guan, Jeff Offutt, Paul Ammann
MOZ
2004
Springer
14 years 3 months ago
The Structure of Authority: Why Security Is Not a Separable Concern
Common programming practice grants excess authority for the sake of functionality; programming principles require least authority for the sake of security. If we practice our princ...
Mark S. Miller, Bill Tulloh, Jonathan S. Shapiro
VLDB
1998
ACM
147views Database» more  VLDB 1998»
14 years 2 months ago
Scalable Techniques for Mining Causal Structures
Mining for association rules in market basket data has proved a fruitful areaof research. Measures such as conditional probability (confidence) and correlation have been used to i...
Craig Silverstein, Sergey Brin, Rajeev Motwani, Je...
GECCO
2006
Springer
195views Optimization» more  GECCO 2006»
14 years 2 months ago
Studying XCS/BOA learning in Boolean functions: structure encoding and random Boolean functions
Recently, studies with the XCS classifier system on Boolean functions have shown that in certain types of functions simple crossover operators can lead to disruption and, conseque...
Martin V. Butz, Martin Pelikan