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ICML
2004
IEEE
15 years 11 months ago
Leveraging the margin more carefully
Boosting is a popular approach for building accurate classifiers. Despite the initial popular belief, boosting algorithms do exhibit overfitting and are sensitive to label noise. ...
Nir Krause, Yoram Singer
GECCO
2007
Springer
189views Optimization» more  GECCO 2007»
15 years 4 months ago
A more bio-plausible approach to the evolutionary inference of finite state machines
With resemblance of finite-state machines to some biological mechanisms in cells and numerous applications of finite automata in different fields, this paper uses analogies an...
Hooman Shayani, Peter J. Bentley
CP
1997
Springer
15 years 2 months ago
Random Constraint Satisfaction: A More Accurate Picture
In the last few years there has been a great amount of interest in Random Constraint Satisfaction Problems, both from an experimental and a theoretical point of view. Quite intrigu...
Dimitris Achlioptas, Lefteris M. Kirousis, Evangel...
CATA
2003
14 years 11 months ago
More Accurate Semantics Defining Constraint Combination for Software Systems Having Client-Server Relationships
In this paper we present a new method of combining multiple precedence constraints for a single task to support software systems having client-server relationships. In these types...
Kenneth G. Ricks, David Jeff Jackson, B. Earl Well...
AAAI
1994
14 years 11 months ago
Towards More Creative Case-Based Design Systems
Case-based reasoning (CBR) has a great deal to o er in supporting creative design, particularly processes that rely heavily on previous design experience, such as framing the prob...
Linda M. Wills, Janet L. Kolodner