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» A Practical Approach to Model Extension
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AI
2004
Springer
15 years 3 months ago
A selective sampling approach to active feature selection
Feature selection, as a preprocessing step to machine learning, has been very effective in reducing dimensionality, removing irrelevant data, increasing learning accuracy, and imp...
Huan Liu, Hiroshi Motoda, Lei Yu
ISCC
2006
IEEE
128views Communications» more  ISCC 2006»
15 years 10 months ago
Adjacent 2-Route Flow Approach for Restorable Dynamic Routing in MPLS Networks
In this paper we focus on issues of restorable dynamic routing in MPLS networks. We assume that the considered MPLS network must provide reliable service including restorable rout...
Krzysztof Walkowiak
ICALP
2010
Springer
15 years 8 months ago
Automata for Coalgebras: An Approach Using Predicate Liftings
Universal Coalgebra provides the notion of a coalgebra as the natural mathematical generalization of state-based evolving systems such as (infinite) words, trees, and transition s...
Gaëlle Fontaine, Raul Andres Leal, Yde Venema
OOPSLA
2001
Springer
15 years 8 months ago
Portable Resource Control in Java: The J-SEAL2 Approach
Preventing abusive resource consumption is indispensable for all kinds of systems that execute untrusted mobile code, such as mobile object systems, extensible web servers, and we...
Walter Binder, Jarle Hulaas, Alex Villazón
EUROGP
2007
Springer
126views Optimization» more  EUROGP 2007»
15 years 8 months ago
Training Binary GP Classifiers Efficiently: A Pareto-coevolutionary Approach
The conversion and extension of the Incremental Pareto-Coevolution Archive algorithm (IPCA) into the domain of Genetic Programming classification is presented. In particular, the ...
Michal Lemczyk, Malcolm I. Heywood