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ERCIMDL
2008
Springer
75views Education» more  ERCIMDL 2008»
15 years 8 months ago
Matching Hierarchies Using Shared Objects
One of the main challenges in integrating two hierarchies is determining the correspondence between the edges of each hierarchy. Traditionally, this process, which we call hierarch...
Robert Ikeda, Kai Zhao, Hector Garcia-Molina
PRIS
2004
15 years 7 months ago
Neural Network Learning: Testing Bounds on Sample Complexity
Several authors have theoretically determined distribution-free bounds on sample complexity. Formulas based on several learning paradigms have been presented. However, little is kn...
Joaquim Marques de Sá, Fernando Sereno, Lu&...
EOR
2008
156views more  EOR 2008»
15 years 6 months ago
Ant colony optimization for continuous domains
In this paper we present an extension of ant colony optimization (ACO) to continuous domains. We show how ACO, which was initially developed to be a metaheuristic for combinatoria...
Krzysztof Socha, Marco Dorigo
FMSD
1998
77views more  FMSD 1998»
15 years 5 months ago
An Analysis of Bitstate Hashing
The bitstate hashing, or supertrace, technique was introduced in 1987 as a method to increase the quality of verification by reachability analyses for applications that defeat anal...
Gerard J. Holzmann
ML
2002
ACM
146views Machine Learning» more  ML 2002»
15 years 5 months ago
Kernel Matching Pursuit
Matching Pursuit algorithms learn a function that is a weighted sum of basis functions, by sequentially appending functions to an initially empty basis, to approximate a target fu...
Pascal Vincent, Yoshua Bengio