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ECML
2004
Springer
15 years 11 months ago
Sensitivity Analysis of the Result in Binary Decision Trees
This paper 3 proposes a new method to qualify the result given by a decision tree when it is used as a decision aid system. When the data are numerical, we compute the distance of ...
Isabelle Alvarez
INFOCOM
2003
IEEE
15 years 11 months ago
An approach to alleviate link overload as observed on an IP backbone
Abstract -- Shortest path routing protocols may suffer from congestion due to the use of a single shortest path between a source and a destination. The goal of our work is to first...
Sundar Iyer, Supratik Bhattacharyya, Nina Taft, Ch...
EMMCVPR
1999
Springer
15 years 10 months ago
Deformation Energy for Size Functions
Size functions are functions from the real plane to thenatural numbers useful for describing shapes of objects. They allow to translate the problem of comparing shapes to the probl...
Pietro Donatini, Patrizio Frosini, Claudia Landi
EUROGP
2007
Springer
143views Optimization» more  EUROGP 2007»
15 years 10 months ago
Confidence Intervals for Computational Effort Comparisons
Abstract. When researchers make alterations to the genetic programming algorithm they almost invariably wish to measure the change in performance of the evolutionary system. No one...
Matthew Walker, Howard Edwards, Chris H. Messom
ESANN
2008
15 years 7 months ago
Rank-based quality assessment of nonlinear dimensionality reduction
Abstract. Nonlinear dimensionality reduction aims at providing lowdimensional representions of high-dimensional data sets. Many new methods have been proposed in the recent years, ...
John Aldo Lee, Michel Verleysen