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ICDM
2007
IEEE
154views Data Mining» more  ICDM 2007»
14 years 12 days ago
Cocktail Ensemble for Regression
This paper is motivated to improve the performance of individual ensembles using a hybrid mechanism in the regression setting. Based on an error-ambiguity decomposition, we formal...
Yang Yu, Zhi-Hua Zhou, Kai Ming Ting
CORR
2007
Springer
75views Education» more  CORR 2007»
13 years 8 months ago
On Undetected Error Probability of Binary Matrix Ensembles
Abstract— In this paper, analysis on undetected error probability of ensembles of m × n binary matricies is presented. Two ensembles are considered: One is an ensemble of dense ...
Tadashi Wadayama
DAGSTUHL
2007
13 years 10 months ago
Reference Architecture for Ambient Intelligence
A lot of software infrastructures for distributed device ensembles with quite different approaches have been developed in the past. This article describes the need of a reference a...
Reiner Wichert
ECML
2007
Springer
14 years 14 days ago
Ensembles of Multi-Objective Decision Trees
Abstract. Ensemble methods are able to improve the predictive performance of many base classifiers. Up till now, they have been applied to classifiers that predict a single target ...
Dragi Kocev, Celine Vens, Jan Struyf, Saso Dzerosk...
IJON
2007
54views more  IJON 2007»
13 years 8 months ago
Information representation with an ensemble of Hodgkin-Huxley neurons
Motivated by the natural representation of stimuli in sensory systems, we investigate the representation of a bandlimited signal by an ensemble of Hodgkin–Huxley neurons with mu...
Aurel A. Lazar