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» Multiple regression with fuzzy data
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ESWA
2007
78views more  ESWA 2007»
13 years 11 months ago
Initial breeding value prediction on Manchego sheep by using rule-based systems
In this paper we present an application of rule-based expert systems to a farming problem. Concretely the prediction of the breeding value in Manchego ewes is studied for the earl...
Luis de la Ossa, M. Julia Flores, José A. G...
ICDM
2006
IEEE
146views Data Mining» more  ICDM 2006»
14 years 5 months ago
Boosting Kernel Models for Regression
This paper proposes a general boosting framework for combining multiple kernel models in the context of both classification and regression problems. Our main approach is built on...
Ping Sun, Xin Yao
ICDM
2007
IEEE
154views Data Mining» more  ICDM 2007»
14 years 2 months 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
CVPR
2007
IEEE
15 years 29 days ago
Regression tracking with data relevance determination
This paper 1 addresses the problem of efficient visual 2D template tracking in image sequences. We adopt a discriminative approach in which the observations at each frame yield di...
Ioannis Patras, Edwin R. Hancock
ICIP
2002
IEEE
14 years 3 months ago
Two channels fuzzy c-means detection of multiple sclerosis lesions in multispectral MR images
A novel approach to the detection of multiple sclerosis (MS) lesions in T2- and PD-weighted MR images is presented. The core of the proposed method is the use of the two channels ...
Daniele Peri, Edoardo Ardizzone, Roberto Pirrone, ...