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» On multivariate estimation by thresholding
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AUTOMATICA
2007
113views more  AUTOMATICA 2007»
13 years 9 months ago
Correlation-based tuning of decoupling multivariable controllers
The iterative method labelled Correlation-based Tuning (CbT) is considered in this paper for tuning linear time-invariant multivariable controllers. The approach allows one to tun...
Ljubisa Miskovic, Alireza Karimi, Dominique Bonvin...
GECCO
2007
Springer
155views Optimization» more  GECCO 2007»
14 years 3 months ago
Solving the MAXSAT problem using a multivariate EDA based on Markov networks
Markov Networks (also known as Markov Random Fields) have been proposed as a new approach to probabilistic modelling in Estimation of Distribution Algorithms (EDAs). An EDA employ...
Alexander E. I. Brownlee, John A. W. McCall, Deryc...
GFKL
2005
Springer
82views Data Mining» more  GFKL 2005»
14 years 2 months ago
Robust Multivariate Methods: The Projection Pursuit Approach
Projection pursuit was originally introduced to identify structures in multivariate data clouds (Huber, 1985). The idea of projecting data to a lowdimensional subspace can also be ...
Peter Filzmoser, Sven Serneels, Christophe Croux, ...
ICML
1990
IEEE
14 years 1 months ago
An Incremental Method for Finding Multivariate Splits for Decision Trees
Decision trees that are limited to testing a single variable at a node are potentially much larger than trees that allow testing multiple variables at a node. This limitation redu...
Paul E. Utgoff, Carla E. Brodley
CDC
2010
IEEE
110views Control Systems» more  CDC 2010»
13 years 4 months ago
Multi-step-ahead multivariate predictors: A comparative analysis
Abstract-- The focus of this article is to undertake a comparative analysis of multi-step-ahead linear multivariate predictors. The approach considered for the estimation will be b...
Marzia Cescon, Rolf Johansson