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    CSDA
    2008
    120views more  CSDA 2008»
    Tree-structured smooth transition regression models
    13 years 10 months ago
    Tree-structured smooth transition regression models
    Download  leg.ufpr.br
    ABSTRACT. This paper introduces a tree-based model that combines aspects of CART (Classification and Regression Trees) and STR (Smooth Transition Regression). The model is called t...
    Joel Corrêa da Rosa, Alvaro Veiga, Marcelo C...
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    NIPS
    2007
    182views Information Technology» more  NIPS 2007»
    Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression
    13 years 11 months ago
    Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression
    Download  books.nips.cc
    We propose a method for reconstruction of human brain states directly from functional neuroimaging data. The method extends the traditional multivariate regression analysis of dis...
    Sennay Ghebreab, Arnold W. M. Smeulders, Pieter W....
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    BMCBI
    2007
    136views more  BMCBI 2007»
    Prediction of tissue-specific cis-regulatory modules using Bayesian networks and regression trees
    13 years 10 months ago
    Prediction of tissue-specific cis-regulatory modules using Bayesian networks and regression trees
    Download  www.biomedcentral.com
    Background: In vertebrates, a large part of gene transcriptional regulation is operated by cisregulatory modules. These modules are believed to be regulating much of the tissue-sp...
    Xiaoyu Chen, Mathieu Blanchette
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    NIPS
    2008
    175views Information Technology» more  NIPS 2008»
    Local Gaussian Process Regression for Real Time Online Model Learning
    13 years 11 months ago
    Local Gaussian Process Regression for Real Time Online Model Learning
    Download  www.kyb.tuebingen.mpg.de
    Learning in real-time applications, e.g., online approximation of the inverse dynamics model for model-based robot control, requires fast online regression techniques. Inspired by...
    Duy Nguyen-Tuong, Matthias Seeger, Jan Peters
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    RSS
    2007
    151views Robotics» more  RSS 2007»
    Adaptive Non-Stationary Kernel Regression for Terrain Modeling
    13 years 11 months ago
    Adaptive Non-Stationary Kernel Regression for Terrain Modeling
    Download  www.roboticsproceedings.org
    — Three-dimensional digital terrain models are of fundamental importance in many areas such as the geo-sciences and outdoor robotics. Accurate modeling requires the ability to de...
    Tobias Lang, Christian Plagemann, Wolfram Burgard
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