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    2007
    151views Robotics» more  RSS 2007»
    Adaptive Non-Stationary Kernel Regression for Terrain Modeling
    13 years 10 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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    DAGM
    2010
    Springer
    277views Image Processing» more  DAGM 2010»
    Gaussian Mixture Modeling with Gaussian Process Latent Variable Models
    13 years 9 months ago
    Gaussian Mixture Modeling with Gaussian Process Latent Variable Models
    Download  www.kyb.tuebingen.mpg.de
    Density modeling is notoriously difficult for high dimensional data. One approach to the problem is to search for a lower dimensional manifold which captures the main characteristi...
    Hannes Nickisch, Carl Edward Rasmussen
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    SDM
    2009
    SIAM
    172views Data Mining» more  SDM 2009»
    Travel-Time Prediction Using Gaussian Process Regression: A Trajectory-Based Approach.
    14 years 5 months ago
    Travel-Time Prediction Using Gaussian Process Regression: A Trajectory-Based Approach.
    Download  www.research.ibm.com
    This paper is concerned with the task of travel-time prediction for an arbitrary origin-destination pair on a map. Unlike most of the existing studies, which focus only on a parti...
    Sei Kato, Tsuyoshi Idé
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    ICCD
    2007
    IEEE
    120views Hardware» more  ICCD 2007»
    Statistical timing analysis using Kernel smoothing
    14 years 5 months ago
    Statistical timing analysis using Kernel smoothing
    Download  www.cs.ucla.edu
    We have developed a new statistical timing analysis approach that does not impose any assumptions on the nature of manufacturing variability and takes into account an arbitrary mo...
    Jennifer L. Wong, Azadeh Davoodi, Vishal Khandelwa...
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    WSC
    2008
    117views Modeling And Simulation» more  WSC 2008»
    Smooth flexible models of nonhomogeneous poisson processes using one or more process realizations
    13 years 11 months ago
    Smooth flexible models of nonhomogeneous poisson processes using one or more process realizations
    Download  www.informs-sim.org
    We develop and evaluate a semiparametric method to estimate the mean-value function of a nonhomogeneous Poisson process (NHPP) using one or more process realizations observed over...
    Michael E. Kuhl, Shalaka C. Deo, James R. Wilson
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