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    ICMLA
    2008
    99views Machine Learning» more  ICMLA 2008»
    Towards On-line Treatment Verification Using cine EPID for Hypofractionated Lung Radiotherapy
    13 years 11 months ago
    Towards On-line Treatment Verification Using cine EPID for Hypofractionated Lung Radiotherapy
    Download  www.cis.pku.edu.cn
    We propose a novel approach for on-line treatment verification using cine EPID (Electronic Portal Imaging Device) images for hypofractionated lung radiotherapy based on a machine ...
    Xiaoli Tang, Tong Lin, Steve B. Jiang
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    ICMLA
    2008
    106views Machine Learning» more  ICMLA 2008»
    Predicting Algorithm Accuracy with a Small Set of Effective Meta-Features
    13 years 11 months ago
    Predicting Algorithm Accuracy with a Small Set of Effective Meta-Features
    Download  dml.cs.byu.edu
    We revisit 26 meta-features typically used in the context of meta-learning for model selection. Using visual analysis and computational complexity considerations, we find 4 meta-f...
    Jun Won Lee, Christophe G. Giraud-Carrier
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    ICMLA
    2008
    88views Machine Learning» more  ICMLA 2008»
    Probabilistic Exploitation of the Lucas and Kanade Smoothness Constraint
    13 years 11 months ago
    Probabilistic Exploitation of the Lucas and Kanade Smoothness Constraint
    Download  user.cs.tu-berlin.de
    The basic idea of Lucas and Kanade is to constrain the local motion measurement by assuming a constant velocity within a spatial neighborhood. We reformulate this spatial constrai...
    Volker Willert, Julian Eggert, Marc Toussaint, Edg...
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    ICMLA
    2008
    106views Machine Learning» more  ICMLA 2008»
    Prediction-Directed Compression of POMDPs
    13 years 11 months ago
    Prediction-Directed Compression of POMDPs
    Download  damas.ift.ulaval.ca
    High dimensionality of belief space in Partially Observable Markov Decision Processes (POMDPs) is one of the major causes that severely restricts the applicability of this model. ...
    Abdeslam Boularias, Masoumeh T. Izadi, Brahim Chai...
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    ICMLA
    2008
    106views Machine Learning» more  ICMLA 2008»
    A Weighted Distance Measure for Calculating the Similarity of Sparsely Distributed Trajectories
    13 years 11 months ago
    A Weighted Distance Measure for Calculating the Similarity of Sparsely Distributed Trajectories
    Download  www.ee.oulu.fi
    This article presents a method for the calculating similarity of two trajectories. The method is especially designed for a situation where the points of the trajectories are distr...
    Pekka Siirtola, Perttu Laurinen, Juha Röning
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    ICMLA
    2008
    134views Machine Learning» more  ICMLA 2008»
    Comparison with Parametric Optimization in Credit Card Fraud Detection
    13 years 11 months ago
    Comparison with Parametric Optimization in Credit Card Fraud Detection
    Download  www.ime.usp.br
    We apply five classification methods, Neural Nets(NN), Bayesian Nets(BN), Naive Bayes(NB), Artificial Immune Systems(AIS) [4] and Decision Trees(DT), to credit card fraud detectio...
    Manoel Fernando Alonso Gadi, Xidi Wang, Alair Pere...
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    ICMLA
    2008
    98views Machine Learning» more  ICMLA 2008»
    New Insights into Learning Algorithms and Datasets
    13 years 11 months ago
    New Insights into Learning Algorithms and Datasets
    Download  dml.cs.byu.edu
    We report on three distinct experiments that provide new valuable insights into learning algorithms and datasets. We first describe two effective meta-features that significantly ...
    Jun Won Lee, Christophe G. Giraud-Carrier
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    ICMLA
    2008
    134views Machine Learning» more  ICMLA 2008»
    Automated Analysis for Detecting Beams in Laser Wakefield Simulations
    13 years 11 months ago
    Automated Analysis for Detecting Beams in Laser Wakefield Simulations
    Download  vis.lbl.gov
    Laser wakefield particle accelerators have shown the potential to generate electric fields thousands of times higher than those of conventional accelerators. The resulting extreme...
    Daniela Mayumi Ushizima, Oliver Rübel, Prabha...
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    ICMLA
    2008
    130views Machine Learning» more  ICMLA 2008»
    A Predictive Model for Imitation Learning in Partially Observable Environments
    13 years 11 months ago
    A Predictive Model for Imitation Learning in Partially Observable Environments
    Download  www.damas.ift.ulaval.ca
    Learning by imitation has shown to be a powerful paradigm for automated learning in autonomous robots. This paper presents a general framework of learning by imitation for stochas...
    Abdeslam Boularias
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    ICMLA
    2008
    97views Machine Learning» more  ICMLA 2008»
    Estimation of Exercise Energy Expenditure Using a Wrist-Worn Accelerometer: A Linear Mixed Model Approach with Fixed-Effect Vari
    13 years 11 months ago
    Estimation of Exercise Energy Expenditure Using a Wrist-Worn Accelerometer: A Linear Mixed Model Approach with Fixed-Effect Vari
    Download  www.ee.oulu.fi
    This article presents an approach to estimating exercise energy expenditure based on acceleration measurements from a wrist-worn biaxial sensor. The method uses the linear mixed m...
    Eija Haapalainen, Perttu Laurinen, Juha Rönin...
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