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    ICONIP
    2009
    107views Information Technology» more  ICONIP 2009»
    Tracking in Reinforcement Learning
    13 years 2 months ago
    Tracking in Reinforcement Learning
    Download  www.metz.supelec.fr
    Reinforcement learning induces non-stationarity at several levels. Adaptation to non-stationary environments is of course a desired feature of a fair RL algorithm. Yet, even if the...
    Matthieu Geist, Olivier Pietquin, Gabriel Fricout
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    ICONIP
    2009
    117views Information Technology» more  ICONIP 2009»
    Exploring Early Classification Strategies of Streaming Data with Delayed Attributes
    13 years 2 months ago
    Exploring Early Classification Strategies of Streaming Data with Delayed Attributes
    Download  marmota.dlsi.uji.es
    In contrast to traditional machine learning algorithms, where all data are available in batch mode, the new paradigm of streaming data poses additional difficulties, since data sam...
    Mónica Millán-Giraldo, J. Salvador S...
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    ICONIP
    2009
    184views Information Technology» more  ICONIP 2009»
    Robust Incremental Subspace Learning for Object Tracking
    13 years 2 months ago
    Robust Incremental Subspace Learning for Object Tracking
    Download  nlpr-web.ia.ac.cn
    In this paper, we introduce a novel incremental subspace based object tracking algorithm. The two major contributions of our work are the Robust PCA based occlusion handling scheme...
    Gang Yu, Zhiwei Hu, Hongtao Lu
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    ICONIP
    2009
    108views Information Technology» more  ICONIP 2009»
    Exchange Rate Forecasting Using Classifier Ensemble
    13 years 2 months ago
    Exchange Rate Forecasting Using Classifier Ensemble
    Download  nlpr-web.ia.ac.cn
    : In this paper, we investigate the impact of the non-numerical information on exchange rate changes and that of ensemble multiple classifiers on forecasting exchange rate between ...
    Zhi-Bin Wang, Hong-Wei Hao, Xu-Cheng Yin, Qian Liu...
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    ICONIP
    2009
    78views Information Technology» more  ICONIP 2009»
    A Rock Structure Recognition System Using FMI Images
    13 years 2 months ago
    A Rock Structure Recognition System Using FMI Images
    Download  nlpr-web.ia.ac.cn
    Formation Micro Imager (FMI) can directly reflect changes of wall stratum and rock structures. It is also an important method to divide stratum and identify lithology. However, peo...
    Xu-Cheng Yin, Qian Liu, Hong-Wei Hao, Zhi-Bin Wang...
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    ICONIP
    2009
    138views Information Technology» more  ICONIP 2009»
    Gender Classification Based on Support Vector Machine with Automatic Confidence
    13 years 2 months ago
    Gender Classification Based on Support Vector Machine with Automatic Confidence
    Download  bcmi.sjtu.edu.cn
    In this paper, we propose a support vector machine with automatic confidence (SVMAC) for gender classification based on facial images. Namely, we explore how to incorporate confide...
    Zheng Ji, Bao-Liang Lu
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