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    Chapter and Conference Paper

    Classifier Ensemble Using a Heuristic Learning with Sparsity and Diversity

    Classifier ensemble has been intensively studied with the aim of overcoming the limitations of individual classifier components in two prevalent directions, i.e., to diversely generate classifier components, a...

    Xu-Cheng Yin, Kaizhu Huang, Hong-Wei Hao, Khalid Iqbal in Neural Information Processing (2012)

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    Chapter and Conference Paper

    Pedestrian Analysis and Counting System with Videos

    Reliable estimation of number of pedestrians has played an important role in the management of public places. However, how to accurately count pedestrians with abnormal behavior noises is one challenge in such...

    Zhi-Bin Wang, Hong-Wei Hao, Yan Li, Xu-Cheng Yin, Shu Tian in Neural Information Processing (2012)

  3. No Access

    Article

    FMI image based rock structure classification using classifier combination

    Formation Micro Imager (FMI) can directly reflect changes of wall stratums and rock structures, and is an important factor to classify stratums and identify lithology for the oil and gas exploration. Conventio...

    Xu-Cheng Yin, Qian Liu, Hong-Wei Hao, Zhi-Bin Wang in Neural Computing and Applications (2011)

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    Article

    Exchange rate prediction with non-numerical information

    Exchange rate prediction is an important yet challenging problem in financial time series analysis. Although the historical exchange rates can provide valuable information, other factors will also affect the p...

    Zhi-Bin Wang, Hong-Wei Hao, Xu-Cheng Yin, Qian Liu in Neural Computing and Applications (2011)