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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...
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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...
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Chapter and Conference Paper
Exchange Rate Forecasting Using Classifier Ensemble
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 U.S. dollar and Japanese yen. W...
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Chapter and Conference Paper
A Rock Structure Recognition System Using FMI Images
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, people usually deal with FMI ima...