Experimental Evaluation of User Performance in a Pursuit Tracking Task With Multimodal Feedback
Željko Obrenović (2004)
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Željko Obrenović (2004)
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Popescu, Elena, Popescu, Gheorghe (2004)
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Koychev, Ivan (2007)
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This paper addresses the task of learning classifiers from streams of labelled data. In this case we can face the problem that the underlying concepts can change over time. The paper studies two mechanisms developed for dealing with changing concepts. Both are based on the time window idea. The first one forgets gradually, by assigning to the examples weight that gradually decreases over time. The second one uses a statistical test to detect changes in concept and then optimizes the...
Michal Stríženec (1974)
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Jianfeng Liu, Zhigeng Pan, Xiangcheng Li (2010)
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