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User-Independent Activity Recognition Method Using Genetic Algorithm based Feature Selection
User-Independent Activity Recognition Method Using Genetic Algorithm based Feature Selection
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机译:基于遗传算法特征选择的用户无关活动识别方法
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摘要
A method for recognizing a user-independent behavior according to the present invention comprises the steps of: (a) carrying a mobile terminal equipped with an accelerometer for a plurality of target users and performing a predetermined number of actions, Collecting data; (b) extracting, from the collected data, a plurality of characteristics for each behavior for each of a plurality of target users; (c) using the genetic algorithm to select some of the plurality of target users of the plurality of features and some features important to the plurality of behaviors; And (d) classifying the user's behavior using the selected features.;
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