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An ensemble can be defined as a set of separately trained classifiers whose predictions are combined in order to achieve better accuracy. It is proved that ensemble methods improve the performance of individual classifiers as long as the members of the ensemble are sufficiently diverse. Much research has been done using different approaches in order to obtain successful ensembles. One of the most...
Activity recognition in a home setting is being widely explored as a means to support elderly people living alone. Probabilistic models using classical, maximum-likelihood estimation methods are known to work well in this domain, but they are prone to overfitting and require labeled activity data for every new site. This limitation has important practical implications, because labeling activities...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.