Exploring Representativeness and Informativeness for Active Learning
نویسندگان
چکیده
منابع مشابه
An Active Learning Approach with Uncertainty, Representativeness, and Diversity
Big data from the Internet of Things may create big challenge for data classification. Most active learning approaches select either uncertain or representative unlabeled instances to query their labels. Although several active learning algorithms have been proposed to combine the two criteria for query selection, they are usually ad hoc in finding unlabeled instances that are both informative ...
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ژورنال
عنوان ژورنال: IEEE Transactions on Cybernetics
سال: 2017
ISSN: 2168-2267,2168-2275
DOI: 10.1109/tcyb.2015.2496974