Label similarity-based weighted soft majority voting and pairing for crowdsourcing
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DOI: 10.1007/s10115-020-01475-y
Abstract: Crowdsourcing services provide an efficient and relatively inexpensive approach to obtain substantial amounts of labeled data by employing crowd workers. It is obvious that the labeling qualities of crowd workers directly affect the quality of… read more here.
Keywords: similarity based; quality; label similarity; different instances ... See more keywords
A Label Similarity Probability Filter for Hyperspectral Image Postclassification
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2021.3094197
Abstract: This article presents a label similarity probability filter (LSPF) to make hyperspectral image postclassification. The LSPF is inspired by the first law of geography and proposes a class label probability function to quantify the probability… read more here.
Keywords: label; hyperspectral image; probability filter; probability ... See more keywords
Label Propagation Algorithm Joint Multilayer Neighborhood Overlap and Historic Label Similarity for Community Detection
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DOI: 10.1109/jsyst.2021.3113826
Abstract: Community detection is an extremely important technology for today's rapidly evolving data mining and exploratory analysis. Many community detection algorithms have been proposed and applied. Among them, the label propagation algorithm (LPA) is widely used… read more here.
Keywords: label similarity; multilayer neighborhood; community; neighborhood overlap ... See more keywords