Tri-partition cost-sensitive active learning through kNN
Sign Up to like & getrecommendations! Published in 2019 at "Soft Computing"
DOI: 10.1007/s00500-017-2879-x
Abstract: Active learning differs from the training–testing scenario in that class labels can be obtained upon request. It is widely employed in applications where the labeling of instances incurs a heavy manual cost. In this paper,… read more here.
Keywords: region; tri partition; active learning; cost ... See more keywords
Tri-Partition State Alphabet-Based Sequential Pattern for Multivariate Time Series
Sign Up to like & getrecommendations! Published in 2021 at "Cognitive Computation"
DOI: 10.1007/s12559-021-09871-4
Abstract: Recently, the advancement of cognitive computing and three-way decisions has enabled in-depth sequential pattern understanding through temporal association analysis. The main challenge is to obtain concise patterns that express richer semantics for multivariate time series… read more here.
Keywords: tri partition; multivariate time; tri; sequential pattern ... See more keywords