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stat.ML2017★ 4 cited
Subset Labeled LDA for Large-Scale Multi-Label Classification
Yannis Papanikolaou, Grigorios Tsoumakas
Labeled Latent Dirichlet Allocation (LLDA) is an extension of the standard unsupervised Latent Dirichlet Allocation (LDA) algorithm, to address multi-label learning tasks. Previous…
stat.ML2017
Large-Scale Online Semantic Indexing of Biomedical Articles via an Ensemble of Multi-Label Classification Models
Yannis Papanikolaou, Grigorios Tsoumakas, Manos Laliotis +2
Background: In this paper we present the approaches and methods employed in order to deal with a large scale multi-label semantic indexing task of biomedical papers. This work was…