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20122026
most citedMulti-Target Regression via Input Space Expansion: Treating Targets as Inputs

338 citations · 698 across the 54 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

cs.CL2018

Unsupervised Keyphrase Extraction from Scientific Publications

Eirini Papagiannopoulou, Grigorios Tsoumakas

We propose a novel unsupervised keyphrase extraction approach that filters candidate keywords using outlier detection. It starts by training word embeddings on the target document…

cs.LG2018★ 14 cited

Making Classifier Chains Resilient to Class Imbalance

Bin Liu, Grigorios Tsoumakas

Class imbalance is an intrinsic characteristic of multi-label data. Most of the labels in multi-label data sets are associated with a small number of training examples, much smalle…