338 citations · 698 across the 54 of their papers we have counts for
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cs.LG2014★ 89 cited
Multi-Target Regression via Random Linear Target Combinations
Grigorios Tsoumakas, Eleftherios Spyromitros-Xioufis, Aikaterini Vrekou +1
Multi-target regression is concerned with the simultaneous prediction of multiple continuous target variables based on the same set of input variables. It arises in several interes…
cs.LG2014★ 2 cited
Discovering and Exploiting Entailment Relationships in Multi-Label Learning
Christina Papagiannopoulou, Grigorios Tsoumakas, Ioannis Tsamardinos
This work presents a sound probabilistic method for enforcing adherence of the marginal probabilities of a multi-label model to automatically discovered deterministic relationships…