the archive
#classifier chains
2 resultscs.LG2019
Bayesian Network Based Label Correlation Analysis For Multi-label Classifier Chain
Ran Wang, Suhe Ye, Ke Li +1
The paper introduces a Bayesian network approach to discover label correlations and determine the label order for multi-label classifier chains, using conditional entropy and a heu…
#multi-label learning#classifier chains#bayesian networks#label correlation
cs.LG2019
Many could be better than all: A novel instance-oriented algorithm for Multi-modal Multi-label problem
Yi Zhang, Cheng Zeng, Hao Cheng +2
The paper introduces an instance-oriented Multi-modal Classifier Chains (MCC) algorithm that selects a subset of modalities for each test instance to improve multi-modal multi-labe…
#multi-modal learning#multi-label classification#classifier chains#instance-oriented modality selection