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HCAIM: a discretizer for the hierarchical classification scenario applied to bioinformatics datasets
(Universidade Federal do Ceará, 2018)
An extensive evaluation of decision tree-based hierarchical multilabel classification methods and performance measures
(Wiley-BlackwellMalden, 2015-02)
Hierarchical multilabel classification is a complex classification problem where an instance can be assigned to more than one class simultaneously, and these classes are hierarchically organized with superclasses and ...
Hierarchical multi-label classification using local neural networks
(ElsevierAcademic PressSan Diego, 2014-02)
Hierarchical multi-label classification is a complex classification task where the classes involved in the problem are hierarchically structured and each example may simultaneously belong to more than one class in each ...
HIERARCHICAL DECOMPOSITION OF MULTICLASS PROBLEMS
(ACAD SCIENCES CZECH REPUBLIC, INST COMPUTER SCIENCEPRAGA, 2008)
Several popular Machine Learning techniques are originally designed for the solution of two-class problems. However, several classification problems have more than two classes. One approach to deal with multiclass problems ...
Evaluating hierarchical machine learning approaches to classify biological databases.
(Stewart Publications, 2022)
Applying optimized hierarchical NCM classification to public purchases of products in BrazilApplying optimized hierarchical NCM classification to public purchases of products in Brazil
(Universidade Federal do Rio Grande do NorteBrasilUFRNResidência em Tecnologia da InformaçãoInstituto Metrópole Digital, 2022)
Evolving relational hierarchical classification rules for predicting gene ontology-based protein functions
(Association for Computing Machinery Special Interest Group on Genetic and Evolutionary Computation - ACM SIGEVOVancouver, 2014-07)
Hierarchical Multi-Label Classification (HMC) is a complex classification problem where instances can be classified into many classes simultaneously, and these classes are organized in a hierarchical structure, having ...