Now showing items 1-10 of 448
An extensive evaluation of decision tree-based hierarchical multilabel classification methods and performance measures
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 ...
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 ...
Hierarchical multi-label classification for tree and DAG hierarchies
(Instituto Nacional de Astrofísica, Óptica y Electrónica, 2014)
Implementation of an eco-hydrological classification in Chilean rivers
(Universidad de Concepción.Facultad de Ciencias Naturales y Oceanográficas., 2011)
Modelo Jerárquico para la clasificación de galaxias
(Instituto Nacional de Astrofísica, Óptica y Electrónica, 2012)
Hierarchical classification of gene ontology-based protein functions with neural networks
(International Neural Network Society – INNSIEEE Computational Intelligence SocietyKillarney, 2015-07)
Hierarchical Multi-label Classification (HMC) is a classification task where classes are organized in a hierarchical taxonomy, and instances can be simultaneously classified in more than one class. This paper investigates ...
Assessing university enrollment and admission efforts via hierarchical classification and feature selection
(IOS Press, 2017)
Recruiting prospective students efficiently and effectively is a very important challenge for universities, mainly because of the increasing competition and the relevance of enrollment-generated revenues. This work provides ...