Hierarchical multilabel classification by exploiting label correlations

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-021-01371-z ◽

2021 ◽

Author(s):

Zhikang Xu ◽

Bofeng Zhang ◽

Deyu Li ◽

Xiaodong Yue

Keyword(s):

Multilabel Classification ◽

Label Correlations ◽

Hierarchical Multilabel Classification

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Bayes-Optimal Hierarchical Multilabel Classification

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2015.2441707 ◽

2015 ◽

Vol 27 (11) ◽

pp. 2907-2918 ◽

Author(s):

Wei Bi ◽

Jame T. Kwok

Keyword(s):

Multilabel Classification ◽

Hierarchical Multilabel Classification

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Hierarchical Multilabel Classification Using Top-Down Label Combination and Artificial Neural Networks

2010 Eleventh Brazilian Symposium on Neural Networks ◽

10.1109/sbrn.2010.51 ◽

2010 ◽

Author(s):

R Cerri ◽

A C P L F de Carvalho

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Top Down ◽

Multilabel Classification ◽

Artificial Neural ◽

Hierarchical Multilabel Classification

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Type Prediction in RDF Knowledge Bases Using Hierarchical Multilabel Classification

Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics - WIMS '16 ◽

10.1145/2912845.2912861 ◽

2016 ◽

Author(s):

André Melo ◽

Heiko Paulheim ◽

Johanna Völker

Keyword(s):

Knowledge Bases ◽

Multilabel Classification ◽

Hierarchical Multilabel Classification

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Decision Trees for Hierarchical Multilabel Classification: A Case Study in Functional Genomics

Lecture Notes in Computer Science - Knowledge Discovery in Databases: PKDD 2006 ◽

10.1007/11871637_7 ◽

2006 ◽

pp. 18-29 ◽

Author(s):

Hendrik Blockeel ◽

Leander Schietgat ◽

Jan Struyf ◽

Sašo Džeroski ◽

Amanda Clare

Keyword(s):

Functional Genomics ◽

Decision Trees ◽

Multilabel Classification ◽

Hierarchical Multilabel Classification

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Adapting non-hierarchical multilabel classification methods for hierarchical multilabel classification

Intelligent Data Analysis ◽

10.3233/ida-2011-0500 ◽

2011 ◽

Vol 15 (6) ◽

pp. 861-887 ◽

Author(s):

Ricardo Cerri ◽

André Carlos P. L. F. de Carvalho ◽

Alex A. Freitas

Keyword(s):

Classification Methods ◽

Multilabel Classification ◽

Hierarchical Multilabel Classification

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AWX: An Integrated Approach to Hierarchical-Multilabel Classification

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-030-10925-7_20 ◽

2019 ◽

pp. 322-336 ◽

Author(s):

Luca Masera ◽

Enrico Blanzieri

Keyword(s):

Integrated Approach ◽

Multilabel Classification ◽

Hierarchical Multilabel Classification

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Hierarchical multilabel classification based on path evaluation

International Journal of Approximate Reasoning ◽

10.1016/j.ijar.2015.07.008 ◽

2016 ◽

Vol 68 ◽

pp. 179-193 ◽

Author(s):

Mallinali Ramírez-Corona ◽

L. Enrique Sucar ◽

Eduardo F. Morales

Keyword(s):

Multilabel Classification ◽

Hierarchical Multilabel Classification

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Hierarchical Multilabel Classification with Optimal Path Prediction

Neural Processing Letters ◽

10.1007/s11063-016-9526-x ◽

2016 ◽

Vol 45 (1) ◽

pp. 263-277 ◽

Author(s):

Zhengya Sun ◽

Yangyang Zhao ◽

Dong Cao ◽

Hongwei Hao

Keyword(s):

Optimal Path ◽

Multilabel Classification ◽

Path Prediction ◽

Hierarchical Multilabel Classification

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Using DL-reasoner for hierarchical multilabel classification applied to economical e-news

2014 Science and Information Conference ◽

10.1109/sai.2014.6918205 ◽

2014 ◽

Author(s):

David Werner ◽

Nuno Silva ◽

Christophe Cruz ◽

Aurelie Bertaux

Keyword(s):

Multilabel Classification ◽

Hierarchical Multilabel Classification

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New top-down methods using SVMs for Hierarchical Multilabel Classification problems

The 2010 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2010.5596597 ◽

2010 ◽

Author(s):

Ricardo Cerri ◽

Andre Carlos P. L. F de Carvalho

Keyword(s):

Classification Problems ◽

Top Down ◽

Multilabel Classification ◽

Hierarchical Multilabel Classification

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