Single-Layered Complex-Valued Neural Network with SMOTE for Imbalanced Data Classification

Proceedings - 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems and 2016 17th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2016

Volumn , Issue , 2016, Pages 349-354

  Matsuda, Kentarou ^a   Murase, Kazuyuki ^a  

^a UNIVERSITY OF FUKUI   (Japan)

Author keywords

classification; complex valued neural networks; imbalanced data; neural networks; SMOTE

Indexed keywords

COMPLEX NETWORKS; INTELLIGENT COMPUTING; INTELLIGENT SYSTEMS; NETWORK LAYERS; NEURAL NETWORKS; SOFT COMPUTING;

COMPLEX-VALUED NEURAL NETWORKS; IMBALANCED DATA; IMBALANCED DATA PROBLEMS; IMBALANCED DATA-SETS; IMBALANCED DATASET; LEARNING ACCURACY; SMOTE; SYNTHETIC MINORITY OVER-SAMPLING TECHNIQUES;

CLASSIFICATION (OF INFORMATION);

EID: 85010402930     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SCIS-ISIS.2016.0079     Document Type: Conference Paper

References (6)

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