Over-Sampling Algorithm Based on VAE in Imbalanced Classification

Chunkai Zhang; Ying Zhou; Yingyang Chen; Yepeng Deng; Xuan Wang; Lifeng Dong; Haoyu Wei

doi:10.1007/978-3-319-94295-7_23

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Over-Sampling Algorithm Based on VAE in Imbalanced Classification

Chunkai Zhang Ying Zhou Yingyang Chen Yepeng Deng Xuan Wang Lifeng Dong Haoyu Wei

Year: 2018 Lecture notes in computer science Pages: 334-344 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-319-94295-7_23

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Keywords:

Oversampling Computer science Sample (material) Sampling (signal processing) Artificial intelligence Set (abstract data type) Pattern recognition (psychology) Algorithm Encoder Class (philosophy) Distribution (mathematics) Machine learning Mathematics Computer vision

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Imbalanced Data Classification Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Anomaly Detection Techniques and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Electricity Theft Detection Techniques

Physical Sciences → Engineering → Electrical and Electronic Engineering

Over-Sampling Algorithm Based on VAE in Imbalanced Classification

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