MMD-encouraging convolutional autoencoder: a novel classification algorithm for imbalanced data

Author:

Li Bin,Gong Xiaofeng,Wang Chen,Wu Ruijuan,Bian Tong,Li Yanming,Wang Zhiyuan,Luo RuisenORCID

Funder

Sichuan Science and Technology Program

University-Enterprise Cooperation Projects

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference44 articles.

1. Guo HX, Li YJ, Jennifer S et al (2017) Learning from class-imbalanced data: Review of methods and applications. Expert Syst Appl 73:220–239

2. Manogaran G, Shakeel P, Hassanein A et al (2019) Machine learning Approach-Based gamma distribution for brain tumor detection and data sample imbalance analysis. Quality Control Trans 7:12–19

3. Minǎstireanu E, Meṡnitǎ G (2020) Methods of handling unbalanced datasets in credit card fraud detection. Brain 11:131–143

4. Liu S, Lin G, Han Q et al (2020) Deepbalance: Deep-learning and fuzzy oversampling for vulnerability detection. IEEE Trans Fuzzy Syst 28(7):1329–1343

5. Ren R, Yang Y, Sun L et al (2020) Oversampling technique based on fuzzy representativeness difference for classifying imbalanced data. Appl Intell 1–23

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