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Turbo Quantization of Oversampled Signals
IEEE Transactions on Information Theory, 2016We present a new iterative quantization procedure for oversampled frames with guaranteed convergence and stability. The procedure uses similar concepts to that of turbo decoding in the context of error control coding. The quantization process is modeled as a quadratic integer-programming problem.
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Investigation on the stability of SMOTE-based oversampling techniques in software defect prediction
Information and Software Technology, 2021Shuo Feng, Yan Xiao, Jacky Keung
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An Oversampling Method for Class Imbalance Problems on Large Datasets
Applied Sciences (Switzerland), 2022JOSÉ FRANCISCO Martínez-Trinidad +2 more
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Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced learning
Expert Systems With Applications, 2021Stefan Lessmann, Justin Engelmann
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An oversampling framework for imbalanced classification based on Laplacian eigenmaps
Neurocomputing, 2020Xiucai Ye +2 more
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A New Oversampling Method Based on the Classification Contribution Degree
Symmetry, 2021Tingting Pan, Zhenhao Jiang
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