Imbalanced spectral data analysis using data augmentation based on the generative adversarial network

Research article (Scientific Reports, 2024) · cited 11× · AI/ML
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Imbalanced spectral data analysis using data augmentation based on the generative adversarial network

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Imbalanced spectral data analysis using data augmentation based on the generative adversarial network is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Imbalanced spectral data analysis using data augmentation based on the generative adversarial network. Retrieved May 24, 2026, from https://4ort.xyz/entity/imbalanced-spectral-data-analysis-using-data-augmentation-based-on-the-generative-adversarial-network
MLA “Imbalanced spectral data analysis using data augmentation based on the generative adversarial network.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/imbalanced-spectral-data-analysis-using-data-augmentation-based-on-the-generative-adversarial-network.
BibTeX @misc{4ortxyz_imbalanced-spectral-data-analysis-using-data-augmentation-based-on-the-generative-adversarial-network_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Imbalanced spectral data analysis using data augmentation based on the generative adversarial network}}, year = {2026}, url = {https://4ort.xyz/entity/imbalanced-spectral-data-analysis-using-data-augmentation-based-on-the-generative-adversarial-network}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Imbalanced spectral data analysis using data augmentation based on the generative adversarial network — https://4ort.xyz/entity/imbalanced-spectral-data-analysis-using-data-augmentation-based-on-the-generative-adversarial-network (retrieved 2026-05-24)

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