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cs.LG2021★ 18 cited
One-Step Abductive Multi-Target Learning with Diverse Noisy Samples and Its Application to Tumour Segmentation for Breast Cancer
Yongquan Yang, Fengling Li, Yani Wei +4
Recent studies have demonstrated the effectiveness of the combination of machine learning and logical reasoning, including data-driven logical reasoning, knowledge driven machine l…
cs.LG2021★ 372 cited
A Survey on Ensemble Learning under the Era of Deep Learning
Yongquan Yang, Haijun Lv, Ning Chen
Due to the dominant position of deep learning (mostly deep neural networks) in various artificial intelligence applications, recently, ensemble learning based on deep neural networ…