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cs.SD2021
Subject Enveloped Deep Sample Fuzzy Ensemble Learning Algorithm of Parkinson's Speech Data
Yiwen Wang, Fan Li, Xiaoheng Zhang +2
Parkinson disease (PD)'s speech recognition is an effective way for its diagnosis, which has become a hot and difficult research area in recent years. As we know, there are large c…
cs.AI2021
Envelope Imbalance Learning Algorithm based on Multilayer Fuzzy C-means Clustering and Minimum Interlayer discrepancy
Fan Li, Xiaoheng Zhang, Pin Wang +1
Imbalanced learning is important and challenging since the problem of the classification of imbalanced datasets is prevalent in machine learning and data mining fields. Sampling ap…
cs.CV2021
Integrated Age Estimation Mechanism
Fan Li, Yongming Li, Pin Wang +3
Machine-learning-based age estimation has received lots of attention. Traditional age estimation mechanism focuses estimation age error, but ignores that there is a deviation betwe…