Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Binjie Hou"'
Autor:
Binjie Hou, Gang Chen
Publikováno v:
Mathematical Biosciences and Engineering, Vol 21, Iss 3, Pp 4309-4327 (2024)
Due to their high bias in favor of the majority class, traditional machine learning classifiers face a great challenge when there is a class imbalance in biological data. More recently, generative adversarial networks (GANs) have been applied to imba
Externí odkaz:
https://doaj.org/article/73fd2f8ed1b242afb7aeddf13fc9204d
A new Monte Carlo sampling method based on Gaussian Mixture Model for imbalanced data classification
Publikováno v:
Mathematical Biosciences and Engineering, Vol 20, Iss 10, Pp 17866-17885 (2023)
Imbalanced data classification has been a major topic in the machine learning community. Different approaches can be taken to solve the issue in recent years, and researchers have given a lot of attention to data level techniques and algorithm level.
Externí odkaz:
https://doaj.org/article/30567356444e4e7a930c03c3a3a1cfe7
