Qingyan Yin

High and low frequency wind power prediction based on Transformer and BiGRU-Attention

Shuangxin Wang, Jiarong Shi, Wei Yang et al. · Energy · 2023 · 110 citations

Electrical Engineering, Engineering, Wind Power Generation +6

A convolutional neural network model for survival prediction based on prognosis-related cascaded Wx feature selection

Qingyan Yin, Wangwang Chen, Chunxia Zhang et al. · Laboratory Investigation · 2022 · 53 citations

Engineering, Machine Learning, Life Prediction +7

A ranking-based strategy to prune variable selection ensembles

Chunxia Zhang, Jiang-She Zhang, Qingyan Yin · Knowledge-Based Systems · 2017 · 29 citations

Engineering, Machine Learning, Data Science +8

Enhancing performance of restricted Boltzmann machines via log-sum regularization

Nannan Ji, Jiangshe Zhang, Chunxia Zhang et al. · Knowledge-Based Systems · 2014 · 23 citations

Engineering, Machine Learning, Entropy +6

An Empirical Study on the Performance of Cost-Sensitive Boosting Algorithms with Different Levels of Class Imbalance

Qingyan Yin, Jiangshe Zhang, Chunxia Zhang et al. · Mathematical Problems in Engineering · 2013 · 20 citations · Full text

Engineering, Machine Learning, Low-level Imbalance +19