111 citations · 138 across the 2 of their papers we have counts for
2 papers
astro-ph.IM2019★ 111 cited
A Hybrid Ensemble method for Pulsar Candidate Classification
Yuanchao Wang, Zhichen Pan, Jianhua Zheng +2
In this paper, three ensemble methods: Random Forest, XGBoost, and a Hybrid Ensemble method were implemented to classify imbalanced pulsar candidates. To assist these methods, tree…
astro-ph.IM2019★ 27 cited
Pulsar Candidates Classification with Deep Convolutional Neural Networks
Yuanchao Wang, Mingtao Li, Zhichen Pan +1
As performance of dedicated facilities continually improved, massive pulsar candidates are being received, which makes selecting valuable pulsar signals from candidates challenging…