25 citations
- University of Science and Technology of ChinaCN11 papers
- Chinese Academy of SciencesCN6 papers
- Anqing Normal UniversityCN5 papers
- Dalian University of TechnologyCN4 papers
- Shanghai Astronomical ObservatoryCN4 papers
- Nanjing UniversityCN3 papers
- Shandong UniversityCN3 papers
- Shanghai Jiao Tong UniversityCN3 papers
- Chinese University of Hong KongHK2 papers
- National Astronomical ObservatoriesCN2 papers
- Scuola Internazionale Superiore di Studi AvanzatiIT2 papers
- University of Chinese Academy of SciencesCN2 papers
Showing 2021Show all
2 papers · 1 filter
astro-ph.GA2021★ 2 cited
Automatic morphological classification of galaxies: convolutional autoencoder and bagging-based multiclustering model
C. C. Zhou, Y. Z. Gu, G. W. Fang +1
In order to obtain morphological information of unlabeled galaxies, we present an unsupervised machine-learning (UML) method for morphological classification of galaxies, which can…
astro-ph.GA2021★ 4 cited
Estimating lifetimes of uv-selected massive galaxies at in the cosmos/ultravista field through clustering analyses
Xiaozhi Lin, Guanwen Fang, Yongquan Xue +2
We present an estimation of lifetimes of massive galaxies with distinct UV colors at in the COSMOS/UltraVISTA field. After dividing the galaxy sample into subsa…