Modeling lightcurves for improved classification of astronomical objects

Statistical Analysis and Data Mining

Ashish Mahabal¹  XiaoFeng Wang²  Jiayang Sun³  Julian Faraway⁴  Yi G. Wang⁵  Lingsong Zhang⁶ 

[1] Astronomy Department California Institute of Technology Pasadena CA 91125 USA;Biostatistics Department of Quantitative Health Sciences Cleveland Clinic Lerner Research Institute Cleveland OH 44195 USA;Department of Epidemiology and Biostatistics Case Western Reserve University Cleveland OH 44106 USA;Department of Mathematical Sciences University of Bath Bath BA2 7AY UK;Department of Mathematics Syracuse University Syracuse NY 13244 USA;Department of Statistics Purdue University West Lafayette IN 47907 USA

关键词: classification;    feature selection;    Gaussian process regression;    irregular sampling;    missing data;   

DOI  :  10.1002/sam.11305

学科分类：社会科学、人文和艺术（综合）

来源: John Wiley & Sons, Inc.

【 授权许可】

Unknown