Active learning to overcome sample selection bias: Application to photometric variable star classification

Physics & Astronomy

• variable stars 100%
• learning 86%
• education 64%
• classifiers 35%
• astrophysics 22%
• predictions 21%
• machine learning 16%
• shelves 16%
• marking 13%
• catalogs 13%
• light curve 12%
• iteration 12%
• confidence 12%
• sky 12%
• inclusions 10%
• breakdown 10%
• stars 8%
• causes 8%

Earth & Environmental Sciences

• learning 64%
• Advanced Solid-State Array Spectroradiometer 19%
• prediction 16%
• labeling 11%
• machine learning 11%
• aid 10%
• visualization 9%
• method 4%
• parameter 3%
• rate 3%