@inproceedings{52ab993521894bbdb5617e7629ae4fc8,
title = "A survey on active learning strategy",
abstract = "Active learning is a hot topic in machine learning field. The main task of active learning is to automatically select the representative instances for efficiently reducing the sample complexity. This paper presents a brief survey of active learning regarding selection methods, query strategies, applications and other related works.",
keywords = "Active learning, Machine learning, Query strategy, Selective sampling",
author = "Li-Li SUN and Xi-Zhao WANG",
note = "This paper is supported by the national natural science foundation of China (60903088, 60903089), the natural science foundation of Hebei Province (F2008000635), the key project foundation of applied fundamental research of Hebei Province (08963522D). ; 2010 International Conference on Machine Learning and Cybernetics, ICMLC 2010 ; Conference date: 11-07-2010 Through 14-07-2010",
year = "2010",
doi = "10.1109/ICMLC.2010.5581075",
language = "English",
isbn = "9781424465262",
series = "International Conference on Machine Learning and Cybernetics (ICMLC)",
publisher = "IEEE",
pages = "161--166",
booktitle = "Proceedings : 2010 International Conference on Machine Learning and Cybernetics, ICMLC 2010",
}