Active learning via query synthesis and nearest neighbour search

Author:

Wang Liantao,Hu Xuelei,Yuan Bo,Lu Jianfeng

Funder

National Natural Science Foundation of China (NSFC)

Jiangsu Natural Science Foundation

Ministry of Human Resources of China via the Science and Technology Activities

Jiangsu Key Laboratory of Image and Video Understanding for Social Safety (Nanjing University of Science and Technology)

Programme of Introducing Talents of Discipline to Universities

Fundamental Research Funds for the Central Universities

China Scholarship Council

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference38 articles.

1. B. Settles, Active learning literature survey, Computer Sciences Technical Report 1648, University of Wisconsin-Madison, 2010.

2. Active Learning, Synthesis Lectures on Artificial Intelligence and Machine Learning;Settles,2012

3. S. Tong, D. Koller, Support vector machine active learning with applications to text classification, in: ICML, 2000, pp. 999–1006.

4. Active learning based on locally linear reconstruction;Zhang;IEEE Trans. Pattern Anal. Mach. Intell.,2011

5. Queries and concept learning;Angluin;Mach. Learn.,1988

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