Multi-Target Markov Boundary Discovery: Theory, Algorithm, and Application

Author:

Wu Xingyu1ORCID,Jiang Bingbing2,Zhong Yan3,Chen Huanhuan1ORCID

Affiliation:

1. School of Computer Science and Technology, University of Science and Technology of China, Hefei, China

2. School of Information Science and Technology, Hangzhou Normal University, Hangzhou, China

3. School of Data Science, University of Science and Technology of China, Hefei, China

Funder

National Key R&D Program of China

National Natural Science Foundation of China

Anhui Province

Fundamental Research Funds for the Central Universities

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

Reference47 articles.

1. Algorithms for large scale Markov blanket discovery;tsamardinos;Proc Florida Artif Intell Res Soc Conf,2003

2. Multi-Label Causal Feature Selection

3. Algorithms for discovery of multiple Markov boundaries;statnikov;J Mach Learn Res,2013

4. A Review on Multi-Label Learning Algorithms

5. HITON: A novel Markov blanket algorithm for optimal variable selection;aliferis;Proc Amer Med Informat Assoc Annu Symp,2003

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