A Novel Distributed Multitask Fuzzy Clustering Algorithm for Automatic MR Brain Image Segmentation

Author:

Jiang Yizhang,Zhao Kaifa,Xia Kaijian,Xue Jing,Zhou Leyuan,Ding Yang,Qian Pengjiang

Funder

National Natural Science Foundation of China

Natural Science Foundation of Jiangsu Province

2018 Six Talent Peaks Project of Jiangsu Province

Science and technology demonstration project of social development of Wuxi

Youth Foundation of the Commission of Health and Family Planning of Wuxi

the Jiangsu Committee of Health

Publisher

Springer Science and Business Media LLC

Subject

Health Information Management,Health Informatics,Information Systems,Medicine (miscellaneous)

Reference27 articles.

1. Jiang, Y., Deng, Z., Chung, F. L. et al., Multi-task TSK fuzzy system modeling using inter-task correlation information. Information Sciences 298:512–533, 2015.

2. Mihalkova L, Mooney R J. Transfer learning from minimal target data by mapping across relational domains. International Jont conference on Artifical intelligence. Morgan Kaufmann publishers Inc. 2009.

3. Argyriou, A., Evgeniou, T., and Pontil, M., Multi-task feature Learning. Advances in Neural Information Processing Systems 19:41–48, 2006.

4. Sato-Ilic, M., Fuzzy variable selection with degree of classification based on dissimilarity between distributions of variables. International Journal of Intelligent Technology and Applied Statistics 1:1–18, 2008.

5. Jiang, Y., Deng, Z., Chung, F. L. et al., Realizing two-view TSK fuzzy classification system by using collaborative Learning. IEEE Transactions on Systems Man & Cybernetics Systems 47:145–160, 2017.

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