Learnware: on the future of machine learning

Author:

Zhou Zhi-Hua

Publisher

Springer Science and Business Media LLC

Subject

General Computer Science,Theoretical Computer Science

Reference10 articles.

1. Li N, Tsang IW, Zhou Z H. Efficient optimization of performance measures by classifier adaptation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35(6): 1370–1382

2. Pan S J, Yang Q. A survey of transfer learning. IEEE Transactions on Knowledge and Data Engineering, 2010, 22(10): 1345–1359

3. Sugiyama M, Kawanabe M. Machine Learning in Non-Stationary Environments: Introduction to Covariate Shift Adaptation. Cambridge, MA: MIT Press, 2012

4. Da Q, Yu Y, Zhou Z H. Learning with augmented class by exploiting unlabeled data.. In: Proceedings of the 28th AAAI Conference on Artificial Intelligence. 2014, 1760–1766

5. Mu X, Ting K M, Zhou Z H. Classification under streaming emerging new classes: a solution using completely random trees. CORR abs/1605.09131, 2016

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