An Incremental Fuzzy Learning Approach for Online Classification of Data Streams

Author:

Yavtukhovskyi Vladyslav,Abukhader Rami,Tillaeus Nils,Xiong Ning

Publisher

Springer International Publishing

Reference20 articles.

1. Murphey, Y., Chen, T.: Incremental learning in a fuzzy intelligent system. In: Proceedings of the 16th International Joint Conference on Artificial Intelligence, IJCAI, vol. 2, pp. 1376–1384. Morgan Kaufmann Publishers Inc. (1999)

2. Reignier, P.: Supervised incremental learning of fuzzy rules. Robot. Auton. Syst. 16(1), 57–71 (1995)

3. Mouchaweh, M.S., Devillez, A., Lecolier, G.V., Billaudel, P.: Incremental learning in fuzzy pattern matching. Fuzzy Sets Syst. 132(1), 49–62 (2002)

4. Visa, S., Ralescu, A.: Towards online learning of a fuzzy classifier. In: Meeting of the North American Fuzzy Information Processing Society, Cincinnati, USA (2005)

5. Orriols-Puig, A., Casillas, J.: Fuzzy knowledge representation study for incremental learning in data streams and classification problems. Soft. Comput. 15(12), 2389–2414 (2011)

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