A Novel Field Learning Algorithm for Dual Imbalance Text Classification

Author:

Zhuang Ling,Dai Honghua,Hang Xiaoshu

Publisher

Springer Berlin Heidelberg

Reference7 articles.

1. Forman, G.: A pitfall and solution in multi-class feature selection for text classification. In: Proceedings of the 21st International Conference on Machine Learning (2004)

2. Zheng, Z., Wu, X., Srihari, R.: Feature selection for text categorization on imbalanced data. ACM SIGKDD Explorations Newsletter:Special issue on learning from imbalanced datasets 6, 80–89 (2004)

3. Dai, H., Hang, X., Li, G.: Inexact field learning: An approach to induce high quality rules from low quality data. In: Proceedings of 2001 IEEE International Conference on Data Mining (2001)

4. Ciesielski, V., Dai, H.: Fisherman: a comprehensive discovery, learning and forecasting systems. In: Proceedings of 2nd Singapore International Conference on Intelligent System, pp. B297(1)–B297(6) (1994)

5. Dai, H., Ciesielski, V.: Learning of inexact rules by the fish-net algorithm from low quality data. In: Proceedings of the Eighth Australian Joint Artificial Intelligence Conference, pp. 108–115 (1994)

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