给我一些ID3算法和c4.5算法的参考文献
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决策树经典算法:ID3与c4.5
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以下是一些ID3算法和C4.5算法的参考文献:
1. J. R. Quinlan. "Induction of Decision Trees." Machine Learning, vol.1, no.1, pp.81-106, 1986.
2. J. R. Quinlan. "C4.5: Programs for Machine Learning." Morgan Kaufmann Publishers, 1993.
3. J. Han and M. Kamber. "Data Mining: Concepts and Techniques." Morgan Kaufmann Publishers, 2000.
4. I. H. Witten and E. Frank. "Data Mining: Practical Machine Learning Tools and Techniques." Morgan Kaufmann Publishers, 2005.
5. R. Agrawal, T. Imielinski, and A. Swami. "Mining Association Rules between Sets of Items in Large Databases." Proceedings of the ACM SIGMOD Conference on Management of Data, pp.207-216, 1993.
6. C. Zhang, Q. Yao, G. Sun, and T. Zhou. "Review on Decision Tree Algorithms for Classification." Journal of Software Engineering and Applications, vol.7, pp.663-671, 2014.
7. T. M. Mitchell. "Machine Learning." McGraw-Hill, 1997.
8. A. L. Blum and P. Langley. "Selection of Relevant Features and Examples in Machine Learning." Artificial Intelligence, vol.97, pp.245-271, 1997.
9. L. Breiman, J. H. Friedman, R. A. Olshen, and C. J. Stone. "Classification and Regression Trees." Wadsworth International Group, 1984.
10. C. Bishop. "Pattern Recognition and Machine Learning." Springer-Verlag, 2006.
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