International Journal of Soft Computing

Year: 2009
Volume: 4
Issue: 1
Page No. 10 - 15

A New CMAC Neural Network Model for Content-based Web Page Classification

Authors : Somaiyeh Dehghan and Amir Masoud Rahmani

References

Albus, J.S., 1975. Data storage in the cerebellar model articulation controller. J. Dyn. Syst. Measur. Control Trans. ASME, 97: 228-233.

Dumais, S. and H. Chen, 2000. Hierarchical classification of web content. Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 24-28, 2000, New York, USA., pp: 256-263.

Fern'andez, V.F., R.M. Unanue, S.M. Herranz and A.C. Rubio, 2006. Naive bayes web page classification with HTML mark-up enrichment. Proceeding of the International Multi-Conference on Computer Global Information Technology, Aug. 01-03, Washington, DC., USA., pp: 48-48.

Frakes, W.B. and R. Baeza-Yates, 1992. Information Retrieval Data Structures and Algorithms. Prentice-Hall Inc., Englewood Cliffs, New Jercy,.

Hall, M.A., 1998. Correlation based feature selection for machine learning. Ph.D. Thesis, Department of Computer Science, University of Waikato, Hamilton, New Zealand.

Kononenko, I., 1994. Estimating attibutes: Analisys and extensions of relief. Proceeding of the 7th European Conference Machine Learning, (ECML'94), Springer-Verlag, pp: 171-182.

Liang, J.Z., 2003. hinese Web page classification based on self-organizing mapping neural networks. Proceedings of the 5th International Conference Computational Intelligence and Multimedia Applications, Sept. 27-30, Washington, DC., USA., pp: 96-101.

Markov, Z. and D.T. Larose, 2007. Data Mining the Web: Uncovering Patterns in Web Content, Structure and Usage. Wiley-Interscience, Hoboken, New Jersey.

Palacios, F., X. Li and L.E. Rocha, 2006. Data mining based on CMAC neural networks. Proceeding of the 3rd International Conference on Electrical and Electronics Engineering, Sept. 6-8, Veracruz, pp: 1-4.

Pazzani, M., J. Muramatsu and D. Billsus, 1996. Syskill and webert: Identifying interesting web sites. Proceedings of the 13th National Conference Artificial Intelligence, (NCAI'96), China, pp: 54-59.

Quinlan, J.R., 1986. Induction of decision trees. Mach. Learn., 1: 81-106.
CrossRef  |  

Rahmani, A.M., 2003. TD-CMAC intelligent network for short-term maximum temperature prediction. Proceeding of the 4th International Arab Conference on Information Technology, (ACIT'03), Egypt, pp: 273-280.

Salton, G., A. Wong and C.S. Yang, 1975. A vector space model for automatic indexing. Commun. ACM, 18: 613-620.
CrossRef  |  Direct Link  |  

Shi, Z.Z., 2002. Knowledge Discovery. Tsinghua University Press, China.

Tomar, G.S., S. Verma and A. Jha, 2006. Web page classification using modified Naive Bayesian approach. Proceedings of the 10 Conference IEEE Region TENCON, Nov. 14-17, Hong Kong, pp: 1-4.

Xue, W., H. Bao, W. Xue, W. Huang and Y. Lu, 2006. Web page classification based on SVM. Proceedings of the 6th World Congress on Intelligent Control and Automation, Volume 2, June 21-23, 2006, Dalian, China, pp: 6111-6114.

Zhang, Y.Z., 2002. Web Page�s Text Information Mining Based on Content. Postdoctoral Report, Tsinghua University (In Chinese).

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