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S.K. Pal, V. Talwar, and P. Mitra. Web mining in soft computing framework: Relevance, state of the art and future directions. In IEEE Transactions on Neural Networks, volume 13 of 5, pages 1163--1177, 2002.

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i-Miner: A Web Usage Mining Framework Using Hierarchical.. - Abraham (2003)   (Correct)

.... Oklahoma State University, 700 N Greenwood Avenue, Tulsa, Oklahoma 74106 0700, USA, Email: ajith.abraham ieee.org Abstract Recently Web mining has become a hot research topic, which combines two of the prominent research areas comprising of data mining and the World Wide Web (WWW) [8]. Web usage mining attempts to discover useful knowledge from the secondary data obtained from the interactions of the users with the Web. Web usage mining has become very critical for effective Web site management, business and support services, personalization, network traffic flow ....

....0.06 0.08 0.1 0.12 1 6 11 16 21 26 31 (test data) One day ahead trends average hourly trends Fig. 7. Meta learning performance (testing) of i Miner Table 2 summarizes the performance of the developed iMiner for training and test data. Performance is compared with the previous results [10][8][11] wherein the trends were analyzed using a Takagi Sugeno Fuzzy Inference System (ANFIS) Artificial Neural Network (ANN) and Linear Genetic Programming (LGP) The Correlation Coefficient (CC) for the test data set is also given in Table 2. Figures 8 and 9 illustrate the actual and predicted ....

Pal S.K., Talwar V., and Mitra P., Web Mining in Soft Computing Framework: Relevance, State of the Art and Future Directions, IEEE Transactions on Neural Networks, Volume: 13, Issue: 5, pp.1163 --1177, 2002.


Bayesian Learning for Personlization in Information Retrieval - Talwar, Bhatia   Self-citation (Talwar)   (Correct)

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Pal S.K., Talwar V. and Mitra P. (2002) Web Mining in Soft Computing Framework: Relevance, State of the Art and Future Directions (To Appear in IEEE Transactions on Neural Networks)


METALA: a J2EE Technology Based - Framework For Web   (Correct)

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S.K. Pal, V. Talwar, and P. Mitra. Web mining in soft computing framework: Relevance, state of the art and future directions. In IEEE Transactions on Neural Networks, volume 13 of 5, pages 1163--1177, 2002.


Intelligent Web Traffic Mining and Analysis - Xiaozhe Wang Ajith   (Correct)

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Pal SK, Talwar V, Mitra P. Web Mining in Soft Computing Framework: Relevance. State of the Art and Future Directions. IEEE Transaction on Neural Networks 2002;13(5):1163 -- 77.


Recent Soft Computing Approaches to User Modeling - In Adaptive Hypermedia   (Correct)

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Pal, S.K., Talwar, V., Mitra, P.: Web Mining in Soft Computing Framework: Relevance, State of the Art and Future Directions, IEEE Transactions on Neural Networks, Vol. 13(5), pp.1163 - 1177, 2002


i-Miner: A Web Usage Mining Framework Using Hierarchical.. - Abraham (2003)   (Correct)

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Pal S.K., Talwar V., and Mitra P., Web Mining in Soft Computing Framework: Relevance, State of the Art and Future Directions, IEEE Transactions on Neural Networks, Volume: 13, Issue: 5, pp.1163 --1177, 2002.

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