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Data Mining - Mehmed Kantardzic [296]

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SIGKDD Explorations, Vol. 2, No. 1, 2000, pp. 1–15.

Kowalski, G. J., M. T. Maybury, Information Storage and Retrieval Systems: Theory and Implementation, Kluwer Academic Publishers, Boston, 2000.

Liu, B., W. Hsu, L. Mun, H. Lee, Finding Interesting Patterns Using User Expectations, IEEE Transactions on Knowledge and Data Engineering, Vol. 11, No. 6, 1999, pp. 817–825.

McCarthy, J., Phenomenal Data Mining, CACM, Vol. 43, No. 8, 2000, pp. 75–79.

Moore, S. K., Understanding the Human Genome, Spectrum, Vol. 37, No. 11, 2000, pp. 33–35.

Mulvenna, M. D., et al., eds., Personalization on the Net Using Web Mining, A Collection of Articles, CACM, Vol. 43, No. 8, 2000.

Ng, R. T., L. V. S. Lakshmanan, J. Han, A. Pang, Exploratory Mining and Optimization of Constrained Association Queries, Technical Report, University of British Columbia and Concordia University, October 1997.

Park, J. S., M. Chen, P. S. Yu, Efficient Parallel Data Mining for Association Rules, Proceedings of the CIKM’95 Conference, Baltimore, MD, 1995, pp. 31–36.

Pinto, H., J. Han, J. Pei, K. Wang, Q. Chen, U. Dayal, Multi-Dimensional Sequential Pattern Mining, Proc. 2001 Int. Conf. on Information and Knowledge Management (CIKM’01), Atlanta, GA, November 2001.

Salzberg, S. L., Gene Discovery in DNA Sequences, IEEE Intelligent Systems, November/December 1999, pp. 44–48.

Spiliopoulou, M., The Laborious Way from Data Mining to Web Log Mining, Computer Systems in Science & Engineering, Vol. 2, 1999, pp. 113–125.

Thuraisingham, B., Managing and Mining Multimedia Databases, CRC Press LLC, Boca Raton, FL, 2001.

Witten, I. H., E. Frank, Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations, Morgan Kaufmannn Publ., Inc., New York, 1999.

Wu, X., et al., Top 10 Algorithms in Data Mining, Knowledge and Information Systems, Vol. 14, 2008, pp. 1–37.

Yang, Q., X. Wu, 10 Challenging Problems in Data Mining Research, International Journal of Information Technology Decision Making, Vol. 5, No. 4, 2006, pp. 597–604.

CHAPTER 11

Akerkar, R., P. Lingras, Building an Intelligent Web: Theory and Practice, Jones and Bartlett Publishers, Sudbury, MA, 2008.

Chang, G., M. J. Haeley, J. A. M. McHugh, J. T. L. Wang, Mining the World Wide Web: An Information Search Approach, Kluwer Academic Publishers, Boston, MA, 2001.

Fan, F., L. Wallace, S. Rich, Z. Zhang, Tapping the Power of Text Mining, Communications of ACM, Vol. 49, No. 9, 2006, pp. 76–82.

Garcia, E., SVD and LSI Tutorial 4: Latent Semantic Indexing (LSI) How-to Calculations, Mi Islita, 2006, http://www.miislita.com/information-retrieval-tutorial/svd-lsi-tutorial-4-lsi-how-to-calculations.html.

Han, J., M. Kamber, Data Mining: Concepts and Techniques, 2nd edition, San Francisco, Morgan Kaufmann, 2006.

Jackson, P., I. Moulinier, Natural Language Processing for Online Applications: Text Retrieval, Extraction and Categorization, John Benjamins Publ. Co., Amsterdam, 2007.

Langville, A. N., C. D. Meyer, Google’s PageRank and Beyond: The Science of Search Engine Rankings, Princeton University Press, Princeton, 2006.

Liu, B., Web Data Mining: Exploring Hyperlinks, Contents and Usage Data, Springer, Heidelberg, 2007.

Mulvenna, M. D., et al., eds., Personalization on the Net Using Web Mining, CACM, Vol. 43, No. 8, 2000.

Nisbet, R., J. Elder, G. Miner, Advanced Algorithms for Data Mining, in Handbook of Statistical Analysis and Data Mining Applications, R. Nisbet, J. Elder, J. F. Elder, G. Miner, eds., Academic Press, Amsterdam, NL, 2009, pp. 151–172.

Sirmakessis, S., Text Mining and Its Applications, Springer-Verlag, Berlin, 2003.

Zhang, Q., R. S. Segall, Review of Data, Text and Web Mining Software, Kybernetes, Vol. 39, No. 4, 2010, pp. 625–655.

Zhang, Y., et al., Computational Web Intelligence: Intelligent Technology for Web Applications, World Scientific Publ. Co., Singapore, 2004.

Zhang, X., J. Edwards, J. Harding, Personalised Online Sales Using Web Usage Data Mining, Computers in Industry, Vol. 58, No. 8–9, 2007, pp. 772–782.

CHAPTER 12

Antunes, C., A. Oliveira, Temporal Data Mining:

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