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Data Mining_ Concepts and Techniques - Jiawei Han [384]

By Root 1509 0
Taipei, Taiwan. (Mar. 1995), pp. 3–14.

[AS96] Agrawal, R.; Shafer, J.C., Parallel mining of association rules: Design, implementation, and experience, IEEE Trans. Knowledge and Data Engineering 8 (1996) 962–969.

[AS00] Agrawal, R.; Srikant, R., Privacy-preserving data mining, In: Proc. 2000 ACM-SIGMOD Int. Conf. Management of Data (SIGMOD’00) Dallas, TX. (May 2000), pp. 439–450.

[ASS00] Allwein, E.; Shapire, R.; Singer, Y., Reducing multiclass to binary: A unifying approach for margin classifiers, Journal of Machine Learning Research 1 (2000) 113–141.

[AV07] Arthur, D.; Vassilvitskii, S., K-means++: The advantages of careful seeding, In: Proc. 2007 ACM-SIAM Symp. on Discrete Algorithms (SODA’07) Tokyo. (2007), pp. 1027–1035.

[Avn95] Avner, S., Discovery of comprehensible symbolic rules in a neural network, In: Proc. 1995 Int. Symp. Intelligence in Neural and Biological Systems Washington, DC. (1995), pp. 64–67.

[AY99] Aggarwal, C.C.; Yu, P.S., A new framework for itemset generation, In: Proc. 1998 ACM Symp. Principles of Database Systems (PODS’98) Seattle, WA. (June 1999), pp. 18–24.

[AY01] Aggarwal, C.C.; Yu, P.S., Outlier detection for high dimensional data, In: Proc. 2001 ACM-SIGMOD Int. Conf. Management of Data (SIGMOD’01) Santa Barbara, CA. (May 2001), pp. 37–46.

[AY08] Aggarwal, C.C.; Yu, P.S., Privacy-Preserving Data Mining: Models and Algorithms. (2008) Springer, New York .

[BA97] Breslow, L.A.; Aha, D.W., Simplifying decision trees: A survey, Knowledge Engineering Rev. 12 (1997) 1–40.

[Bay98] Bayardo, R.J., Efficiently mining long patterns from databases, In: Proc. 1998 ACM-SIGMOD Int. Conf. Management of Data (SIGMOD’98) Seattle, WA. (June 1998), pp. 85–93.

[BB98] Bagga, A.; Baldwin, B., Entity-based cross-document coreferencing using the vector space model, In: Proc. 1998 Annual Meeting of the Association for Computational Linguistics and Int. Conf. Computational Linguistics (COLING-ACL’98) Montreal, Quebec, Canada. (Aug. 1998).

[BB01] Baldi, P.; Brunak, S., Bioinformatics: The Machine Learning Approach. 2nd ed. (2001) MIT Press, Cambridge, MA .

[BB02] Borgelt, C.; Berthold, M.R., Mining molecular fragments: Finding relevant substructures of molecules, In: Proc. 2002 Int. Conf. Data Mining (ICDM’02) Maebashi, Japan. (Dec. 2002), pp. 211–218.

[BBD+02] Babcock, B.; Babu, S.; Datar, M.; Motwani, R.; Widom, J., Models and issues in data stream systems, In: Proc. 2002 ACM Symp. Principles of Database Systems (PODS’02) Madison, WI. (June 2002), pp. 1–16.

[BC83] Beckman, R.J.; Cook, R.D., Outlier…s, Technometrics 25 (1983) 119–149.

[BCC10] Buettcher, S.; Clarke, C.L.A.; Cormack, G.V., Information Retrieval: Implementing and Evaluating Search Engines. (2010) MIT Press, Cambridge, MA .

[BCG01] Burdick, D.; Calimlim, M.; Gehrke., J., MAFIA: A maximal frequent itemset algorithm for transactional databases, In: Proc. 2001 Int. Conf. Data Engineering (ICDE’01) Heidelberg, Germany. (Apr. 2001), pp. 443–452.

[BCP93] Brown, D.E.; Corruble, V.; Pittard, C.L., A comparison of decision tree classifiers with backpropagation neural networks for multimodal classification problems, Pattern Recognition 26 (1993) 953–961.

[BD01] Bickel, P.J.; Doksum, K.A., Mathematical Statistics: Basic Ideas and Selected Topics. (2001) Prentice-Hall ; Vol. 1..

[BD02] Brockwell, P.J.; Davis, R.A., Introduction to Time Series and Forecasting. 2nd ed. (2002) Springer, New York .

[BDF+97] Barbará, D.; DuMouchel, W.; Faloutsos, C.; Haas, P.J.; Hellerstein, J.H.; Ioannidis, Y.; Jagadish, H.V.; Johnson, T.; Ng, R.; Poosala, V.; Ross, K.A.; Servcik, K.C., The New Jersey data reduction report, Bull. Technical Committee on Data Engineering 20 (Dec. 1997) 3–45.

[BDG96] Bruce, A.; Donoho, D.; Gao, H.-Y., Wavelet analysis, IEEE Spectrum 33 (Oct. 1996) 26–35.

[BDJ+05] Burdick, D.; Deshpande, P.; Jayram, T.S.; Ramakrishnan, R.; Vaithyanathan, S., OLAP over uncertain and imprecise data, In: Proc. 2005 Int. Conf. Very Large Data Bases (VLDB’05) Trondheim, Norway. (Aug. 2005), pp. 970–981.

[Ben08] Benninga, S., Financial Modeling. 3rd. ed. (2008)

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