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Article

Mining Deviants in a Time Series Database

Published: 07 September 1999 Publication History
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    References

    [1]
    {AAR95} Andreas Arning, Rakesh Agrawal, Prabhakar Raghavan: A Linear Method for Deviation Detection in Large Databases. KDD 1995: 164-169.
    [2]
    {Bel54} R. E. Bellman. The Theory of Dynamic Programming. Bull. Amer. Math Soc. Vol 60, pages 503-516, 1954.
    [3]
    {Cha84} C. Chatfield. The Analysis of Time Series. Chapman and Hall, 1984.
    [4]
    {GMP97} Phillip B. Gibbons, Yossi Matias, Viswanath Poosala: Fast Incremental Maintenance of Approximate Histograms. VLDB 1997: 466-475.
    [5]
    {HDY99} Jiawei Han, Guozhu Dong, Yiwen Yin: Efficient Mining of Partial Periodic Patterns in Time Series Database.ICDE 1999: 106-115.
    [6]
    {Ioa93} Yannis E. Ioannidis: Universality of Serial Histograms. VLDB 1993: 256-267.
    [7]
    {IP95} Yannis E. Ioannidis, Viswanath Poosala: Balancing Histogram Optimality and Practicality for Query Result Size Estimation. SIGMOD Conference 1995: 233-244.
    [8]
    {JKM+98} H. V. Jagadish, Nick Koudas, S. Muthukrishnan, Viswanath Poosala, Kenneth C. Sevcik, Torsten Suel: Optimal Histograms with Quality Guarantees. VLDB 1998: 275-286.
    [9]
    {KN98} Edwin M. Knorr, Raymond T. Ng: Algorithms for Mining Distance-Based Outliers in Large Datasets. VLDB 1998: 392-403.
    [10]
    {PI97} Viswanath Poosala, Yannis E. Ioannidis: Selectivity Estimation Without the Attribute Value Independence Assumption. VLDB 1997: 486-495.
    [11]
    {PIHS96} Viswanath Poosala, Yannis E. Ioannidis, Peter J. Haas, Eugene J. Shekita: Improved Histograms for Selectivity Estimation of Range Predicates. SIGMOD Conference 1996: 294-305.

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    Published In

    cover image DL Hosted proceedings
    VLDB '99: Proceedings of the 25th International Conference on Very Large Data Bases
    September 1999
    761 pages

    Publisher

    Morgan Kaufmann Publishers Inc.

    San Francisco, CA, United States

    Publication History

    Published: 07 September 1999

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