References

CSI654

(Last updated on October 13, 2005)

 

  1. Philippe Rigaux, Michel O. Scholl, Michel Scholl, Agnes Voisard, 2002: “Spatial Database: With Application to GIS,” (2nd edition), Morgan Kaufmann Pub., January 2002 (ISBN: 1558605886).
  2. Hans-Hermann Bock and Wolfgang Polasek (editors), 1996: “Data Analysis and Information Systems,” Springer, March 1996 (ISBN: 3540607749).

3.      Brand Fortner, Eric Pervukhin, 1995: “The Data Handbook: A Guide to Understanding the Organization and Visualization of Technical Data (2nd edition),” Telos Pr., April 1995 (ISBN: 0387945059).

  1. Philip R. Bevington, D. Keith Robinson, 2003: “Data Reduction and Error Analysis for the Physical Sciences,” (3rd edition), McGraw-Hill College, January 2003 (ISBN: 0072472278).
  2. Daniel S. Wilks, 1995: “Statistical Methods in the Atmospheric Sciences: An Introduction.”  Academic Press, January 1995 (ISBN: 0127519653).
  3. Shin, D.-B., L. Chiu and M. Kafatos, 2001: “Comparison of the monthly precipitation derived from the TRMM satellite.” Geophys. Res. Let., 28, 795-798.
  4. Chatfield, Christopher., “The Analysis of Time Series : An Introduction,” Chapman and Hall/CRC, 1996 (QA280 .C4)
  5. Kendall, Mauruce and J Keith Ord, 1990, “Time Series,” Third edition, Oxford University Press, New York (QA280 .K44), (ISBN: 0195207068, paperback: 0195205715).
  6. Jobson, J. D., “Applied Multivariate Data Analysis,” Springer, 1991 (QA278 .J58), V1
  7. William J. Emery and Richard E. Thomson, 1998: “Data analysis Methods in Physical Oceanography” Pergamon, 1998 (ISBN: 0080314341). [2nd Revised Edition (April 1, 2001), Elsevier Health Sciences (ISBN: 0444507574 for paperback and ISBN: 0444507566 for hardcover)].
  8. Von Storch, Hans , Zwiers, Francis W., 1999, “Statistical Analysis in Climate Research,” Cambridge University Press (QC981.S735), Paperback: January 2001. (ISBN: 0521012309), Hardback: January 1999, (ISBN: 0521450713).
  9. James S. Walker, 1991: “Fast Fourier Transforms,” CRC Press, October 1991 (ISBN: 0849371546).
  10. Kumar, P., Foufoula-Georgiou, E., “Wavelet Analysis in Geophysics: An Introduction,” in “Wavelets in Geophysics,” Foufoula-Georgiou and  Kumar, P., eds, Academic Press, 1994 (QC806 .W38)
  11. Torrence, Christopher, Compo, Gilbert P. 1998: “A Practical Guide to Wavelet Analysis.” Bulletin of the American Meteorological Society: Vol. 79, No. 1, pp. 61–78.
  12. R. Todd Ogden, “Essential Wavelets For Statistical Applications And Data Analysis,” Birkhδuser, 1997 (QA403.3 .O43)
  13. Wim Sweldens, 1997, “The lifting scheme: A construction of second generation wavelets,” SIAM J. Math. Anal, Vol. 29, Nr. 2, pp 511-546.
  14. Other papers on Lift Scheme, http://cm.bell-labs.com/who/wim/
  15. Jingsong Wu and Kevin Amaratunga, 2003, “Wavelet triangulated irregular networks,” Int. J. Geographical Information Science, v17, n3, 273–289.
  16. Jiawei Han, Micheline Kamber, 2001: “Data Mining: Concepts and Techniques,” Morgan Kaufmann Pub., January 2001 (ISBN: 1558604898).
  17. Yang, R., Yang, K., Kafatos, M., Wang, X., “Value Range Queries on Earth Science Data via Histogram Clustering,” Proceedings of International Workshop on Temporal, Spatial and Spatio-Temporal Data Mining, TSDM2000, Lyon, France, Lecture Notes in Artificial Intelligence, 2007. Roddick, J. F. and Hornsby, K., Eds., pages 62-76, Springer, 2001
  18. Yang, Kwang-Su, Ruixin Yang, Menas Kafatos, “A Feasible Method to Find Areas with Constraints Using Hierarchical Depth-First Clustering,” in Proceedings of the 13th International Conference on Scientific and Statistical Database Management (L. Kerschberg and M. Kafatos, eds.), pages 257-262, IEEE, Computer Society, 2001.
  19. Kwang-Su Yang; Ruixin Yang; Jiang Tang; Kafatos, M.; 2004, “An efficient method to find area clusters with constraints using grid index structure.” In Proceedings of 16th International Conference on Scientific and Statistical Database Management, 21-23 June 2004, Pages:433–434, IEEE, Computer Society.
  20. J. O’Rouke, “Computational Geometry in C,” Cambridge University Press, 2001 (QA448D38O76)

24.  L. Ertφz, M. Steinbach, and V. Kumar, 2002. “A new shared nearest neighbor clustering algorithm and its applications.” In Workshop on Clustering High Dimensional Data and its Applications, SIAM Data Mining 2002, Arlington, VA, USA.

25.  M. Steinbach, P.-N. Tan, V. Kumar, S. Klooster, and C. Potter, 2002. “Temporal data mining for the discovery and analysis of ocean climate indices.” In Proceedings of the KDD Temporal Data Mining Workshop, Edmonton, Alberta, Canada, August 2002.

26.  M. Steinbach, P.-N. Tan, V. Kumar, C. Potter, and S. Klooster, 2002. “Data mining for the discovery of ocean climate indices.” In Mining Scientific Datasets Workshop, 2nd Annual SIAM International Conference on Data Mining, April 2002.

27.  M. Steinbach, P.-N. Tan, V. Kumar, C. Potter, S. Klooster, and A. Torregrosa, 2001. “Clustering earth science data: Goals, issues and results.” In Proceedings of the Fourth KDD Workshop on Mining Scientific Datasets, San Francisco, California, USA, August 2001.

  1. P.-N. Tan, M. Steinbach, V. Kumar, S. Klooster, C. Potter, and A. Torregrosa, 2001. “Finding spatio-termporal patterns in earth science data.” In KDD Temporal Data Mining Workshop, San Francisco, California, USA, August 2001.
  2. Asa Ben-Hur, David Horn, Hava T. Siegelmann, Vladimir Vapnik; 2001, “Support Vector Clustering.” Journal of Machine Learning Research, 2(Dec):125-137.