David J. Marchette

Personal Home Page

http://www.mts.jhu.edu/~marchette/

Articles in Scholarly Journals [Incomplete List]

  1. Predicting unobserved links in incompletely observed networks
    Computational Statistics & Data Analysis, vol. 52, no. 3, pp. 1373–1386, 2008
  2. On the minimization of concave information functionals for unsupervised classification via decision trees
    Statistics & Probability Letters, vol. 78, no. 8, pp. 975–984, 2008
  3. Application of integrated sensing and processing decision trees for target detection and localization on digital mirror array imagery
    Applied Optics, vol. 45, no. 13, p. 3022, 2006
  4. A Hierarchical Methodology for Class Detection Problems with Skewed Priors
    Journal of Classification, vol. 22, no. 1, pp. 17–48, 2005
  5. Scan Statistics on Enron Graphs
    Computational and Mathematical Organization Theory, vol. 11, no. 3, pp. 229–247, 2005
  6. Integrated sensing and processing decision trees
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 26, no. 6, pp. 699–708, 2004
  7. Modeling computer virus prevalence with a susceptible-infected-susceptible model with reintroduction
    Computational Statistics & Data Analysis, vol. 45, no. 1, pp. 3–23, 2004
  8. Using data images for outlier detection
    Computational Statistics & Data Analysis, vol. 43, no. 4, pp. 541–552, 2003
  9. Class cover catch digraphs for latent class discovery in gene expression monitoring by DNA microarrays
    Computational Statistics & Data Analysis, vol. 43, no. 4, pp. 621–632, 2003
  10. Classification Using Class Cover Catch Digraphs
    Journal of Classification, vol. 20, no. 1, pp. 3–23, 2003
  11. Characterizing the scale dimension of a high-dimensional classification problem*1
    Pattern Recognition, vol. 36, no. 1, pp. 45–60, 2003
  12. On Some Techniques for Streaming Data: A Case Study of Internet Packet Headers
    Journal of Computational & Graphical Statistics, vol. 12, no. 4, pp. 893–914, 2003
  13. Consistent estimation of mixture complexity
    The Annals of Statistics, vol. 29, no. 5, pp. 1281–1296, 2001
  14. On the distribution of the domination number for random class cover catch digraphs
    Statistics & Probability Letters, vol. 55, no. 3, pp. 239–246, 2001
  15. Alternating kernel and mixture density estimates
    Computational Statistics & Data Analysis, vol. 35, no. 1, pp. 43–65, 2000
  16. Efficient approach to segment man-made targets from unmanned aerial vehicle imagery
    Optical Engineering, vol. 39, no. 5, p. 1267, 2000
  17. Local dimensionality reduction
    Computational Statistics, vol. 14, no. 4, p. 469, 1999
  18. Recursive dimensionality reduction using Fisher's linear discriminant
    Pattern Recognition, vol. 31, no. 7, pp. 881–888, 1998
  19. The advanced distributed region of interest tool
    Pattern Recognition, vol. 31, no. 12, pp. 2103–2118, 1998
  20. Identification of man-made regions in unmanned aerial vehicle imagery and videos
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 20, no. 8, pp. 852–857, 1998
  21. The Bumpy Road to the Mode Forest
    Journal of Computational and Graphical Statistics, vol. 7, no. 2, p. 239, 1998
  22. The Filtered Mode Tree
    Journal of Computational and Graphical Statistics, vol. 6, no. 2, p. 143, 1997
  23. An analysis of local feature extraction in digital mammography
    Pattern Recognition, vol. 30, no. 9, pp. 1547–1554, 1997
  24. Semiparametric nonhomogeneity analysis
    Journal of Statistical Planning and Inference, vol. 59, no. 1, pp. 45–60, 1997
  25. Segmentation of random fields via borrowed strength density estimation
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 19, no. 5, pp. 494–499, 1997
  26. Mammographic Computer-Assisted Diagnosis using Computational Statistics Pattern Recognition
    Real-Time Imaging, vol. 1, no. 2, pp. 95–104, 1995
  27. Adaptive mixture density estimation
    Pattern Recognition, vol. 26, no. 5, pp. 771–785, 1993
  28. Adaptive mixtures: Recursive nonparametric pattern recognition
    Pattern Recognition, vol. 24, no. 12, pp. 1197–1209, 1991
  29. The Adaptive Kernel Neural Network
    Mathematical and Computer Modelling, vol. 14, no. 5-6, pp. 328–333, 1990
  30. Temporal knowledge: Recognition and learning of time-based patterns
    Neural Networks, vol. 1, p. 317, 1988