Modeling Interstate Alliances with Constrained Random Dot Product Graphs submitted to Computational Statistics.
Scan Statistics for Interstate Alliance Graphs submitted to Connections.
Scan Statistics on Enron Graphs Computational and Mathematical Organization Theory, Volume 11, Number 3, p229 - 247, October 2005.
D. J. Marchette, Random Graphs for Statistical Pattern Recognition Wiley, 2004.
Priebe, C.E., Marchette, D.J., and Healy, D.M. (2002), Integrated Sensing and Processing for Statistical Pattern Recognition, to appear in Modern Signal Processing, D. Rockmore and D.M. Healy Jr., eds., Cambridge University Press, forthcoming in summer 2003.
D.J. Marchette and C.E Priebe, Characterizing the scale dimension of a high dimensional classification problem, Pattern Recognition, 36, 45-60, 2002. (JHU Department of Mathematical Sciences Technical Report 614).
L.F. James, C.E. Priebe, and D.J. Marchette, Consistent Estimation of Mixture Complexity, Annals of Statistics, 29,1281-1296,2001. (JHU Department of Mathematical Sciences Technical Report 595).
D.J Marchette, Computer Intrusion Detection and Network Monitoring: A Statistical Viewpoint, Springer, 2001
C.E Priebe, J.G. DeVinney and D.J. Marchette, On the Distribution of the Domination Number for Random Class Cover Catch Digraphs, Statistics and Probability Letters, 55, 239-246, 2001.
D.J. Marchette, J.G. DeVinney and C.E. Priebe, Vector Quantization and Classification Through the Dominating Set of a Digraph, Technical Report No. 613, Department of Mathematical Sciences, Johns Hopkins University, 2000.
C.E Priebe and D.J. Marchette, Alternating Kernel and Mixture Density Estimates, Computational Statistics and Data Analysis, 35, 43-65, 2000.
P. Tao, C.E. Priebe, J.L. Solka, and D.J. Marchette, A Borrowed Strength Spatial Scan Process for Automatic Target Recognition, Technical Report No. 594, Department of Mathematical Sciences, Johns Hopkins University, 1999.
D.J. Marchette and W.L. Poston, Local dimensionality reduction using normal mixtures, Computational Statistics, 14, 469-489, 1999.
D.J. Marchette, A Statistical Method for Profiling Network Traffic, In Proceedings of the Workshop on Intrusion Detection and Network Monitoring, 119-128, 1999.
J. Green, D. Marchette, S. Northcutt and B. Ralph, Analysis Techniques for Detecting Coordinated Attacks and Probes, In Proceedings of the Workshop on Intrusion Detection and Network Monitoring, 1-9, 1999.
M.C. Minnotte, D.J. Marchette and E.J. Wegman, The Bumpy Road to the Mode Forest, Journal of Computational and Graphical Statistics, 7, 239-251, 1998.
D.J. Marchette, J.L. Solka, R. Guidry and J. Green The Advanced Distributed Region of Interest Tool, Pattern Recognition, 31, 2103-2118, 1998.
C.E. Pribe, D.J. Marchette and G.W. Rogers, Segmentation of random fields via borrowed strength density estimation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 19, 494-499, 1997.
D.J. Marchette, R.A. Lorey and C.E. Priebe, An Analysis of Local Feature Extraction in Digital Mammography, Pattern Recognition, 30, 1547-1554, 1997.
D.J. Marchette and E.J. Wegman, The Filtered Mode Tree, Journal of Computational and Graphical Statistics, 6, 143-159, 1997.
D.J. Marchette, C.E. Priebe, G.W. Rogers and J.L. Solka, Filtered Kernel Density Estimation, Computational Statistics, 11, 95--112, 1996.