Papers

Journal Articles

2016

Persistent Homology in Graph Power Filtrations Parks, Marchette, Royal Society Open Science, 3: 160228. http://dx.doi.org/10.1098/rsos.160228.

2013

Modeling Low-Dose Mortality and Disease Incubation Period of Inhalational Anthrax in the Rabbit. Gutting, Marchette, et al., Journal of Theoretical Biology 329 (2013) 20-31.

Neighborhood Homogeneous Labelings of Graphs Marchette, Choi, Rukhin, Priebe, Journal of Combinatorial Mathematics and Combinatorial Computing, accepted for publication, 2013.

Manifold Matching: Joint Optimization of Fidelity and Commensurability Priebe, Marchette, Ma and Adali, Brazilian Journal of Probability and Statistics, Vol. 27, No. 3, pp. 377-400, May, 2013.

2012

Betti Numbers of Graphs with an Application to Anomaly Detection Johannsen and Marchette, Statistical Analysis and Data Mining, 5, 235-249, 2012.

Quantitative Horizon Scanning for Mitigating Technological Surprise: Detecting the potential for collaboration at the interface Priebe, Solka, Marchette and Bryant, Statistical Analysis and Data Mining, 5, 178-186, 2012.

Fusion and Inference from Multiple Data Sources in Commensurate Space, Ma, Marchette and Priebe, Statistical Analysis and Data Mining, Vol. 5, 187-193, 2012.

Scan Statistics on Graphs Marchette, Wiley Interdisciplinary Reviews: Computational Statistics, 4, 466-473, 2012.

2010

Class Cover Catch Digraphs Marchette, Wiley Interdisciplinary Reviews: Computational Statistics, 2, 171-177, 2010.

Statistical inference on attributed random graphs: Fusion of graph features and content: An experiment on time series of Enron graphs Priebe, Park, Marchette, Conroy, Grothendieck and Gorin, Computational Statistics and Data Analysis, 54, 1766-2776, 2010.

2008-2009

Filtered Kernel Density Estimation Marchette, Wiley Interdisciplinary Reviews: Computational Statistics, 1, 106-109, 2009.

On the minimization of concave information functionals for unsupervised classification via decision trees Karakos, Khudanpur, Marchette, Papamarcou and Priebe, Statistics and Probability Letters, 78, 975-984, 2008.

Iterative Denoising Computational Statistics, 23, 497-517, 2008.

Predicting unobserved links in incompletely observed networks Marchette and Priebe, Computational Statistics and Data Analysis, 52, 1373-1386, 2008.

Scan Statistics for Interstate Alliance Graphs Marchette and Priebe, Connections, 28, 43-64, 2008.

2001-2007

A new family of random graphs for testing spatial segregation Ceyhan, Priebe and Marchette, The Canadian Journal of Statistics, 35, 1-24, 2007.

Scan Statistics on Enron Graphs Priebe, Conroy, Marchette and Park, Computational and Mathematical Organization Theory, 11, 229-247, 2005.

A Hierarchical Methodology for Class Detection Problems with Skewed Priors Eveland, Socolinsky, Priebe and Marchette, Journal of Classification 22, 17-48 2005.

Statistical Analysis of Network Data for Cybersecurity Marchette and Wegman, Chance, 17, 9-19, 2004.

On Some Techniques for Streaming Data: A Case Study of Internet Packet Headers Wegman and Marchette, Journal of Computational and Graphical Statistics, 12, 893-914, 2003.

Classification Using Class Cover Catch Digraphs Priebe, Marchette, DeVinney and Socolinsky, Journal of Classification, 20, 3-23, 2003.

Using Data Images for Outlier Detection Marchette and Solka, Computational Statistics and Data Analysis, 43, 541-552, 2003.

Consistent Estimation of Mixture Complexity James, Priebe, and Marchette, Annals of Statistics, 29, 1291-1296, 2001.

On the distribution of the domination number for random class cover catch digraphs Priebe, DeVinney and Marchette, Statistics & Probability Letters, 55, 239-246, 2001.

2000 and earlier

Alternating kernel and mixture density estimates Priebe and Marchette, Computational Statistics and Data Analysis, 35, 43-65, 2000.

Recursive Dimensionality Reduction Using Fisher's Linear Discriminant Poston and Marchette, Pattern Recognition, 31, 881-888, 1998.

The Filtered Mode Tree Marchette and Wegman, Journal of Computational and Graphical Statistics, 6, 143-159, 1997.

Filtered Kernel Density Estimation, Marchette, Priebe, Rogers and Solka, Computational Statistics, 11, 95-112, 1996.

Books

D.J. Marchette, Random Graphs for Statistical Pattern Recognition, John Wiley & Sons, 2004.

D.J. Marchette, Computer Intrusion Detection and Network Monitoring: A Statistical Viewpoint, Springer Verlag, 2001.

Chapters

Network Intrusion Detection Marchette, in Handbook of Computational Statistics: Concepts and Methods, Gentle, Hardle and Mori, editors, 2004, 1029-1051, 2004.

Mining Computer Security Data Marchette, Handbook of Statistics, Vol 23, Data Mining and Computation in Statistics, 77-108, 2005.

Passive detection of denial of service attacks on the Internet Marchette, Statistical Methods in Computer Security, Chen, editor, Marcel Dekker, 2003.

Unpublished Papers

A central limit theorem for scaled eigenvectors of random dot product graphs Athera, Lyzinsky, Marchette, Priebe, Sussman and Tang.

Betti Numbers of Graphs Johannsen and Marchette, Submitted to Statistical Analysis and Data Mining.

Fusion and Inference from Multiple Data Sources in a Commensurate Space Ma, Marchette and Priebe. Submitted to Statistical Analysis and Data Mining.

Splitting Cycles in Graphs Johannsen and Marchette.

Chordal Graphs and Minimal Free Resolutions Marchette and Johannsen.

Modeling Interstate Alliances with Constrained Random Dot Product Graphs Marchette and Priebe.

Modeling Interstate Alliances with Constrained Random Dot Product Graphs Marchette and Priebe - Old version.

Fast Face Detection with a Boosted CCCD Classifier JHU Technical Report 634, Dept. of Math. Sciences, 2002.

Conference Papers

Tracking Disease Outbreaks in Twitter Out-of-Language Documents Marchette and Hohman, Joint Statistics Meetings, 2014.

A Dissimilarity Approach to Detecting Out-of-Language Documents Yancey and Marchette, International Statistical Institute Meeting, 2009.

Scan Statistics on Enron Hypergraphs Park, Priebe, Marchette, Youssef.

Detecting Anomalous Documents in a Corpus-driven Language Model Yancey, Marchette, Joint Statistics Meetings, 2009.

Implicit translation of Wikipediae via Random Graph Embeddings Marchette, Hohman and Priebe, International Statistical Institute Meeting, 2009.

Utilizing External Information in Social Networks Marchette, Joint Statistics Meetings, 2009.

Using Social Space Models for Inference on Missing Nodes Marchette, Joint Statistics Meetings, 2008.

Minimal Free Resolutions of Enron Graphs Hawaii International Conference on Statistics, Mathematics and Related Fields, 2008.

Stochastic Equivalence Clustering Using Random Dot Product Graphs Marchette and Priebe, Hawaii International Conference on Statistics, Mathematics and Related Fields, 2006.

A Dynamic Graph Model for Analyzing Streaming News Documents Hohman and Marchette, IEEE International Conference on Information Reuse and Integration, 2007.

Iterative Denoising for Cross-Corpus Discovery Priebe, Marchette, Park, et al., CompStat 2004.

Abstract: Implicit translation of Wikipediae via Random Graph Embeddings Marchette, Hohman and Priebe, International Statistical Institute Meeting, 2009.

Posters

Using Twitter to Detect and Investigate Disease Outbreaks International Society of Desease Surveillance, 2014.

Neuronal Classification from Network Connectivity.

Tracking Hurricane Sandy Through Twitter

An Application of Integrated Sensing and Processing Decision Trees for Target Detection and Localization on Digital Mirror Array Imagery Priebe, Marchette, Park and Muise.

Iterative Denoising for Adaptive Sensors Marchette, Priebe, Park and Karakos.