David J. Marchette

Publication Activity (10 Years)

Years Active: 1991-2021
Publications (10 Years): 3

Top Topics

Partially Observed

Model Selection

Graph Clustering

Top Venues

J. Comput. Graph. Stat.

Publications

Congyuan Yang, Carey E. Priebe, Youngser Park, David J. Marchette
Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph Clustering. J. Comput. Graph. Stat. 30 (2) (2021)
Allen D. Parks, David J. Marchette
Categorification of the Müller-Wichards System Performance Estimation Model: Model Symmetries, Invariants, and Closed Forms. Syst. 7 (1) (2019)
Congyuan Yang, Carey E. Priebe, Youngser Park, David J. Marchette
Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph Clustering. CoRR (2019)
David J. Marchette, Elizabeth Leeds Hohman
Utilizing covariates in partially observed networks. FUSION (2015)
Rakesh M. Verma, Murat Kantarcioglu, David J. Marchette, Ernst L. Leiss, Thamar Solorio
Security Analytics: Essential Data Analytics Knowledge for Cybersecurity Professionals and Students. IEEE Secur. Priv. 13 (6) (2015)
Eileen McConkie, Thomas A. Mazzuchi, Shahram Sarkani, David J. Marchette
Mathematical properties of System Readiness Levels. Syst. Eng. 16 (4) (2013)
David A. Johannsen, David J. Marchette
Betti numbers of graphs with an application to anomaly detection. Stat. Anal. Data Min. 5 (3) (2012)
Zhiliang Ma, David J. Marchette, Carey E. Priebe
Fusion and inference from multiple data sources in a commensurate space. Stat. Anal. Data Min. 5 (3) (2012)
Carey E. Priebe, Jeffrey L. Solka, David J. Marchette, Avory C. Bryant
Quantitative Horizon Scanning for Mitigating Technological Surprise: Detecting the Potential for Collaboration at the Interface. Stat. Anal. Data Min. 5 (3) (2012)
David J. Marchette, Jeffrey L. Solka
Fusion of disparate information through joint embeddings. FUSION (2011)
Carey E. Priebe, Youngser Park, David J. Marchette, John M. Conroy, John Grothendieck, Allen L. Gorin
Statistical inference on attributed random graphs: Fusion of graph features and content: An experiment on time series of Enron graphs. Comput. Stat. Data Anal. 54 (7) (2010)
David J. Marchette, Carey E. Priebe
Predicting unobserved links in incompletely observed networks. Comput. Stat. Data Anal. 52 (3) (2008)
Kendall E. Giles, Michael W. Trosset, David J. Marchette, Carey E. Priebe
Iterative Denoising. Comput. Stat. 23 (4) (2008)
Elizabeth Leeds Hohman, David J. Marchette
A Dynamic Graph Model for Analyzing Streaming News Documents. CIDM (2007)
David G. Underhill, Luke McDowell, David J. Marchette, Jeffrey L. Solka
Enhancing Text Analysis via Dimensionality Reduction. IRI (2007)
David J. Marchette
Data Analysis of Asymmetric Structures: Advanced Approaches in Computational Statistics. Technometrics 48 (2) (2006)
Christopher K. Eveland, Diego A. Socolinsky, Carey E. Priebe, David J. Marchette
A Hierarchical Methodology for Class Detection Problems with Skewed Priors. J. Classif. 22 (1) (2005)
Carey E. Priebe, John M. Conroy, David J. Marchette, Youngser Park
Scan Statistics on Enron Graphs. Comput. Math. Organ. Theory 11 (3) (2005)
John C. Wierman, David J. Marchette
Modeling computer virus prevalence with a susceptible-infected-susceptible model with reintroduction. Comput. Stat. Data Anal. 45 (1) (2004)
Carey E. Priebe, David J. Marchette, Dennis M. Healy Jr.
Integrated Sensing and Processing Decision Trees. IEEE Trans. Pattern Anal. Mach. Intell. 26 (6) (2004)
Carey E. Priebe, David J. Marchette, Jason DeVinney, Diego A. Socolinsky
Classification Using Class Cover Catch Digraphs. J. Classif. 20 (1) (2003)
David J. Marchette
Bayesian Networks and Decision Graphs. Technometrics 45 (2) (2003)
Carey E. Priebe, Jeffrey L. Solka, David J. Marchette, B. Ted Clark
Class cover catch digraphs for latent class discovery in gene expression monitoring by DNA microarrays. Comput. Stat. Data Anal. 43 (4) (2003)
David J. Marchette, Jeffrey L. Solka
Using data images for outlier detection. Comput. Stat. Data Anal. 43 (4) (2003)
David J. Marchette, Carey E. Priebe
Characterizing the scale dimension of a high-dimensional classification problem. Pattern Recognit. 36 (1) (2003)
David J. Marchette
A Statistical Method for Profiling Network Traffic. Workshop on Intrusion Detection and Network Monitoring (1999)
David J. Marchette, Wendy L. Poston
Local dimensionality reduction. Comput. Stat. 14 (4) (1999)
John Green, David J. Marchette, Stephen Northcutt, Bill Ralph
Analysis Techniques for Detecting Coordinated Attacks and Probes. Workshop on Intrusion Detection and Network Monitoring (1999)
Jeffrey L. Solka, David J. Marchette, B. C. Wallet, V. L. Irwin, George W. Rogers
Identification of Man-Made Regions in Unmanned Aerial Vehicle Imagery and Videos. IEEE Trans. Pattern Anal. Mach. Intell. 20 (8) (1998)
David J. Marchette, Jeffrey L. Solka, R. Guidry, John Green
The advanced distributed region of interest tool. Pattern Recognit. 31 (12) (1998)
Wendy L. Poston, David J. Marchette
Recursive dimensionality reduction using Fisher's linear discriminant. Pattern Recognit. 31 (7) (1998)
Carey E. Priebe, David J. Marchette, George W. Rogers
Segmentation of Random Fields Via Borrowed Strength Density Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 19 (5) (1997)
David J. Marchette, Richard A. Lorey, Carey E. Priebe
An analysis of local feature extraction in digital mammography. Pattern Recognit. 30 (9) (1997)
David J. Marchette, Jeffrey L. Solka
Mixture-based MAP estimator for image segmentation. Visual Information Processing (1997)
Richard A. Lorey, Jeffrey L. Solka, George W. Rogers, David J. Marchette, Carey E. Priebe
Mammographic Computer-Assisted Diagnosis using Computational Statistics Pattern Recognition. Real Time Imaging 1 (2) (1995)
Jeffrey L. Solka, Wendy L. Poston, Carey E. Priebe, George W. Rogers, Richard A. Lorey, David J. Marchette, Kevin S. Woods, Kevin W. Bowyer
The detection of micro-calcifications in mammographic images using high dimensional features. CBMS (1994)
Carey E. Priebe, David J. Marchette
Adaptive mixture density estimation. Pattern Recognit. 26 (5) (1993)
Carey E. Priebe, David J. Marchette
Adaptive mixtures: Recursive nonparametric pattern recognition. Pattern Recognit. 24 (12) (1991)