David J. Marchette

According to our database, David J. Marchette authored at least 38 papers between 1991 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Anomaly Detection from Multilinear Observations via Time-Series Analysis and 3DTPCA.

Jackson Cates, Randy C. Hoover, Kyle A. Caudle, David J. Marchette, Cagri Ozdemir

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph Clustering.

Congyuan Yang, Carey E. Priebe, Youngser Park, David J. Marchette

J. Comput. Graph. Stat., 2021

2019

Categorification of the Müller-Wichards System Performance Estimation Model: Model Symmetries, Invariants, and Closed Forms.

Allen D. Parks, David J. Marchette

Syst., 2019

2015

Security Analytics: Essential Data Analytics Knowledge for Cybersecurity Professionals and Students.

Rakesh M. Verma, Murat Kantarcioglu, David J. Marchette, Ernst L. Leiss, Thamar Solorio

IEEE Secur. Priv., 2015

Utilizing covariates in partially observed networks.

David J. Marchette, Elizabeth Leeds Hohman

Proceedings of the 18th International Conference on Information Fusion, 2015

2013

Mathematical properties of System Readiness Levels.

Eileen McConkie, Thomas A. Mazzuchi, Shahram Sarkani, David J. Marchette

Syst. Eng., 2013

2012

Quantitative Horizon Scanning for Mitigating Technological Surprise: Detecting the Potential for Collaboration at the Interface.

Carey E. Priebe, Jeffrey L. Solka, David J. Marchette, Avory C. Bryant

Stat. Anal. Data Min., 2012

Fusion and inference from multiple data sources in a commensurate space.

Zhiliang Ma, David J. Marchette, Carey E. Priebe

Stat. Anal. Data Min., 2012

Betti numbers of graphs with an application to anomaly detection.

David A. Johannsen, David J. Marchette

Stat. Anal. Data Min., 2012

2011

Fusion of disparate information through joint embeddings.

David J. Marchette, Jeffrey L. Solka

Proceedings of the 14th International Conference on Information Fusion, 2011

2010

Statistical inference on attributed random graphs: Fusion of graph features and content: An experiment on time series of Enron graphs.

Carey E. Priebe, Youngser Park, David J. Marchette, John M. Conroy, John Grothendieck, Allen L. Gorin

Comput. Stat. Data Anal., 2010

2008

Iterative Denoising.

Kendall E. Giles, Michael W. Trosset, David J. Marchette, Carey E. Priebe

Comput. Stat., 2008

Predicting unobserved links in incompletely observed networks.

David J. Marchette, Carey E. Priebe

Comput. Stat. Data Anal., 2008

2007

Enhancing Text Analysis via Dimensionality Reduction.

David G. Underhill, Luke McDowell, David J. Marchette, Jeffrey L. Solka

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

A Dynamic Graph Model for Analyzing Streaming News Documents.

Elizabeth Leeds Hohman, David J. Marchette

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006

Data Analysis of Asymmetric Structures: Advanced Approaches in Computational Statistics.

David J. Marchette

Technometrics, 2006

2005

Scan Statistics on Enron Graphs.

Carey E. Priebe, John M. Conroy, David J. Marchette, Youngser Park

Comput. Math. Organ. Theory, 2005

A Hierarchical Methodology for Class Detection Problems with Skewed Priors.

Christopher K. Eveland, Diego A. Socolinsky, Carey E. Priebe, David J. Marchette

J. Classif., 2005

2004

Integrated Sensing and Processing Decision Trees.

Carey E. Priebe, David J. Marchette, Dennis M. Healy Jr.

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Modeling computer virus prevalence with a susceptible-infected-susceptible model with reintroduction.

John C. Wierman, David J. Marchette

Comput. Stat. Data Anal., 2004

2003

Bayesian Networks and Decision Graphs.

David J. Marchette

Technometrics, 2003

Characterizing the scale dimension of a high-dimensional classification problem.

David J. Marchette, Carey E. Priebe

Pattern Recognit., 2003

Class cover catch digraphs for latent class discovery in gene expression monitoring by DNA microarrays.

Carey E. Priebe, Jeffrey L. Solka, David J. Marchette, B. Ted Clark

Comput. Stat. Data Anal., 2003

Using data images for outlier detection.

David J. Marchette, Jeffrey L. Solka

Comput. Stat. Data Anal., 2003

Classification Using Class Cover Catch Digraphs.

Carey E. Priebe, David J. Marchette, Jason DeVinney, Diego A. Socolinsky

J. Classif., 2003

1999

Local dimensionality reduction.

David J. Marchette, Wendy L. Poston

Comput. Stat., 1999

A Statistical Method for Profiling Network Traffic.

David J. Marchette

Proceedings of the Workshop on Intrusion Detection and Network Monitoring, 1999

Analysis Techniques for Detecting Coordinated Attacks and Probes.

John Green, David J. Marchette, Stephen Northcutt, Bill Ralph

Proceedings of the Workshop on Intrusion Detection and Network Monitoring, 1999

1998

Recursive dimensionality reduction using Fisher's linear discriminant.

Wendy L. Poston, David J. Marchette

Pattern Recognit., 1998

The advanced distributed region of interest tool.

David J. Marchette, Jeffrey L. Solka, R. Guidry, John Green

Pattern Recognit., 1998

Identification of Man-Made Regions in Unmanned Aerial Vehicle Imagery and Videos.

Jeffrey L. Solka, David J. Marchette, B. C. Wallet, V. L. Irwin, George W. Rogers

IEEE Trans. Pattern Anal. Mach. Intell., 1998

1997

An analysis of local feature extraction in digital mammography.

David J. Marchette, Richard A. Lorey, Carey E. Priebe

Pattern Recognit., 1997

Segmentation of Random Fields Via Borrowed Strength Density Estimation.

Carey E. Priebe, David J. Marchette, George W. Rogers

IEEE Trans. Pattern Anal. Mach. Intell., 1997

Mixture-based MAP estimator for image segmentation.

David J. Marchette, Jeffrey L. Solka

Proceedings of the Visual Information Processing VI, Orlando, FL, USA, April 21, 1997, 1997

1995

Mammographic Computer-Assisted Diagnosis using Computational Statistics Pattern Recognition.

Richard A. Lorey, Jeffrey L. Solka, George W. Rogers, David J. Marchette, Carey E. Priebe

Real Time Imaging, 1995

1994

The detection of micro-calcifications in mammographic images using high dimensional features.

Jeffrey L. Solka, Wendy L. Poston, Carey E. Priebe, George W. Rogers, Richard A. Lorey, David J. Marchette, Kevin S. Woods, Kevin W. Bowyer

Proceedings of the Seventh Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'94), 1994

1993

Adaptive mixture density estimation.

Carey E. Priebe, David J. Marchette

Pattern Recognit., 1993

1991

Adaptive mixtures: Recursive nonparametric pattern recognition.

Carey E. Priebe, David J. Marchette

Pattern Recognit., 1991