David J. Marchette

According to our database1, David J. Marchette authored at least 38 papers between 1991 and 2022.

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Bibliography

2022
Anomaly Detection from Multilinear Observations via Time-Series Analysis and 3DTPCA.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021
Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph Clustering.
J. Comput. Graph. Stat., 2021

2019
Categorification of the Müller-Wichards System Performance Estimation Model: Model Symmetries, Invariants, and Closed Forms.
Syst., 2019

2015
Security Analytics: Essential Data Analytics Knowledge for Cybersecurity Professionals and Students.
IEEE Secur. Priv., 2015

Utilizing covariates in partially observed networks.
Proceedings of the 18th International Conference on Information Fusion, 2015

2013
Mathematical properties of System Readiness Levels.
Syst. Eng., 2013

2012
Quantitative Horizon Scanning for Mitigating Technological Surprise: Detecting the Potential for Collaboration at the Interface.
Stat. Anal. Data Min., 2012

Fusion and inference from multiple data sources in a commensurate space.
Stat. Anal. Data Min., 2012

Betti numbers of graphs with an application to anomaly detection.
Stat. Anal. Data Min., 2012

2011
Fusion of disparate information through joint embeddings.
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.
Comput. Stat. Data Anal., 2010

2008
Iterative Denoising.
Comput. Stat., 2008

Predicting unobserved links in incompletely observed networks.
Comput. Stat. Data Anal., 2008

2007
Enhancing Text Analysis via Dimensionality Reduction.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

A Dynamic Graph Model for Analyzing Streaming News Documents.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006
Data Analysis of Asymmetric Structures: Advanced Approaches in Computational Statistics.
Technometrics, 2006

2005
Scan Statistics on Enron Graphs.
Comput. Math. Organ. Theory, 2005

A Hierarchical Methodology for Class Detection Problems with Skewed Priors.
J. Classif., 2005

2004
Integrated Sensing and Processing Decision Trees.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Modeling computer virus prevalence with a susceptible-infected-susceptible model with reintroduction.
Comput. Stat. Data Anal., 2004

2003
Bayesian Networks and Decision Graphs.
Technometrics, 2003

Characterizing the scale dimension of a high-dimensional classification problem.
Pattern Recognit., 2003

Class cover catch digraphs for latent class discovery in gene expression monitoring by DNA microarrays.
Comput. Stat. Data Anal., 2003

Using data images for outlier detection.
Comput. Stat. Data Anal., 2003

Classification Using Class Cover Catch Digraphs.
J. Classif., 2003

1999
Local dimensionality reduction.
Comput. Stat., 1999

A Statistical Method for Profiling Network Traffic.
Proceedings of the Workshop on Intrusion Detection and Network Monitoring, 1999

Analysis Techniques for Detecting Coordinated Attacks and Probes.
Proceedings of the Workshop on Intrusion Detection and Network Monitoring, 1999

1998
Recursive dimensionality reduction using Fisher's linear discriminant.
Pattern Recognit., 1998

The advanced distributed region of interest tool.
Pattern Recognit., 1998

Identification of Man-Made Regions in Unmanned Aerial Vehicle Imagery and Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

1997
An analysis of local feature extraction in digital mammography.
Pattern Recognit., 1997

Segmentation of Random Fields Via Borrowed Strength Density Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Mixture-based MAP estimator for image segmentation.
Proceedings of the Visual Information Processing VI, Orlando, FL, USA, April 21, 1997, 1997

1995
Mammographic Computer-Assisted Diagnosis using Computational Statistics Pattern Recognition.
Real Time Imaging, 1995

1994
The detection of micro-calcifications in mammographic images using high dimensional features.
Proceedings of the Seventh Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'94), 1994

1993
Adaptive mixture density estimation.
Pattern Recognit., 1993

1991
Adaptive mixtures: Recursive nonparametric pattern recognition.
Pattern Recognit., 1991


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