Shawn Martin

According to our database, Shawn Martin authored at least 30 papers between 2004 and 2023.

Collaborative distances:

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

2023

Mesh distance for dimension reduction and visualization of numerical simulation data.

Shawn Martin, Milosz A. Sielicki, Matthew Letter, Jaxon Gittinger, Warren L. Hunt, Patricia J. Crossno

Proceedings of the Visualization and Data Analysis 2023, 2023

2021

A controlled investigation of behaviorally-cloned deep neural network behaviors in an autonomous steering task.

Michael Teti, William Edward Hahn, Shawn Martin, Christopher Teti, Elan Barenholtz

Robotics Auton. Syst., 2021

2019

VideoSwarm: Analyzing Video Ensembles.

Shawn Martin, Milosz A. Sielicki, Jaxon Gittinger, Matthew Letter, Warren L. Hunt, Patricia J. Crossno

Proceedings of the Visualization and Data Analysis 2019, 2019

2018

A Systematic Comparison of Deep Learning Architectures in an Autonomous Vehicle.

Michael Teti, Elan Barenholtz, Shawn Martin, William Edward Hahn

CoRR, 2018

2017

Understanding Perspectives on Sharing Neutron Data at Oak Ridge National Laboratory.

Devan Ray Donaldson, Shawn Martin, Thomas Proffen

Data Sci. J., 2017

Textual analysis and the history of scholarly communication.

Shawn Martin

Proceedings of the Diversity of Engagement: Connecting People and Information in the Physical and Virtual Worlds, 2017

2016

Interactive Visualization of Multivariate Time Series Data.

Shawn Martin, Tu-Toan Quach

Proceedings of the Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, 2016

2015

Using Bipartite Anomaly Features for Cyber Security Applications.

Eric L. Goodman, Joe Ingram, Shawn Martin, Dirk Grunwald

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Slycat Ensemble Analysis of Electrical Circuit Simulations.

Patricia J. Crossno, Timothy M. Shead, Milosz A. Sielicki, Warren L. Hunt, Shawn Martin, Ming-yu Hsieh

Proceedings of the Green in Software Engineering, 2015

2013

Singularity resolution for dimension reduction.

Shawn Martin, Lech Szymanski

Proceedings of the 28th International Conference on Image and Vision Computing New Zealand, 2013

Improved Spectral Clustering Using Adaptive Mahalanobis Distance.

Xiping Fu, Shawn Martin, Steven Mills, Brendan McCane

Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012

Lattice Enumeration for Inverse Molecular Design Using the Signature Descriptor.

Shawn Martin

J. Chem. Inf. Model., 2012

Using graph layout to generalise focus+context image magnification and distortion.

Shawn Martin, Vijay Subramanya, Steven Mills

Proceedings of the Image and Vision Computing New Zealand, 2012

2011

Non-manifold surface reconstruction from high-dimensional point cloud data.

Shawn Martin, Jean-Paul Watson

Comput. Geom., 2011

OpenOrd: an open-source toolbox for large graph layout.

Shawn Martin, W. Michael Brown, Richard Klavans, Kevin W. Boyack

Proceedings of the Visualization and Data Analysis 2011, 2011

2008

Efficient Calculation of Molecular Properties from Simulation Using Kernel Molecular Dynamics.

W. Michael Brown, Ariella Sasson, Donald R. Bellew, Lucy A. Hunsaker, Shawn Martin, Andrei Leitão, Lorraine M. Deck, David L. Vander Jagt, Tudor I. Oprea

J. Chem. Inf. Model., 2008

Genome scale enzyme-metabolite and drug-target interaction predictions using the signature molecular descriptor.

Jean-Loup Faulon, Milind Misra, Shawn Martin, Ken Sale, Rajat Sapra

Bioinform., 2008

2007

Inferring protein-protein interaction networks from protein complex data.

Shawn Martin, Zisu Mao, Linda S. Chan, Suraiya Rasheed

Int. J. Bioinform. Res. Appl., 2007

Boolean dynamics of genetic regulatory networks inferred from microarray time series data.

Shawn Martin, Zhaoduo Zhang, Anthony Martino, Jean-Loup Faulon

Bioinform., 2007

Predicting building contamination using machine learning.

Shawn Martin, Sean McKenna

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

2006

Designing Novel Polymers with Targeted Properties Using the Signature Molecular Descriptor.

W. Michael Brown, Shawn Martin, Mark D. Rintoul, Jean-Loup Faulon

J. Chem. Inf. Model., 2006

The Numerical Stability of Kernel Methods.

Shawn Martin

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2006

An Approximate Version of Kernel PCA.

Shawn Martin

Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006

2005

Reverse engineering chemical structures from molecular descriptors: how many solutions?

Jean-Loup Faulon, W. Michael Brown, Shawn Martin

J. Comput. Aided Mol. Des., 2005

Predicting protein-protein interactions using signature products.

Shawn Martin, Diana C. Roe, Jean-Loup Faulon

Bioinform., 2005

Estimating manifold dimension by inversion error.

Shawn Martin, Alex Bäcker

Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Training Support Vector Machines Using Gilbert's Algorithm.

Shawn Martin

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Inverse Design of Large Molecules using Linear Diophantine Equations.

Shawn Martin, W. Michael Brown, Jean-Loup Faulon, Derick C. Weis, Donald P. Visco

Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

2004

Inferring Genetic Networks from Microarray Data.

Shawn Martin, George Davidson, Elebeoba E. May, Jean-Loup Faulon, Margaret Werner-Washburne

Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

Dynamical Robustness in Gene Regulatory Networks.

Jean-Loup Faulon, Shawn Martin, Robert D. Carr

Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004