Shawn Martin

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 8

Top Topics

Interactive Visualization

Constrained Spectral Clustering

Mahalanobis Distance

Dimension Reduction

Top Venues

Visualization and Data Analysis

Publications

Shawn Martin, Milosz A. Sielicki, Matthew Letter, Jaxon Gittinger, Warren L. Hunt, Patricia J. Crossno
Mesh distance for dimension reduction and visualization of numerical simulation data. Visualization and Data Analysis (2023)
Michael Teti, William Edward Hahn, Shawn Martin, Christopher Teti, Elan Barenholtz
A controlled investigation of behaviorally-cloned deep neural network behaviors in an autonomous steering task. Robotics Auton. Syst. 142 (2021)
Shawn Martin, Milosz A. Sielicki, Jaxon Gittinger, Matthew Letter, Warren L. Hunt, Patricia J. Crossno
VideoSwarm: Analyzing Video Ensembles. Visualization and Data Analysis (2019)
Michael Teti, Elan Barenholtz, Shawn Martin, William Edward Hahn
A Systematic Comparison of Deep Learning Architectures in an Autonomous Vehicle. CoRR (2018)
Devan Ray Donaldson, Shawn Martin, Thomas Proffen
Understanding Perspectives on Sharing Neutron Data at Oak Ridge National Laboratory. Data Sci. J. 16 (2017)
Shawn Martin
Textual analysis and the history of scholarly communication. ASIST (2017)
Shawn Martin, Tu-Toan Quach
Interactive Visualization of Multivariate Time Series Data. HCI (14) (2016)
Eric L. Goodman, Joe Ingram, Shawn Martin, Dirk Grunwald
Using Bipartite Anomaly Features for Cyber Security Applications. ICMLA (2015)
Xiping Fu, Shawn Martin, Steven Mills, Brendan McCane
Improved Spectral Clustering Using Adaptive Mahalanobis Distance. ACPR (2013)
Shawn Martin, Lech Szymanski
Singularity resolution for dimension reduction. IVCNZ (2013)
Shawn Martin, Vijay Subramanya, Steven Mills
Using graph layout to generalise focus+context image magnification and distortion. IVCNZ (2012)
Shawn Martin
Lattice Enumeration for Inverse Molecular Design Using the Signature Descriptor. J. Chem. Inf. Model. 52 (7) (2012)
Shawn Martin, Jean-Paul Watson
Non-manifold surface reconstruction from high-dimensional point cloud data. Comput. Geom. 44 (8) (2011)
Shawn Martin, W. Michael Brown, Richard Klavans, Kevin W. Boyack
OpenOrd: an open-source toolbox for large graph layout. Visualization and Data Analysis (2011)
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
Efficient Calculation of Molecular Properties from Simulation Using Kernel Molecular Dynamics. J. Chem. Inf. Model. 48 (8) (2008)
Jean-Loup Faulon, Milind Misra, Shawn Martin, Ken Sale, Rajat Sapra
Genome scale enzyme-metabolite and drug-target interaction predictions using the signature molecular descriptor. Bioinform. 24 (2) (2008)
Shawn Martin, Zisu Mao, Linda S. Chan, Suraiya Rasheed
Inferring protein-protein interaction networks from protein complex data. Int. J. Bioinform. Res. Appl. 3 (4) (2007)
Shawn Martin, Zhaoduo Zhang, Anthony Martino, Jean-Loup Faulon
Boolean dynamics of genetic regulatory networks inferred from microarray time series data. Bioinform. 23 (7) (2007)
Shawn Martin, Sean McKenna
Predicting building contamination using machine learning. ICMLA (2007)
Shawn Martin
An Approximate Version of Kernel PCA. ICMLA (2006)
W. Michael Brown, Shawn Martin, Mark D. Rintoul, Jean-Loup Faulon
Designing Novel Polymers with Targeted Properties Using the Signature Molecular Descriptor. J. Chem. Inf. Model. 46 (2) (2006)
Shawn Martin
The Numerical Stability of Kernel Methods. AI&M (2006)
Shawn Martin, W. Michael Brown, Jean-Loup Faulon, Derick C. Weis, Donald P. Visco
Inverse Design of Large Molecules using Linear Diophantine Equations. CSB Workshops (2005)
Shawn Martin, Alex Bäcker
Estimating manifold dimension by inversion error. SAC (2005)
Jean-Loup Faulon, W. Michael Brown, Shawn Martin
Reverse engineering chemical structures from molecular descriptors: how many solutions? J. Comput. Aided Mol. Des. 19 (9-10) (2005)
Shawn Martin
Training Support Vector Machines Using Gilbert's Algorithm. ICDM (2005)
Shawn Martin, Diana C. Roe, Jean-Loup Faulon
Predicting protein-protein interactions using signature products. Bioinform. 21 (2) (2005)
Jean-Loup Faulon, Shawn Martin, Robert D. Carr
Dynamical Robustness in Gene Regulatory Networks. CSB (2004)
Shawn Martin, George Davidson, Elebeoba E. May, Jean-Loup Faulon, Margaret Werner-Washburne
Inferring Genetic Networks from Microarray Data. CSB (2004)