Shawn Martin

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Jean-Loup FaulonINRA, Micalis Institute, France and U. Manchester, UKVerified email at inra.fr
W. Michael BrownNVIDIAVerified email at unmalumni.com
Jean-Paul WatsonLawrence Livermore National Laboratory, Livermore, California, USAVerified email at llnl.gov
Cheryl WillmanProfessor of Laboratory Medicine and Pathology; Executive Director, Cancer Programs, Mayo ClinicVerified email at mayo.edu
Kevin BoyackSciTech Strategies, Inc.Verified email at mapofscience.com
MD RintoulAb InitioVerified email at sandia.gov
Susan R. AtlasUniversity of New MexicoVerified email at unm.edu
Evangelos CoutsiasDepartment of Applied Mathematics and Statistics, Stony Brook UniversityVerified email at stonybrook.edu
Richard KlavansSciTech Strategies, Inc.Verified email at mapofscience.com
Donald P. Visco, Jr.Professor of Chemical Engineering,The University of AkronVerified email at uakron.edu
laurel sillerudResearch Professor of Neurology, University of New MexicoVerified email at unm.edu
richard s larsonProfessor, University of New MexicoVerified email at salud.unm.edu
Aidan ThompsonSandia National LaboratoriesVerified email at sandia.gov
Sara PollockUniversity of FloridaVerified email at ufl.edu
Maggie OR Margaret Werner Washbur...University of New MexicoVerified email at unm.edu
Jaewook JooCleveland ClinicVerified email at ccf.org
Charlie E M StraussLos Alamos National LaboratoryVerified email at lanl.gov
Alex Bäcker, Ph.D.Caltech Information Sciences and Technology CouncilVerified email at abinventio.com
Tudor OpreaCEO, Expert Systems IncVerified email at expertsystems.inc
Steven MillsSchool of Computing, University of OtagoVerified email at cs.otago.ac.nz

Shawn Martin

Sandia National Laboratories

Verified email at sandia.gov - Homepage

Machine Learning Data Mining Dimension Reduction


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Predicting protein–protein interactions using signature products S Martin, D Roe, JL Faulon Bioinformatics 21 (2), 218-226, 2005	495	2005
OpenOrd: an open-source toolbox for large graph layout S Martin, WM Brown, R Klavans, KW Boyack Visualization and data analysis 2011 7868, 45-55, 2011	444	2011
Gene expression profiling of adult acute myeloid leukemia identifies novel biologic clusters for risk classification and outcome prediction CS Wilson, GS Davidson, SB Martin, E Andries, J Potter, R Harvey, K Ar, ... Blood 108 (2), 685-696, 2006	261	2006
Boolean dynamics of genetic regulatory networks inferred from microarray time series data S Martin, Z Zhang, A Martino, JL Faulon Bioinformatics 23 (7), 866-874, 2007	219	2007
Genome scale enzyme–metabolite and drug–target interaction predictions using the signature molecular descriptor JL Faulon, M Misra, S Martin, K Sale, R Sapra Bioinformatics 24 (2), 225-233, 2008	205	2008
The signature molecular descriptor: 3. Inverse-quantitative structure–activity relationship of ICAM-1 inhibitory peptides CJ Churchwell, MD Rintoul, S Martin, DP Visco Jr, A Kotu, RS Larson, ... Journal of Molecular Graphics and Modelling 22 (4), 263-273, 2004	133	2004
Topology of cyclo-octane energy landscape S Martin, A Thompson, EA Coutsias, JP Watson The journal of chemical physics 132 (23), 2010	109	2010
Algorithmic dimensionality reduction for molecular structure analysis WM Brown, S Martin, SN Pollock, EA Coutsias, JP Watson The Journal of chemical physics 129 (6), 2008	94	2008
Accelerating phase-field predictions via recurrent neural networks learning the microstructure evolution in latent space C Hu, S Martin, R Dingreville Computer Methods in Applied Mechanics and Engineering 397, 115128, 2022	64	2022
Designing novel polymers with targeted properties using the signature molecular descriptor WM Brown, S Martin, MD Rintoul, JL Faulon Journal of chemical information and modeling 46 (2), 826-835, 2006	51	2006
Reverse engineering chemical structures from molecular descriptors: how many solutions? JL Faulon, WM Brown, S Martin Journal of computer-aided molecular design 19, 637-650, 2005	32	2005
Sensitivity Analysis of a Computational Model of the IKK–NF‐κB–IκBα–A20 Signal Transduction Network J Joo, S Plimpton, S Martin, L Swiler, JL FAULON Annals of the New York Academy of Sciences 1115 (1), 221-239, 2007	31	2007
Random removal of edges from scale free graphs S Martin, RD Carr, JL Faulon Physica A: Statistical Mechanics and its Applications 371 (2), 870-876, 2006	30	2006
Non-manifold surface reconstruction from high-dimensional point cloud data S Martin, JP Watson Computational Geometry 44 (8), 427-441, 2011	27	2011
Training support vector machines using gilbert's algorithm S Martin Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005	26	2005
Screening for high conductivity/low viscosity ionic liquids using product descriptors S Martin, HD Pratt III, TM Anderson Molecular Informatics 36 (7), 1600125, 2017	24	2017
Sparse methods in spectroscopy: an introduction, overview, and perspective E Andries, S Martin Applied spectroscopy 67 (6), 579-593, 2013	24	2013
Lattice Enumeration for Inverse Molecular Design Using the Signature Descriptor S Martin Journal of Chemical Information and Modeling 52 (7), 1787-1797, 2012	20	2012
A survey of machine learning methods for secondary and supersecondary protein structure prediction. HK Ho, L Zhang, K Ramamohanarao, S Martin Methods in molecular biology (Clifton, NJ) 932, 87, 2013	16	2013
Interactive visualization of multivariate time series data S Martin, TT Quach International Conference on Augmented Cognition, 322-332, 2016	13	2016

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