J. S. Marron

According to our database, J. S. Marron authored at least 72 papers between 1999 and 2023.

Collaborative distances:

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

2023

The Poisson distribution model fits UMI-based single-cell RNA-sequencing data.

Yue Pan, T. Landis Justin, Razia Moorad, Di Wu, J. S. Marron, Dirk P. Dittmer

BMC Bioinform., December, 2023

Geometric and Statistical Models for Analysis of Two-Object Complexes.

Zhiyuan Liu, James N. Damon, J. S. Marron, Stephen M. Pizer

Int. J. Comput. Vis., August, 2023

Analysis of Joint Shape Variation from Multi-Object Complexes.

Zhiyuan Liu, Jörn Schulz, Mohsen Taheri, Martin Styner, James N. Damon, Stephen M. Pizer, J. S. Marron

J. Math. Imaging Vis., June, 2023

Jackstraw inference for AJIVE data integration.

Xi Yang, Katherine A. Hoadley, Jan Hannig, J. S. Marron

Comput. Stat. Data Anal., April, 2023

Variable screening based on Gaussian Centered L-moments.

Hyowon An, Kai Zhang, Hannu Oja, J. S. Marron

Comput. Stat. Data Anal., 2023

miRcorrNetPro: Unraveling Algorithmic Insights through Cross-Validation in Multi-Omics Integration for Comprehensive Data Analysis.

Miray Unlu Yazici, Malik Yousef, J. S. Marron, Burcu Bakir-Gungor

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Skeletons, Object Shape, Statistics.

Stephen M. Pizer, J. S. Marron, James N. Damon, Jared Vicory, Akash Krishna, Zhiyuan Liu, Mohsen Taheri

Frontiers Comput. Sci., 2022

Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images.

Yi Cui, Yao Li, Jayson R. Miedema, Sherif Farag, J. S. Marron, Nancy E. Thomas

CoRR, 2022

2021

diproperm: An R Package for the DiProPerm Test.

Andrew G. Allmon, J. S. Marron, Michael G. Hudgens

R J., 2021

Non-Euclidean Analysis of Joint Variations in Multi-Object Shapes.

Zhiyuan Liu, Jörn Schulz, Mohsen Taheri, Martin Styner, James N. Damon, Stephen M. Pizer, J. S. Marron

CoRR, 2021

Dental microfracture detection using wavelet features and machine learning.

Jared Vicory, Ramraj Chandradevan, Pablo Hernandez-Cerdan, Wei Angel Huang, Dani Fox, Laith Abu Qdais, Matthew McCormick, André Mol, Rick Walter, J. S. Marron, Hassem Geha, Asma Khan, Beatriz Paniagua

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

2019

dr4pl: A Stable Convergence Algorithm for the 4 Parameter Logistic Model.

Hyowon An, T. Landis Justin, G. Bailey Aubrey, James Stephen Marron, Dirk P. Dittmer

R J., 2019

Deep Multi-View Learning via Task-Optimal CCA.

Heather D. Couture, Roland Kwitt, J. S. Marron, Melissa A. Troester, Charles M. Perou, Marc Niethammer

CoRR, 2019

Advanced statistical analysis to classify high dimensionality textural probability-distribution matrices.

Jack Prothero, Jean-Baptiste Vimort, Antonio C. Ruellas, J. S. Marron, Matthew McCormick, Pablo Hernandez-Cerdan, Lucia H. S. Cevidanes, Erika Benavides, Beatriz Paniagua

Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

Methods for quantitative characterization of bone injury from computed-tomography images.

Pablo Hernandez-Cerdan, Beatriz Paniagua, Jack Prothero, J. S. Marron, Eric Livingston, Ted Bateman, Matthew McCormick

Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

2018

Relative Optimality Conditions and Algorithms for Treespace Fréchet Means.

Sean Skwerer, J. Scott Provan, J. S. Marron

SIAM J. Optim., 2018

Angle-based joint and individual variation explained.

Qing Feng, Meilei Jiang, Jan Hannig, J. S. Marron

J. Multivar. Anal., 2018

Multiple Instance Learning for Heterogeneous Images: Training a CNN for Histopathology.

Heather D. Couture, J. S. Marron, Charles M. Perou, Melissa A. Troester, Marc Niethammer

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Detection of bone loss via subchondral bone analysis.

Jean-Baptiste Vimort, Antonio C. Ruellas, Jack Prothero, J. S. Marron, Matthew McCormick, Lucia H. S. Cevidanes, Erika Benavides, Beatriz Paniagua

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

2017

JIVE integration of imaging and behavioral data.

Qunqun Yu, Benjamin B. Risk, Kai Zhang, J. S. Marron

NeuroImage, 2017

Geometric Insights into Support Vector Machine Behavior using the KKT Conditions.

Iain Carmichael, J. S. Marron

CoRR, 2017

Distance weighted discrimination of face images for gender classification.

Mónica Benito, Eduardo García-Portugués, J. S. Marron, Daniel Peña

CoRR, 2017

2016

Large-margin classification with multiple decision rules.

Patrick K. Kimes, David Neil Hayes, J. S. Marron, Yufeng Liu

Stat. Anal. Data Min., 2016

Non-Euclidean classification of medically imaged objects via s-reps.

Jun-Pyo Hong, Jared Vicory, Jörn Schulz, Martin Styner, J. S. Marron, Stephen M. Pizer

Medical Image Anal., 2016

A General Framework for Consistency of Principal Component Analysis.

Dan Shen, Haipeng Shen, J. S. Marron

J. Mach. Learn. Res., 2016

Non-linear Hypothesis Testing of Geometric Object Properties of Shapes Applied to Hippocampi.

Jörn Schulz, Stephen M. Pizer, J. S. Marron, Fred Godtliebsen

J. Math. Imaging Vis., 2016

2015

Nested nonnegative cone analysis.

Lingsong Zhang, Shu Lu, J. S. Marron

Comput. Stat. Data Anal., 2015

Appearance normalization of histology slides.

Jared Vicory, Heather D. Couture, Nancy E. Thomas, David Borland, J. S. Marron, John T. Woosley, Marc Niethammer

Comput. Medical Imaging Graph., 2015

Validation of CBCT for the computation of textural biomarkers.

Beatriz Paniagua, Antonio Carlos Ruellas, Erika Benavides, Steve Marron, Larry Wolford, Lucia H. S. Cevidanes

Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

Hierarchical task-driven feature learning for tumor histology.

Heather D. Couture, J. S. Marron, Nancy E. Thomas, Charles M. Perou, Marc Niethammer

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014

Prinsimp.

Jonathan Zhang, Nancy Heckman, Davor Cubranic, Joel G. Kingsolver, Travis Gaydos, J. S. Marron

R J., 2014

Quantifying anatomical shape variations in neurological disorders.

Nikhil Singh, P. Thomas Fletcher, J. Samuel Preston, Richard D. King, J. S. Marron, Michael W. Weiner, Sarang C. Joshi

Medical Image Anal., 2014

Statistical atlas construction via weighted functional boxplots.

Yi Hong, Brad Davis, J. S. Marron, Roland Kwitt, Nikhil Singh, Julia S. Kimbell, Elizabeth Pitkin, Richard Superfine, Stephanie Davis, Carlton J. Zdanski, Marc Niethammer

Medical Image Anal., 2014

Asymptotics of hierarchical clustering for growing dimension.

Petro Borysov, Jan Hannig, J. S. Marron

J. Multivar. Anal., 2014

Tree-Oriented Analysis of Brain Artery Structure.

Sean Skwerer, Elizabeth Bullitt, Stephan Huckemann, Ezra Miller, Ipek Oguz, Megan Owen, Vic Patrangenaru, J. Scott Provan, J. S. Marron

J. Math. Imaging Vis., 2014

Backwards Principal Component Analysis and Principal Nested Relations.

James N. Damon, J. S. Marron

J. Math. Imaging Vis., 2014

Topological Descriptors of Histology Images.

Nikhil Singh, Heather D. Couture, J. S. Marron, Charles M. Perou, Marc Niethammer

Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

2013

Consistency of sparse PCA in High Dimension, Low Sample Size contexts.

Dan Shen, Haipeng Shen, J. S. Marron

J. Multivar. Anal., 2013

Comparison of binary discrimination methods for high dimension low sample size data.

Addy Bolívar-Cimé, J. S. Marron

J. Multivar. Anal., 2013

Weighted Functional Boxplot with Application to Statistical Atlas Construction.

Yi Hong, Brad Davis, J. S. Marron, Roland Kwitt, Marc Niethammer

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Nested Sphere Statistics of Skeletal Models.

Stephen M. Pizer, Sungkyu Jung, Dibyendusekhar Goswami, Jared Vicory, Xiaojie Zhao, Ritwik Chaudhuri, James N. Damon, Stephan Huckemann, J. S. Marron

Proceedings of the Innovations for Shape Analysis, Models and Algorithms, 2013

2012

Boundary behavior in High Dimension, Low Sample Size asymptotics of PCA.

Sungkyu Jung, Arusharka Sen, J. S. Marron

J. Multivar. Anal., 2012

ReQON: a Bioconductor package for recalibrating quality scores from next-generation sequencing data.

Christopher R. Cabanski, Keary Cavin, Chris Bizon, Matthew D. Wilkerson, Joel S. Parker, Kirk C. Wilhelmsen, Charles M. Perou, J. S. Marron, D. Neil Hayes

BMC Bioinform., 2012

R/DWD: distance-weighted discrimination for classification, visualization and batch adjustment.

Hanwen Huang, Xiaosun Lu, Yufeng Liu, Perry Haaland, J. S. Marron

Bioinform., 2012

2010

Multi-Object Analysis of Volume, Pose, and Shape Using Statistical Discrimination.

Kevin Gorczowski, Martin Styner, Ja-Yeon Jeong, J. S. Marron, Joseph Piven, Heather Cody Hazlett, Stephen M. Pizer, Guido Gerig

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Analysis of dependence among size, rate and duration in internet flows

Cheolwoo Park, Félix Hernández-Campos, J. S. Marron, Kevin Jeffay, F. Donelson Smith

CoRR, 2010

Efficiency clustering for low-density microarrays and its application to QPCR.

Eric F. Lock, Ryan Ziemiecki, J. S. Marron, Dirk P. Dittmer

BMC Bioinform., 2010

Speculation on the generality of the backward stepwise view of PCA.

J. S. Marron, Sungkyu Jung, Ian L. Dryden

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Multivariate Statistical Analysis of Deformation Momenta Relating Anatomical Shape to Neuropsychological Measures.

Nikhil Singh, P. Thomas Fletcher, J. Samuel Preston, Linh K. Ha, Richard D. King, James Stephen Marron, Michael Wiener, Sarang C. Joshi

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Appearance Normalization of Histology Slides.

Marc Niethammer, David Borland, J. S. Marron, John T. Woosley, Nancy E. Thomas

Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

2009

A Method for Normalizing Histology Slides for Quantitative Analysis.

Marc Macenko, Marc Niethammer, J. S. Marron, David Borland, John T. Woosley, Xiaojun Guan, Charles Schmitt, Nancy E. Thomas

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008

Conditional-mean initialization using neighboring objects in deformable model segmentation.

Ja-Yeon Jeong, Joshua V. Stough, James Stephen Marron, Stephen M. Pizer

Proceedings of the Medical Imaging 2008: Image Processing, 2008

Support vector machine for data on manifolds: An application to image analysis.

Suman K. Sen, Mark Foskey, James Stephen Marron, Martin Andreas Styner

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007

Visualization and inference based on wavelet coefficients, SiZer and SiNos.

Cheolwoo Park, Fred Godtliebsen, Murad S. Taqqu, Stilian Stoev, J. S. Marron

Comput. Stat. Data Anal., 2007

Discrimination analysis using multi-object statistics of shape and pose.

Kevin Gorczowski, Martin Styner, Ja-Yeon Jeong, J. S. Marron, Joseph Piven, Heather Cody Hazlett, Stephen M. Pizer, Guido Gerig

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Statistical Shape Analysis of Multi-Object Complexes.

Kevin Gorczowski, Martin Styner, Ja-Yeon Jeong, J. S. Marron, Joseph Piven, Heather Cody Hazlett, Stephen M. Pizer, Guido Gerig

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

LASS: a tool for the local analysis of self-similarity.

Stilian Stoev, Murad S. Taqqu, Cheolwoo Park, George Michailidis, J. S. Marron

Comput. Stat. Data Anal., 2006

Capturing the Elusive Poissonity in Web Traffic.

Cheolwoo Park, H. Shen, J. S. Marron, Félix Hernández-Campos, Darryl Veitch

Proceedings of the 14th International Symposium on Modeling, 2006

2005

SiZer for smoothing splines.

J. S. Marron, Jin Ting Zhang

Comput. Stat., 2005

On the wavelet spectrum diagnostic for Hurst parameter estimation in the analysis of Internet traffic.

Stilian Stoev, Murad S. Taqqu, Cheolwoo Park, J. S. Marron

Comput. Networks, 2005

Long-range dependence in a changing Internet traffic mix.

Cheolwoo Park, Félix Hernández-Campos, J. S. Marron, F. Donelson Smith

Comput. Networks, 2005

2004

Variable heavy tails in Internet traffic.

Félix Hernández-Campos, J. S. Marron, Gennady Samorodnitsky, F. Donelson Smith

Perform. Evaluation, 2004

Statistical significance of features in digital images.

Fred Godtliebsen, James Stephen Marron, Probal Chaudhuri

Image Vis. Comput., 2004

Adjustment of systematic microarray data biases.

Mónica Benito, Joel S. Parker, Quan Du, Junyuan Wu, Dong Xiang, Charles M. Perou, James Stephen Marron

Bioinform., 2004

2002

Multi-scale Deformable Model Segmentation and Statistical Shape Analysis Using Medial Descriptions.

Sarang C. Joshi, Stephen M. Pizer, P. Thomas Fletcher, Paul A. Yushkevich, Andrew Thall, J. S. Marron

IEEE Trans. Medical Imaging, 2002

Variable Heavy Tailed Durations in Internet Traffic, Part I: Understanding Heavy Tails.

Félix Hernández-Campos, J. S. Marron, F. Donelson Smith, Gennady Samorodnitsky

Proceedings of the 10th International Workshop on Modeling, 2002

Mice and Elephants Visualization of Internet Traffic.

J. S. Marron, Félix Hernández-Campos, F. Donelson Smith

Proceedings of the COMPSTAT 2002, 2002

2001

Does Code Decay? Assessing the Evidence from Change Management Data.

Stephen G. Eick, Todd L. Graves, Alan F. Karr, J. S. Marron, Audris Mockus

IEEE Trans. Software Eng., 2001

Presentation of smoothers: the family approach.

J. S. Marron, S. S. Chung

Comput. Stat., 2001

Intuitive, Localized Analysis of Shape Variability.

Paul A. Yushkevich, Stephen M. Pizer, Sarang C. Joshi, J. S. Marron

Proceedings of the Information Processing in Medical Imaging, 2001

2000

Predicting Fault Incidence Using Software Change History.

Todd L. Graves, Alan F. Karr, J. S. Marron, Harvey P. Siy

IEEE Trans. Software Eng., 2000

1999

Interactive local bandwidth choice.

J. S. Marron, F. Udina

Stat. Comput., 1999