J. S. Marron

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 31

Top Topics

Wavelet Features

Hypothesis Test

Principal Component Analysis

Top Venues

J. Math. Imaging Vis.

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Medical Image Anal.

Publications

Stephen M. Pizer, Zhiyuan Liu, Junjie Zhao, Nicholas Tapp-Hughes, James N. Damon, Miaomiao Zhang, J. S. Marron, Jared Vicory
Interior Object Geometry via Fitted Frames. CoRR (2024)
Xi Yang, Jan Hannig, Katherine A. Hoadley, Iain Carmichael, J. S. Marron
Measure of Strength of Evidence for Visually Observed Differences between Subpopulations. J. Comput. Graph. Stat. 33 (2) (2024)
Yi Cui, Yao Li, Jayson R. Miedema, Sharon N. Edmiston, Sherif Farag, J. S. Marron, Nancy E. Thomas
Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images - Nevus & Melanoma. CoRR (2024)
Miray Unlu Yazici, Malik Yousef, J. S. Marron, Burcu Bakir-Gungor
miRcorrNetPro: Unraveling Algorithmic Insights through Cross-Validation in Multi-Omics Integration for Comprehensive Data Analysis. BIBM (2023)
Zhiyuan Liu, Jörn Schulz, Mohsen Taheri Shalmani, Martin Styner, James N. Damon, Stephen M. Pizer, J. S. Marron
Analysis of Joint Shape Variation from Multi-Object Complexes. J. Math. Imaging Vis. 65 (3) (2023)
Xi Yang, Katherine A. Hoadley, Jan Hannig, J. S. Marron
Jackstraw inference for AJIVE data integration. Comput. Stat. Data Anal. 180 (2023)
Yue Pan, T. Landis Justin, Razia Moorad, Di Wu, J. S. Marron, Dirk P. Dittmer
The Poisson distribution model fits UMI-based single-cell RNA-sequencing data. BMC Bioinform. 24 (1) (2023)
Pavlos Zoubouloglou, Eduardo García-Portugués, J. S. Marron
Scaled Torus Principal Component Analysis. J. Comput. Graph. Stat. 32 (3) (2023)
Hyowon An, Kai Zhang, Hannu Oja, J. S. Marron
Variable screening based on Gaussian Centered L-moments. Comput. Stat. Data Anal. 179 (2023)
Zhiyuan Liu, James N. Damon, J. S. Marron, Stephen M. Pizer
Geometric and Statistical Models for Analysis of Two-Object Complexes. Int. J. Comput. Vis. 131 (8) (2023)
Yi Cui, Yao Li, Jayson R. Miedema, Sherif Farag, J. S. Marron, Nancy E. Thomas
Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images. CoRR (2022)
Stephen M. Pizer, J. S. Marron, James N. Damon, Jared Vicory, Akash Krishna, Zhiyuan Liu, Mohsen Taheri
Skeletons, Object Shape, Statistics. Frontiers Comput. Sci. 4 (2022)
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
Dental microfracture detection using wavelet features and machine learning. Medical Imaging: Image Processing (2021)
Zhiyuan Liu, Jörn Schulz, Mohsen Taheri, Martin Styner, James N. Damon, Stephen M. Pizer, J. S. Marron
Non-Euclidean Analysis of Joint Variations in Multi-Object Shapes. CoRR (2021)
Andrew G. Allmon, J. S. Marron, Michael G. Hudgens
diproperm: An R Package for the DiProPerm Test. R J. 13 (2) (2021)
Andrew G. Allmon, J. S. Marron, Michael G. Hudgens
diproperm: An R Package for the DiProPerm Test. CoRR (2020)
Heather D. Couture, Roland Kwitt, J. S. Marron, Melissa A. Troester, Charles M. Perou, Marc Niethammer
Deep Multi-View Learning via Task-Optimal CCA. CoRR (2019)
Pablo Hernandez-Cerdan, Beatriz Paniagua, Jack Prothero, J. S. Marron, Eric Livingston, Ted Bateman, Matthew McCormick
Methods for quantitative characterization of bone injury from computed-tomography images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Jack Prothero, Jean-Baptiste Vimort, Antonio C. Ruellas, J. S. Marron, Matthew McCormick, Pablo Hernandez-Cerdan, Lucia H. S. Cevidanes, Erika Benavides, Beatriz Paniagua
Advanced statistical analysis to classify high dimensionality textural probability-distribution matrices. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Sean Skwerer, J. Scott Provan, J. S. Marron
Relative Optimality Conditions and Algorithms for Treespace Fréchet Means. SIAM J. Optim. 28 (2) (2018)
Heather D. Couture, J. S. Marron, Charles M. Perou, Melissa A. Troester, Marc Niethammer
Multiple Instance Learning for Heterogeneous Images: Training a CNN for Histopathology. MICCAI (2) (2018)
Jean-Baptiste Vimort, Antonio C. Ruellas, Jack Prothero, J. S. Marron, Matthew McCormick, Lucia H. S. Cevidanes, Erika Benavides, Beatriz Paniagua
Detection of bone loss via subchondral bone analysis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Heather D. Couture, J. S. Marron, Charles M. Perou, Melissa A. Troester, Marc Niethammer
Multiple Instance Learning for Heterogeneous Images: Training a CNN for Histopathology. CoRR (2018)
Qing Feng, Meilei Jiang, Jan Hannig, J. S. Marron
Angle-based joint and individual variation explained. J. Multivar. Anal. 166 (2018)
Qunqun Yu, Benjamin B. Risk, Kai Zhang, J. S. Marron
JIVE integration of imaging and behavioral data. NeuroImage 152 (2017)
Iain Carmichael, J. S. Marron
Geometric Insights into Support Vector Machine Behavior using the KKT Conditions. CoRR (2017)
Mónica Benito, Eduardo García-Portugués, J. S. Marron, Daniel Peña
Distance weighted discrimination of face images for gender classification. CoRR (2017)
Jun-Pyo Hong, Jared Vicory, Jörn Schulz, Martin Styner, J. S. Marron, Stephen M. Pizer
Non-Euclidean classification of medically imaged objects via s-reps. Medical Image Anal. 31 (2016)
Jörn Schulz, Stephen M. Pizer, J. S. Marron, Fred Godtliebsen
Non-linear Hypothesis Testing of Geometric Object Properties of Shapes Applied to Hippocampi. J. Math. Imaging Vis. 54 (1) (2016)
Patrick K. Kimes, David Neil Hayes, J. S. Marron, Yufeng Liu
Large-margin classification with multiple decision rules. Stat. Anal. Data Min. 9 (2) (2016)
Dan Shen, Haipeng Shen, J. S. Marron
A General Framework for Consistency of Principal Component Analysis. J. Mach. Learn. Res. 17 (2016)
Heather D. Couture, J. S. Marron, Nancy E. Thomas, Charles M. Perou, Marc Niethammer
Hierarchical task-driven feature learning for tumor histology. ISBI (2015)
Jared Vicory, Heather D. Couture, Nancy E. Thomas, David Borland, J. S. Marron, John T. Woosley, Marc Niethammer
Appearance normalization of histology slides. Comput. Medical Imaging Graph. 43 (2015)
Lingsong Zhang, Shu Lu, J. S. Marron
Nested nonnegative cone analysis. Comput. Stat. Data Anal. 88 (2015)
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
Statistical atlas construction via weighted functional boxplots. Medical Image Anal. 18 (4) (2014)
Jonathan Zhang, Nancy Heckman, Davor Cubranic, Joel G. Kingsolver, Travis Gaydos, J. S. Marron
Prinsimp. R J. 6 (2) (2014)
Patrick K. Kimes, D. Neil Hayes, J. S. Marron, Yufeng Liu
Large-Margin Classification with Multiple Decision Rules. CoRR (2014)
James N. Damon, J. S. Marron
Backwards Principal Component Analysis and Principal Nested Relations. J. Math. Imaging Vis. 50 (1-2) (2014)
Nikhil Singh, Heather D. Couture, J. S. Marron, Charles M. Perou, Marc Niethammer
Topological Descriptors of Histology Images. MLMI (2014)
Sean Skwerer, Elizabeth Bullitt, Stephan Huckemann, Ezra Miller, Ipek Oguz, Megan Owen, Vic Patrangenaru, J. Scott Provan, J. S. Marron
Tree-Oriented Analysis of Brain Artery Structure. J. Math. Imaging Vis. 50 (1-2) (2014)
Petro Borysov, Jan Hannig, J. S. Marron
Asymptotics of hierarchical clustering for growing dimension. J. Multivar. Anal. 124 (2014)
Nikhil Singh, P. Thomas Fletcher, J. Samuel Preston, Richard D. King, J. S. Marron, Michael W. Weiner, Sarang C. Joshi
Quantifying anatomical shape variations in neurological disorders. Medical Image Anal. 18 (3) (2014)
A. Bolivar-Cime, J. S. Marron
Comparison of binary discrimination methods for high dimension low sample size data. J. Multivar. Anal. 115 (2013)
Lingsong Zhang, J. S. Marron, Shu Lu
Nested Nonnegative Cone Analysis. CoRR (2013)
Dan Shen, Haipeng Shen, J. S. Marron
Consistency of sparse PCA in High Dimension, Low Sample Size contexts. J. Multivar. Anal. 115 (2013)
Yi Hong, Brad Davis, J. S. Marron, Roland Kwitt, Marc Niethammer
Weighted Functional Boxplot with Application to Statistical Atlas Construction. MICCAI (3) (2013)
Sungkyu Jung, Arusharka Sen, J. S. Marron
Boundary behavior in High Dimension, Low Sample Size asymptotics of PCA. J. Multivar. Anal. 109 (2012)
Hanwen Huang, Xiaosun Lu, Yufeng Liu, Perry Haaland, J. S. Marron
R/DWD: distance-weighted discrimination for classification, visualization and batch adjustment. Bioinform. 28 (8) (2012)
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
ReQON: a Bioconductor package for recalibrating quality scores from next-generation sequencing data. BMC Bioinform. 13 (2012)
Eric F. Lock, Ryan Ziemiecki, J. S. Marron, Dirk P. Dittmer
Efficiency clustering for low-density microarrays and its application to QPCR. BMC Bioinform. 11 (2010)
Marc Niethammer, David Borland, J. S. Marron, John T. Woosley, Nancy E. Thomas
Appearance Normalization of Histology Slides. MLMI (2010)
Kevin Gorczowski, Martin Styner, Ja-Yeon Jeong, J. S. Marron, Joseph Piven, Heather Cody Hazlett, Stephen M. Pizer, Guido Gerig
Multi-Object Analysis of Volume, Pose, and Shape Using Statistical Discrimination. IEEE Trans. Pattern Anal. Mach. Intell. 32 (4) (2010)
Cheolwoo Park, Félix Hernández-Campos, J. S. Marron, Kevin Jeffay, F. Donelson Smith
Analysis of dependence among size, rate and duration in internet flows CoRR (2010)
J. S. Marron, Sungkyu Jung, Ian L. Dryden
Speculation on the generality of the backward stepwise view of PCA. Multimedia Information Retrieval (2010)
Marc Macenko, Marc Niethammer, J. S. Marron, David Borland, John T. Woosley, Xiaojun Guan, Charles Schmitt, Nancy E. Thomas
A Method for Normalizing Histology Slides for Quantitative Analysis. ISBI (2009)
Kevin Gorczowski, Martin Styner, Ja-Yeon Jeong, J. S. Marron, Joseph Piven, Heather Cody Hazlett, Stephen M. Pizer, Guido Gerig
Discrimination analysis using multi-object statistics of shape and pose. Medical Imaging: Image Processing (2007)
Cheolwoo Park, Fred Godtliebsen, Murad S. Taqqu, Stilian Stoev, J. S. Marron
Visualization and inference based on wavelet coefficients, SiZer and SiNos. Comput. Stat. Data Anal. 51 (12) (2007)
Kevin Gorczowski, Martin Styner, Ja-Yeon Jeong, J. S. Marron, Joseph Piven, Heather Cody Hazlett, Stephen M. Pizer, Guido Gerig
Statistical Shape Analysis of Multi-Object Complexes. CVPR (2007)
Stilian Stoev, Murad S. Taqqu, Cheolwoo Park, George Michailidis, J. S. Marron
LASS: a tool for the local analysis of self-similarity. Comput. Stat. Data Anal. 50 (9) (2006)
Cheolwoo Park, H. Shen, J. S. Marron, Félix Hernández-Campos, Darryl Veitch
Capturing the Elusive Poissonity in Web Traffic. MASCOTS (2006)
Cheolwoo Park, Félix Hernández-Campos, J. S. Marron, F. Donelson Smith
Long-range dependence in a changing Internet traffic mix. Comput. Networks 48 (3) (2005)
J. S. Marron, Jin Ting Zhang
SiZer for smoothing splines. Comput. Stat. 20 (3) (2005)
Stilian Stoev, Murad S. Taqqu, Cheolwoo Park, J. S. Marron
On the wavelet spectrum diagnostic for Hurst parameter estimation in the analysis of Internet traffic. Comput. Networks 48 (3) (2005)
Félix Hernández-Campos, J. S. Marron, Gennady Samorodnitsky, F. Donelson Smith
Variable heavy tails in Internet traffic. Perform. Evaluation 58 (2-3) (2004)
Sarang C. Joshi, Stephen M. Pizer, P. Thomas Fletcher, Paul A. Yushkevich, Andrew Thall, J. S. Marron
Multi-scale Deformable Model Segmentation and Statistical Shape Analysis Using Medial Descriptions. IEEE Trans. Medical Imaging 21 (5) (2002)
Félix Hernández-Campos, J. S. Marron, F. Donelson Smith, Gennady Samorodnitsky
Variable Heavy Tailed Durations in Internet Traffic, Part I: Understanding Heavy Tails. MASCOTS (2002)
J. S. Marron, Félix Hernández-Campos, F. Donelson Smith
Mice and Elephants Visualization of Internet Traffic. COMPSTAT (2002)
Paul A. Yushkevich, Stephen M. Pizer, Sarang C. Joshi, J. S. Marron
Intuitive, Localized Analysis of Shape Variability. IPMI (2001)
J. S. Marron, S. S. Chung
Presentation of smoothers: the family approach. Comput. Stat. 16 (1) (2001)
Stephen G. Eick, Todd L. Graves, Alan F. Karr, J. S. Marron, Audris Mockus
Does Code Decay? Assessing the Evidence from Change Management Data. IEEE Trans. Software Eng. 27 (1) (2001)
Todd L. Graves, Alan F. Karr, J. S. Marron, Harvey P. Siy
Predicting Fault Incidence Using Software Change History. IEEE Trans. Software Eng. 26 (7) (2000)
J. S. Marron, F. Udina
Interactive local bandwidth choice. Stat. Comput. 9 (2) (1999)