Marron, J. S.
- Persistent homology analysis of brain artery trees
2014/11/24 by Paul Bendich, J. S. Marron, Bendich, Paul +7 · 10 citations
Computer Science · Medicine · #Topological and Geometric Data Analysis #Advanced Neuroimaging Techniques and Applications #Clusterin in disease pathology
- Surprising Asymptotic Conical Structure in Critical Sample Eigen-Directions
2013/03/25 by Dan Shen, Haipeng Shen, Shen, Dan +5 · 7 citations
Mathematics · Computer Science · #Random Matrices and Applications #Bayesian Methods and Mixture Models #Stochastic processes and statistical mechanics
- Angle-Based Joint and Individual Variation Explained
2017/04/07 by Qing Feng, Feng, Qing, Meilei Jiang +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Gene expression and cancer classification #Genetic Associations and Epidemiology #Machine Learning (stat.ML)
- A Principal Component Analysis for Trees
2008/10/06 by Burcu Aydın, Aydin, Burcu, Gábor Pataki +7 · 1 citation
Computer Science · #05C05 #62G99 #62H99 #9008 #Computation (stat.CO) #Data Visualization and Analytics #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Quantitative Methods (q-bio.QM) #Statistics Theory (math.ST)
- Registration of Functional Data Using Fisher-Rao Metric
2011/03/19 by Srivastava, Anuj, Wu, Wei, Kurtek, Sebastian +2 · 1 citation
#Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
- A Note on Automatic Data Transformation
2016/01/08 by Feng, Qing, Hannig, Jan, Marron, J. S. · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Multiple Instance Learning for Heterogeneous Images: Training a CNN for\n Histopathology
2018/06/13 by Heather D. Couture, Couture, Heather D., J. S. Marron +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
- Scaled torus principal component analysis
2021/10/10 by Pavlos Zoubouloglou, Zoubouloglou, Pavlos, Eduardo García‐Portugués +3 · 1 citation
Computer Science · Earth and Planetary Sciences · Mathematics · #62H11 #62H25 #62R30 #FOS: Computer and information sciences #Geology and Paleoclimatology Research #Image Processing and 3D Reconstruction #Methodology (stat.ME) #Morphological variations and asymmetry
- Powerful Significance Testing for Unbalanced Clusters
2023/08/24 by Thomas H. Keefe, J. S. Marron, Keefe, Thomas H. +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Gene expression and cancer classification #Data Mining Algorithms and Applications #Bayesian Methods and Mixture Models
- Consistency of Sparse PCA in High Dimension, Low Sample Size Contexts
2011/04/21 by Dan Shen, Shen, Dan, Haipeng Shen +3 · 1 citation
Computer Science · Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #Blind Source Separation Techniques #FOS: Mathematics #Functional Brain Connectivity Studies #Statistics Theory (math.ST)