Statistical Analysis and Data Mining

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Statistical Analysis and Data Mining - Early View Articles


Research Articles

Sequential optimal positioning of mobile sensors using mutual information

  • Author: Kathleen Schmidt, Ralph C. Smith, Jason Hite, John Mattingly, Yousry Azmy, Deepak Rajan, Ryan Goldhahn
  • Pub Online: Jul 19, 2019
  • DOI: 10.1002/sam.11431 (p )

Making social networks more human: A topological approach

  • Author: Jonathan W. Berry, Cynthia A. Phillips, Jared Saia
  • Pub Online: Jul 24, 2019
  • DOI: 10.1002/sam.11420 (p )

Gaussian mixture models as automated particle classifiers for fast neutron detectors

  • Author: Brenton Blair, Cliff Chen, Andrew Glenn, Alan Kaplan, Jaime Ruz, Lance Simms, Ron Wurtz
  • Pub Online: Jul 25, 2019
  • DOI: 10.1002/sam.11432 (p )

A sparse Gaussian sigmoid basis function approximation of hyperspectral data for detection of solids

  • Author: Cory Lanker, Milton O. Smith
  • Pub Online: Jul 30, 2019
  • DOI: 10.1002/sam.11433 (p )

Parameter inference with deep jointly informed neural networks

  • Author: Kelli D. Humbird, J. Luc Peterson, Ryan G. McClarren
  • Pub Online: Aug 01, 2019
  • DOI: 10.1002/sam.11435 (p )

A hybrid deep learning architecture for classification of microscopic damage on National Ignition Facility laser optics

  • Author: W. Philip Kegelmeyer, Laura M. Kegelmeyer, Connor Amorin
  • Pub Online: Sep 09, 2019
  • DOI: 10.1002/sam.11437 (p )

Two‐sample test based on classification probability

  • Author: Haiyan Cai, Bryan Goggin, Qingtang Jiang
  • Pub Online: Oct 09, 2019
  • DOI: 10.1002/sam.11438 (p )

Sufficient dimension folding in regression via distance covariance for matrix‐valued predictors

  • Author: Qingcong Yuan, Wenhui Sheng
  • Pub Online: Oct 26, 2019
  • DOI: 10.1002/sam.11442 (p )

A real‐valued auction algorithm for optimal transport

  • Author: Joseph D. Walsh, Luca Dieci
  • Pub Online: Nov 04, 2019
  • DOI: 10.1002/sam.11443 (p )

The spatially conscious machine learning model

  • Author: Timothy J. Kiely, Nathaniel D. Bastian
  • Pub Online: Nov 06, 2019
  • DOI: 10.1002/sam.11440 (p )

Forecasting basketball players' performance using sparse functional data

  • Author: Guillermo Vinué, Irene Epifanio
  • Pub Online: Sep 09, 2019
  • DOI: 10.1002/sam.11436 (p )


Comparative study of clustering techniques for real‐time dynamic model reduction

  • Author: Emilie Purvine, Eduardo Cotilla‐Sanchez, Mahantesh Halappanavar, Zhenyu Huang, Guang Lin, Shuai Lu, Shaobu Wang
  • Pub Online: Aug 24, 2017
  • DOI: 10.1002/sam.11352 (p )

Joining statistics and geophysics for assessment and uncertainty quantification of three‐dimensional seismic Earth models

  • Author: Carène Larmat, Monica Maceira, David M. Higdon, Dale N. Anderson
  • Pub Online: Aug 29, 2017
  • DOI: 10.1002/sam.11353 (p )

Clustering over‐dispersed data with mixed feature types

  • Author: Lu Wang, Dongxiao Zhu, Ming Dong
  • Pub Online: Jan 10, 2018
  • DOI: 10.1002/sam.11369 (p )

Sparse estimation of multivariate Poisson log‐normal models from count data

  • Author: Hao Wu, Xinwei Deng, Naren Ramakrishnan
  • Pub Online: Jan 10, 2018
  • DOI: 10.1002/sam.11370 (p )
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