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Machine Learning

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Recent advances in scaling‐down sampling methods in machine learning

Overview
Amr ElRafey, Janusz Wojtusiak
Published Online: Sep 08 2017
DOI:10.1002/wics.1414

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric functional concurrent regression models

Advanced Review
Arnab Maity
Published Online: Feb 10 2017
DOI:10.1002/wics.1394

Abstract Full article on Wiley Online Library:   HTML | PDF
Calibration weighting in survey sampling

Overview
Phillip S. Kott
Published Online: Dec 16 2015
DOI:10.1002/wics.1374

Abstract Full article on Wiley Online Library:   HTML | PDF
Use of majority votes in statistical learning

Overview
Mu Zhu
Published Online: Aug 27 2015
DOI:10.1002/wics.1362

Abstract Full article on Wiley Online Library:   HTML | PDF
The limits of multiplexing

Focus Article
Dan Shen, D. P. Dittmer, J. S. Marron
Published Online: Aug 18 2015
DOI:10.1002/wics.1364

Abstract Full article on Wiley Online Library:   HTML | PDF
Learning ordinal data

Focus Article
Xingye Qiao
Published Online: Jun 18 2015
DOI:10.1002/wics.1357

Abstract Full article on Wiley Online Library:   HTML | PDF
Leveraging for big data regression

Focus Article
Ping Ma, Xiaoxiao Sun
Published Online: Sep 12 2014
DOI:10.1002/wics.1324

Abstract Full article on Wiley Online Library:   HTML | PDF
Matching and record linkage

Overview
William E. Winkler
Published Online: Jul 02 2014
DOI:10.1002/wics.1317

Abstract Full article on Wiley Online Library:   HTML | PDF
Applying statistical thinking to ‘Big Data’ problems

Advanced Review
Roger W. Hoerl, Ronald D. Snee, Richard D. De Veaux
Published Online: Jun 13 2014
DOI:10.1002/wics.1306

Abstract Full article on Wiley Online Library:   HTML | PDF
Bioavailability and bioequivalence in drug development

Focus Article
Shein‐Chung Chow
Published Online: Jun 10 2014
DOI:10.1002/wics.1310

Abstract Full article on Wiley Online Library:   HTML | PDF
Variable selection using Lq penalties

Advanced Review
Xingye Qiao
Published Online: Mar 20 2014
DOI:10.1002/wics.1299

Abstract Full article on Wiley Online Library:   HTML | PDF
The role of margins in boosting and ensemble performance

Advanced Review
Waldyn Martinez, J. Brian Gray
Published Online: Feb 12 2014
DOI:10.1002/wics.1292

Abstract Full article on Wiley Online Library:   HTML | PDF
The dreams of theory

Opinion
James P. Crutchfield
Published Online: Jan 23 2014
DOI:10.1002/wics.1290

Abstract Full article on Wiley Online Library:   HTML | PDF
Least angle regression for model selection

Advanced Review
Hongyang Zhang, Ruben H. Zamar
Published Online: Jan 08 2014
DOI:10.1002/wics.1288

Abstract Full article on Wiley Online Library:   HTML | PDF
Some recent statistical learning methods for longitudinal high‐dimensional data

Advanced Review
Shuo Chen, Edward Grant, Tong Tong Wu, F. DuBois Bowman
Published Online: Dec 13 2013
DOI:10.1002/wics.1282

Abstract Full article on Wiley Online Library:   HTML | PDF
Learning under nonstationarity: covariate shift and class‐balance change

Advanced Review
Masashi Sugiyama, Makoto Yamada, Marthinus Christoffel du Plessis
Published Online: Aug 27 2013
DOI:10.1002/wics.1275

Abstract Full article on Wiley Online Library:   HTML | PDF
Methods for generating families of univariate continuous distributions in the recent decades

Overview
Carl Lee, Felix Famoye, Ayman Y. Alzaatreh
Published Online: Apr 09 2013
DOI:10.1002/wics.1255

Abstract Full article on Wiley Online Library:   HTML | PDF
Selection of multinomial logit models via association rules analysis

Advanced Review
Pannapa Changpetch, Dennis K.J. Lin
Published Online: Dec 26 2012
DOI:10.1002/wics.1242

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational biology perspective: kernel methods and deep learning

Advanced Review
Huma Lodhi
Published Online: Jul 16 2012
DOI:10.1002/wics.1223

Abstract Full article on Wiley Online Library:   HTML | PDF
Bin smoother

Focus Article
Jussi Klemelä
Published Online: May 11 2012
DOI:10.1002/wics.1214

Abstract Full article on Wiley Online Library:   HTML | PDF
Model‐based cluster analysis

Overview
Daniel Stahl, Hannah Sallis
Published Online: Mar 15 2012
DOI:10.1002/wics.1204

Abstract Full article on Wiley Online Library:   HTML | PDF
Log‐linear modeling

Focus Article
Alexander von Eye, Eun‐Young Mun, Patrick Mair
Published Online: Dec 07 2011
DOI:10.1002/wics.203

Abstract Full article on Wiley Online Library:   HTML | PDF
Statistics, vision, and the analysis of artistic style

Opinion
Daniel J. Graham, James M. Hughes, Helmut Leder, Daniel N. Rockmore
Published Online: Sep 30 2011
DOI:10.1002/wics.197

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian modeling for large spatial datasets

Focus Article
Sudipto Banerjee, Montserrat Fuentes
Published Online: Aug 24 2011
DOI:10.1002/wics.187

Abstract Full article on Wiley Online Library:   HTML | PDF
Statistical learning theory: a tutorial

Overview
Sanjeev R. Kulkarni, Gilbert Harman
Published Online: Jun 10 2011
DOI:10.1002/wics.179

Abstract Full article on Wiley Online Library:   HTML | PDF
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