Multivariate random forests
Focus Article
Mark Segal, Yuanyuan Xiao
Published Online: Jan 06 2011
DOI:10.1002/widm.12
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Hierarchies and Trees
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Hierarchies and Trees
Learning decision trees through Monte Carlo tree search: An empirical evaluation
Focus Article
Cecília Nunes, Mathieu De Craene, Hélène Langet, Oscar Camara, Anders Jonsson
Published Online: Feb 24 2020
DOI:10.1002/widm.1348
Density‐based clustering
UPDATE
Ricardo J. G. B. Campello, Peer Kröger, Jörg Sander, Arthur Zimek
Published Online: Oct 29 2019
DOI:10.1002/widm.1343
Subgroup identification for precision medicine: A comparative review of 13 methods
Advanced Review
Wei‐Yin Loh, Luxi Cao, Peigen Zhou
Published Online: Jun 09 2019
DOI:10.1002/widm.1326
Hyperparameters and tuning strategies for random forest
Advanced Review
Anne‐Laure Boulesteix, Marvin N. Wright, Philipp Probst
Published Online: Jan 28 2019
DOI:10.1002/widm.1301
An advanced review on text mining in medicine
Advanced Review
Carmen Luque, José M. Luna, Maria Luque, Sebastian Ventura
Published Online: Jan 28 2019
DOI:10.1002/widm.1302
Algorithms for hierarchical clustering: an overview, II
Overview
Fionn Murtagh, Pedro Contreras
Published Online: Sep 04 2017
DOI:10.1002/widm.1219
Enhancing Iterative Dichotomiser 3 algorithm for classification decision tree
Focus Article
Ayman E. Khedr, Amira M. Idrees, Ahmed I. El Seddawy
Published Online: Feb 18 2016
DOI:10.1002/widm.1177
A semantic‐based classification and regression tree approach for modelling complex spatial rules in motor vehicle crashes domain
Focus Article
Meysam Effati, Abolghasem Sadeghi‐Niaraki
Published Online: Jun 05 2015
DOI:10.1002/widm.1152
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics
Overview
Anne‐Laure Boulesteix, Silke Janitza, Jochen Kruppa, Inke R. König
Published Online: Oct 18 2012
DOI:10.1002/widm.1072
Evolutionary design of decision trees for medical application
Advanced Review
Peter Kokol, Sandi Pohorec, Gregor Štiglic, Vili Podgorelec
Published Online: Apr 26 2012
DOI:10.1002/widm.1056
Algorithms for hierarchical clustering: an overview
Overview
Fionn Murtagh, Pedro Contreras
Published Online: Dec 07 2011
DOI:10.1002/widm.53
The use of decision trees for cost‐sensitive classification: an empirical study in software quality prediction
Focus Article
Taghi M. Khoshgoftaar, Naeem Seliya
Published Online: Jul 28 2011
DOI:10.1002/widm.38
Soft clustering for information retrieval applications
Advanced Review
Gloria Bordogna, Gabriella Pasi
Published Online: Feb 03 2011
DOI:10.1002/widm.3
The use of classification trees for bioinformatics
Advanced Review
Xiang Chen, Minghui Wang, Heping Zhang
Published Online: Jan 06 2011
DOI:10.1002/widm.14