Literature DB >> 25844011

Comments on Fifty Years of Classification and Regression Trees.

Chi Song1, Heping Zhang1.   

Abstract

Entities:  

Year:  2014        PMID： 25844011      PMCID： PMC4380222          DOI： 10.1111/insr.12060

Source DB:  PubMed          Journal:  Int Stat Rev        ISSN： 0306-7734            Impact factor:   2.217


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  14 in total

Review 1.  Mixed effects multivariate adaptive splines model for the analysis of longitudinal and growth curve data.

Authors:  Heping Zhang
Journal:  Stat Methods Med Res       Date:  2004-02       Impact factor: 3.021

2.  Pathway analysis using random forests classification and regression.

Authors:  Herbert Pang; Aiping Lin; Matthew Holford; Bradley E Enerson; Bin Lu; Michael P Lawton; Eugenia Floyd; Hongyu Zhao
Journal:  Bioinformatics       Date:  2006-06-29       Impact factor: 6.937

3.  A forest-based approach to identifying gene and gene gene interactions.

Authors:  Xiang Chen; Ching-Ti Liu; Meizhuo Zhang; Heping Zhang
Journal:  Proc Natl Acad Sci U S A       Date:  2007-11-28       Impact factor: 11.205

4.  Detecting epistatic SNPs associated with complex diseases via a Bayesian classification tree search method.

Authors:  Min Chen; Judy Cho; Hongyu Zhao
Journal:  Ann Hum Genet       Date:  2010-12-01       Impact factor: 1.670

5.  Recursive partitioning for tumor classification with gene expression microarray data.

Authors:  H Zhang; C Y Yu; B Singer; M Xiong
Journal:  Proc Natl Acad Sci U S A       Date:  2001-05-29       Impact factor: 11.205

6.  Decision trees for identifying predictors of treatment effectiveness in clinical trials and its application to ovulation in a study of women with polycystic ovary syndrome.

Authors:  Heping Zhang; Richard S Legro; Jeffrey Zhang; Leon Zhang; Xiang Chen; Hao Huang; Peter R Casson; William D Schlaff; Michael P Diamond; Stephen A Krawetz; Christos Coutifaris; Robert G Brzyski; Gregory M Christman; Nanette Santoro; Esther Eisenberg
Journal:  Hum Reprod       Date:  2010-08-17       Impact factor: 6.918

7.  Cell and tumor classification using gene expression data: construction of forests.

Authors:  Heping Zhang; Chang-Yung Yu; Burton Singer
Journal:  Proc Natl Acad Sci U S A       Date:  2003-03-17       Impact factor: 11.205

8.  Search for the smallest random forest.

Authors:  Heping Zhang; Minghui Wang
Journal:  Stat Interface       Date:  2009-01-01       Impact factor: 0.582

9.  Gene selection and classification of microarray data using random forest.

Authors:  Ramón Díaz-Uriarte; Sara Alvarez de Andrés
Journal:  BMC Bioinformatics       Date:  2006-01-06       Impact factor: 3.169

10.  Classification tree for detection of single-nucleotide polymorphism (SNP)-by-SNP interactions related to heart disease: Framingham Heart Study.

Authors:  Li Yao; Wenjun Zhong; Zhumin Zhang; Matthew J Maenner; Corinne D Engelman
Journal:  BMC Proc       Date:  2009-12-15
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  33 in total

1.  Machine Learning in Aging: An Example of Developing Prediction Models for Serious Fall Injury in Older Adults.

Authors:  Jaime Lynn Speiser; Kathryn E Callahan; Denise K Houston; Jason Fanning; Thomas M Gill; Jack M Guralnik; Anne B Newman; Marco Pahor; W Jack Rejeski; Michael E Miller
Journal:  J Gerontol A Biol Sci Med Sci       Date:  2021-03-31       Impact factor: 6.053

2.  Gender-specific associations between polymorphisms in the Toll-like receptor (TLR) genes and lung function among workers in swine operations.

Authors:  Zhiwei Gao; James A Dosman; Donna C Rennie; David A Schwartz; Ivana V Yang; Jeremy Beach; Ambikaipakan Senthilselvan
Journal:  J Toxicol Environ Health A       Date:  2018-11-12

3.  Suicide Risk Among Hospitalized Versus Discharged Deliberate Self-Harm Patients: Generalized Random Forest Analysis Using a Large Claims Data Set.

Authors:  Sidra J Goldman-Mellor; Harish S Bhat; Michael H Allen; Michael Schoenbaum
Journal:  Am J Prev Med       Date:  2021-11-19       Impact factor: 5.043

4.  Detecting Suicidal Ideation in Social Media: An Ensemble Method Based on Feature Fusion.

Authors:  Jingfang Liu; Mengshi Shi; Huihong Jiang
Journal:  Int J Environ Res Public Health       Date:  2022-07-05       Impact factor: 4.614

5.  Decision Trees for Glaucoma Screening Based on the Asymmetry of the Retinal Nerve Fiber Layer in Optical Coherence Tomography.

Authors:  Rafael Berenguer-Vidal; Rafael Verdú-Monedero; Juan Morales-Sánchez; Inmaculada Sellés-Navarro; Oleksandr Kovalyk; José-Luis Sancho-Gómez
Journal:  Sensors (Basel)       Date:  2022-06-27       Impact factor: 3.847

6.  Tree-based Machine Learning Methods for Survey Research.

Authors:  Christoph Kern; Thomas Klausch; Frauke Kreuter
Journal:  Surv Res Methods       Date:  2019-04-11

7.  BiMM tree: A decision tree method for modeling clustered and longitudinal binary outcomes.

Authors:  Jaime Lynn Speiser; Bethany J Wolf; Dongjun Chung; Constantine J Karvellas; David G Koch; Valerie L Durkalski
Journal:  Commun Stat Simul Comput       Date:  2018-09-12       Impact factor: 1.118

8.  Head position classification of medical imaging studies: an assessment and development of a protocol.

Authors:  Courtney A Miller; Yen Lee; Gregory D Avey; Houri K Vorperian
Journal:  Dentomaxillofac Radiol       Date:  2019-12-11       Impact factor: 2.419

9.  Deploying MMEJ using MENdel in precision gene editing applications for gene therapy and functional genomics.

Authors:  Gabriel Martínez-Gálvez; Parnal Joshi; Iddo Friedberg; Armando Manduca; Stephen C Ekker
Journal:  Nucleic Acids Res       Date:  2021-01-11       Impact factor: 16.971

10.  Decision tree methods: applications for classification and prediction.

Authors:  Yan-Yan Song; Ying Lu
Journal:  Shanghai Arch Psychiatry       Date:  2015-04-25
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