(Q33588377)

28 July 2017

title

On safari to Random Jungle: a fast implementation of Random Forests for high-dimensional data (English)

1 reference

28 July 2017

1 reference

high-dimensional data

0 references

Inke R König

2

0 references

Andreas Ziegler

series ordinal

3

object named as

Andreas Ziegler

1 reference

28 July 2017

Daniel F Schwarz

1

1 reference

28 July 2017

language of work or name

English

0 references

publication date

26 May 2010

1 reference

28 July 2017

1 reference

28 July 2017

volume

26

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28 July 2017

issue

14

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28 July 2017

page(s)

1752-1758

1 reference

The behaviour of random forest permutation-based variable importance measures under predictor correlation

28 July 2017

cites work

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Bioinformatics challenges for genome-wide association studies

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Evaluation of single-nucleotide polymorphism imputation using random forests

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Finding the missing heritability of complex diseases

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Detecting gene-gene interactions that underlie human diseases

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Willows: a memory efficient tree and forest construction package

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Capturing the spectrum of interaction effects in genetic association studies by simulated evaporative cooling network analysis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Performance of random forest when SNPs are in linkage disequilibrium.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Patient-centered yes/no prognosis using learning machines

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

A random forest approach to the detection of epistatic interactions in case-control studies

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Interpretation of genetic association studies: markers with replicated highly significant odds ratios may be poor classifiers

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Conditional variable importance for random forests

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Genome-wide association defines more than 30 distinct susceptibility loci for Crohn's disease

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Classification of rheumatoid arthritis status with candidate gene and genome-wide single-nucleotide polymorphisms using random forests

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Picking single-nucleotide polymorphisms in forests

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Genetic Analysis Workshop 15: simulation of a complex genetic model for rheumatoid arthritis in nuclear families including a dense SNP map with linkage disequilibrium between marker loci and trait loci

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Genome-wide association studies for complex traits: consensus, uncertainty and challenges

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Data mining, neural nets, trees--problems 2 and 3 of Genetic Analysis Workshop 15.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Parallels between global transcriptional programs of polarizing Caco-2 intestinal epithelial cells in vitro and gene expression programs in normal colon and colon cancer

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Genomewide association analysis of coronary artery disease

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

A new multipoint method for genome-wide association studies by imputation of genotypes

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Genome-wide association study identifies new susceptibility loci for Crohn disease and implicates autophagy in disease pathogenesis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Bias in random forest variable importance measures: illustrations, sources and a solution

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

A genome-wide association study identifies IL23R as an inflammatory bowel disease gene

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Machine learning for detecting gene-gene interactions: a review

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Meta-analysis: colorectal and small bowel cancer risk in patients with Crohn's disease

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Gene selection and classification of microarray data using random forest.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Tumor necrosis factor-related apoptosis-inducing ligand-mediated proliferation of tumor cells with receptor-proximal apoptosis defects

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Screening large-scale association study data: exploiting interactions using random forests

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Control of pancreas and liver gene expression by HNF transcription factors

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Rottlerin sensitizes colon carcinoma cells to tumor necrosis factor-related apoptosis-inducing ligand-induced apoptosis via uncoupling of the mitochondria independent of protein kinase C.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

A receptor for the heterodimeric cytokine IL-23 is composed of IL-12Rbeta1 and a novel cytokine receptor subunit, IL-23R

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Sp1 transcription factor as a molecular target for nitric oxide-- and cyclic nucleotide--mediated suppression of cGMP-dependent protein kinase-Ialpha expression in vascular smooth muscle cells

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Overexpression of a dominant-negative signal transducer and activator of transcription 3 variant in tumor cells leads to production of soluble factors that induce apoptosis and cell cycle arrest.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Selecting SNPs in two-stage analysis of disease association data: a model-free approach

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Classification methods for confronting heterogeneity

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Increased risk of large-bowel cancer in Crohn's disease with colonic involvement

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Disruption of NF-kappaB signaling reveals a novel role for NF-kappaB in the regulation of TNF-related apoptosis-inducing ligand expression

21 June 2018

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTQ257

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTQ257

Identifying Important Risk Factors for Survival in Kidney Graft Failure Patients Using Random Survival Forests

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTQ257

Pathway analysis of single-nucleotide polymorphisms potentially associated with glioblastoma multiforme susceptibility using random forests.

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTQ257

Unbiased Recursive Partitioning: A Conditional Inference Framework

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTQ257

Genome-wide strategies for detecting multiple loci that influence complex diseases.

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTQ257

Predictor correlation impacts machine learning algorithms: implications for genomic studies.

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTQ257

The strength of weak learnability

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTQ257

Sp1-mediated TRAIL induction in chemosensitization

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTQ257

Cyclooxygenase-2 overexpression inhibits death receptor 5 expression and confers resistance to tumor necrosis factor-related apoptosis-inducing ligand-induced apoptosis in human colon cancer cells.

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2894507

Identifying SNPs predictive of phenotype using random forests

31 October 2018

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTQ257

A Statistical Approach to Genetic Epidemiology

21 January 2018

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTQ257

Induction of Nod2 in Myelomonocytic and Intestinal Epithelial Cells via Nuclear Factor-κB Activation

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/20505004

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1093/BIOINFORMATICS/BTQ257

1 reference

journals/bioinformatics/SchwarzKZ10

28 July 2017

DBLP publication ID

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

28 July 2017

1 reference