(Q28081297)

Duncan F. Gillies

series ordinal

2

1 reference

language of work or name

1 reference

2015

1 reference

Advances in bioinformatics

published in

1 reference

volume

2015

1 reference

page(s)

198363

1 reference

Creative Commons Attribution 3.0 Unported

copyright license

start time

11 June 2015

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

1 reference

April 2022 Public Data File from Crossref

cites work

Gene selection algorithms for microarray data based on least squares support vector machine.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Gene selection and classification of microarray data using random forest.

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Sample phenotype clusters in high-density oligonucleotide microarray data sets are revealed using Isomap, a nonlinear algorithm

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Gene expression data classification with Kernel principal component analysis

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Feature selection and classification for microarray data analysis: evolutionary methods for identifying predictive genes

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

An entropy-based gene selection method for cancer classification using microarray data

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Joint analysis of two microarray gene-expression data sets to select lung adenocarcinoma marker genes

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Semi-supervised methods to predict patient survival from gene expression data

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Application of independent component analysis to microarrays

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Permutation-validated principal components analysis of microarray data

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

New feature subset selection procedures for classification of expression profiles

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

'Gene shaving' as a method for identifying distinct sets of genes with similar expression patterns

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Cluster analysis and display of genome-wide expression patterns

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Principal components analysis to summarize microarray experiments: application to sporulation time series

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Network-based classification of breast cancer metastasis

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Global burden of cancers attributable to infections in 2008: a review and synthetic analysis

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Kernel-PCA data integration with enhanced interpretability

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Analyzing kernel matrices for the identification of differentially expressed genes

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Gene selection and classification for cancer microarray data based on machine learning and similarity measures

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Nonlinear gene cluster analysis with labeling for microarray gene expression data in organ development

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Comparative study of unsupervised dimension reduction techniques for the visualization of microarray gene expression data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Independent component analysis: mining microarray data for fundamental human gene expression modules

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Pathway-BasedFeature Selection Algorithm for Cancer Microarray Data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

An empirical Bayesian method for estimating biological networks from temporal microarray data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Data-fusion in clustering microarray data: balancing discovery and interpretability

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Feature selection and classification of MAQC-II breast cancer and multiple myeloma microarray gene expression data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Integrating biological knowledge with gene expression profiles for survival prediction of cancer

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Principal components analysis based methodology to identify differentially expressed genes in time-course microarray data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Multidimensional scaling for large genomic data sets

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Network-constrained regularization and variable selection for analysis of genomic data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

A review of feature selection techniques in bioinformatics

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Development of two-stage SVM-RFE gene selection strategy for microarray expression data analysis

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Supervised group Lasso with applications to microarray data analysis

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Classification of microarray data using gene networks

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

An assessment of recently published gene expression data analyses: reporting experimental design and statistical factors

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Recursive SVM feature selection and sample classification for mass-spectrometry and microarray data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

A systematic comparison and evaluation of biclustering methods for gene expression data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Incorporating biological knowledge into distance-based clustering analysis of microarray gene expression data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Incorporating gene functions as priors in model-based clustering of microarray gene expression data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Gene selection for microarray data analysis using principal component analysis

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Gene selection from microarray data for cancer classification--a machine learning approach.

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Global protein function annotation through mining genome-scale data in yeast Saccharomyces cerevisiae

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

A knowledge-based clustering algorithm driven by Gene Ontology

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Biological detection of low radiation doses by combining results of two microarray analysis methods

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Genetic algorithms applied to multi-class prediction for the analysis of gene expression data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Discovering statistically significant biclusters in gene expression data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Interactive exploration of microarray gene expression patterns in a reduced dimensional space

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Selection bias in gene extraction on the basis of microarray gene-expression data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4480804

Multivariate selection of genetic markers in diagnostic classification.

29 September 2017

1 reference

https://api.crossref.org/works/10.1155%2F2015%2F198363

Choosing Multiple Parameters for Support Vector Machines

21 January 2018

1 reference

https://api.crossref.org/works/10.1155%2F2015%2F198363

Gene Selection for Cancer Classification using Support Vector Machines

21 January 2018

1 reference

https://api.crossref.org/works/10.1155%2F2015%2F198363

A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters

21 January 2018

1 reference

https://api.crossref.org/works/10.1155%2F2015%2F198363

A global geometric framework for nonlinear dimensionality reduction

21 January 2018

1 reference

https://api.crossref.org/works/10.1155%2F2015%2F198363

Identifying disease associated genes by network propagation.

21 January 2018

1 reference

https://api.crossref.org/works/10.1155%2F2015%2F198363

The isomap algorithm and topological stability

21 January 2018

1 reference

https://pubmed.ncbi.nlm.nih.gov/26170834