Kernel-based distance metric learning for microarray data classification (Q31044239)

13 October 2017

Kernel-based distance metric learning for microarray data classification (English)

1 reference

13 October 2017

Huilin Xiong

1 reference

PMC publication ID

1513256

13 October 2017

Xue-wen Chen

series ordinal

1 reference

13 October 2017

14 June 2006

1 reference

13 October 2017

1 reference

13 October 2017

1 reference

13 October 2017

299

1 reference

Input space versus feature space in kernel-based methods

13 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Classification of a large microarray data set: algorithm comparison and analysis of drug signatures

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Systematic benchmarking of microarray data classification: assessing the role of non-linearity and dimensionality reduction

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Translation of microarray data into clinically relevant cancer diagnostic tests using gene expression ratios in lung cancer and mesothelioma

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Use of proteomic patterns in serum to identify ovarian 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=1513256

Gene expression profiling predicts clinical outcome of breast 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=1513256

Prediction of central nervous system embryonal tumour outcome based on gene expression

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Diffuse large B-cell lymphoma outcome prediction by gene-expression profiling and supervised machine learning

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

MLL translocations specify a distinct gene expression profile that distinguishes a unique leukemia

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Predicting the clinical status of human breast cancer by using gene expression profiles

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Support vector machine classification and validation of cancer tissue samples using microarray expression data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Generalized discriminant analysis using a kernel 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=1513256

Molecular classification of cancer: class discovery and class prediction by gene expression monitoring

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

An introduction to kernel-based learning algorithms.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Nonlinear kernel-based statistical pattern analysis.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Optimizing the kernel in the empirical feature space

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Generalizing discriminant analysis using the generalized singular value decomposition

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Improving support vector machine classifiers by modifying kernel functions

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Engineering support vector machine kernels that recognize translation initiation sites

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Tissue classification with gene expression profiles.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=1513256

Gene expression correlates of clinical prostate cancer behavior

25 November 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/16774678

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Classification in a normalized feature space using support vector machines

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/16774678

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1186/1471-2105-7-299

1 reference

13 October 2017

journals/bmcbi/XiongC06

1 reference

DBLP Dataset 2021-01-02

Dimensions Publication ID

28 January 2021

0 references

1 reference

PMC publication ID

1513256

13 October 2017

PubMed publication ID

16774678

1 reference

PMC publication ID

1513256