Generalized singular value decomposition (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Generalized singular value decomposition" in English language version.

refsWebsite

Global rank English rank

14nih.gov

4^th place

11doi.org

2^nd place

6harvard.edu

18^th place

17^th place

2archive.org

6^th place

1kuleuven.be

4,725^th place

3,556^th place

1eurekalert.org

3,538^th place

3,083^rd place

1alterlab.org

low place

1arxiv.org

69^th place

59^th place

1semanticscholar.org

11^th place

8^th place

alterlab.org

Bradley MW, Aiello KA, Ponnapalli SP, Hanson HA, Alter O (September 2019). "GSVD- and tensor GSVD-uncovered patterns of DNA copy-number alterations predict adenocarcinomas survival in general and in response to platinum". APL Bioengineering. 3 (3): 036104. doi:10.1063/1.5099268. PMC 6701977. PMID 31463421. Supplementary Material.

archive.org

Jolliffe IT (2002). Principal Component Analysis. Springer Series in Statistics (2nd ed.). NY: Springer. ISBN 978-0-387-95442-4.
Abdi H (2007). "Singular Value Decomposition (SVD) and Generalized Singular Value Decomposition (GSVD).". In Salkind NJ (ed.). Encyclopedia of Measurement and Statistics. Thousand Oaks (CA): Sage. pp. 907–912.

arxiv.org

Cabannes, Vivien; Pillaud-Vivien, Loucas; Bach, Francis; Rudi, Alessandro (2021). "Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning". arXiv:2009.04324 [stat.ML].

doi.org

Van Loan CF (1976). "Generalizing the Singular Value Decomposition". SIAM J. Numer. Anal. 13 (1): 76–83. Bibcode:1976SJNA...13...76V. doi:10.1137/0713009.
Paige CC, Saunders MA (1981). "Towards a Generalized Singular Value Decomposition". SIAM J. Numer. Anal. 18 (3): 398–405. Bibcode:1981SJNA...18..398P. doi:10.1137/0718026.
de Moor BL, Zha H (1991). "A tree of generalizations of the ordinary singular value decomposition". Linear Algebra and Its Applications. 147: 469–500. doi:10.1016/0024-3795(91)90243-P.
Alter O, Brown PO, Botstein D (March 2003). "Generalized singular value decomposition for comparative analysis of genome-scale expression data sets of two different organisms". Proceedings of the National Academy of Sciences of the United States of America. 100 (6): 3351–6. Bibcode:2003PNAS..100.3351A. doi:10.1073/pnas.0530258100. PMC 152296. PMID 12631705.
Lee CH, Alpert BO, Sankaranarayanan P, Alter O (January 2012). "GSVD comparison of patient-matched normal and tumor aCGH profiles reveals global copy-number alterations predicting glioblastoma multiforme survival". PLOS ONE. 7 (1): e30098. Bibcode:2012PLoSO...730098L. doi:10.1371/journal.pone.0030098. PMC 3264559. PMID 22291905.
Aiello KA, Ponnapalli SP, Alter O (September 2018). "Mathematically universal and biologically consistent astrocytoma genotype encodes for transformation and predicts survival phenotype". APL Bioengineering. 2 (3): 031909. doi:10.1063/1.5037882. PMC 6215493. PMID 30397684.
Ponnapalli SP, Bradley MW, Devine K, Bowen J, Coppens SE, Leraas KM, Milash BA, Li F, Luo H, Qiu S, Wu K, Yang H, Wittwer CT, Palmer CA, Jensen RL, Gastier-Foster JM, Hanson HA, Barnholtz-Sloan JS, Alter O (May 2020). "Retrospective Clinical Trial Experimentally Validates Glioblastoma Genome-Wide Pattern of DNA Copy-Number Alterations Predictor of Survival". APL Bioengineering. 4 (2): 026106. doi:10.1063/1.5142559. PMC 7229984. PMID 32478280. Press Release.
Ponnapalli SP, Saunders MA, Van Loan CF, Alter O (December 2011). "A higher-order generalized singular value decomposition for comparison of global mRNA expression from multiple organisms". PLOS ONE. 6 (12): e28072. Bibcode:2011PLoSO...628072P. doi:10.1371/journal.pone.0028072. PMC 3245232. PMID 22216090.
Sankaranarayanan P, Schomay TE, Aiello KA, Alter O (April 2015). "Tensor GSVD of patient- and platform-matched tumor and normal DNA copy-number profiles uncovers chromosome arm-wide patterns of tumor-exclusive platform-consistent alterations encoding for cell transformation and predicting ovarian cancer survival". PLOS ONE. 10 (4): e0121396. Bibcode:2015PLoSO..1021396S. doi:10.1371/journal.pone.0121396. PMC 4398562. PMID 25875127.
Bradley MW, Aiello KA, Ponnapalli SP, Hanson HA, Alter O (September 2019). "GSVD- and tensor GSVD-uncovered patterns of DNA copy-number alterations predict adenocarcinomas survival in general and in response to platinum". APL Bioengineering. 3 (3): 036104. doi:10.1063/1.5099268. PMC 6701977. PMID 31463421. Supplementary Material.
Abdi H, Williams LJ (2010). "Principal component analysis". Wiley Interdisciplinary Reviews: Computational Statistics. 2 (4): 433–459. doi:10.1002/wics.101. S2CID 122379222.

eurekalert.org

Ponnapalli SP, Bradley MW, Devine K, Bowen J, Coppens SE, Leraas KM, Milash BA, Li F, Luo H, Qiu S, Wu K, Yang H, Wittwer CT, Palmer CA, Jensen RL, Gastier-Foster JM, Hanson HA, Barnholtz-Sloan JS, Alter O (May 2020). "Retrospective Clinical Trial Experimentally Validates Glioblastoma Genome-Wide Pattern of DNA Copy-Number Alterations Predictor of Survival". APL Bioengineering. 4 (2): 026106. doi:10.1063/1.5142559. PMC 7229984. PMID 32478280. Press Release.

harvard.edu

ui.adsabs.harvard.edu

Van Loan CF (1976). "Generalizing the Singular Value Decomposition". SIAM J. Numer. Anal. 13 (1): 76–83. Bibcode:1976SJNA...13...76V. doi:10.1137/0713009.
Paige CC, Saunders MA (1981). "Towards a Generalized Singular Value Decomposition". SIAM J. Numer. Anal. 18 (3): 398–405. Bibcode:1981SJNA...18..398P. doi:10.1137/0718026.
Alter O, Brown PO, Botstein D (March 2003). "Generalized singular value decomposition for comparative analysis of genome-scale expression data sets of two different organisms". Proceedings of the National Academy of Sciences of the United States of America. 100 (6): 3351–6. Bibcode:2003PNAS..100.3351A. doi:10.1073/pnas.0530258100. PMC 152296. PMID 12631705.
Lee CH, Alpert BO, Sankaranarayanan P, Alter O (January 2012). "GSVD comparison of patient-matched normal and tumor aCGH profiles reveals global copy-number alterations predicting glioblastoma multiforme survival". PLOS ONE. 7 (1): e30098. Bibcode:2012PLoSO...730098L. doi:10.1371/journal.pone.0030098. PMC 3264559. PMID 22291905.
Ponnapalli SP, Saunders MA, Van Loan CF, Alter O (December 2011). "A higher-order generalized singular value decomposition for comparison of global mRNA expression from multiple organisms". PLOS ONE. 6 (12): e28072. Bibcode:2011PLoSO...628072P. doi:10.1371/journal.pone.0028072. PMC 3245232. PMID 22216090.
Sankaranarayanan P, Schomay TE, Aiello KA, Alter O (April 2015). "Tensor GSVD of patient- and platform-matched tumor and normal DNA copy-number profiles uncovers chromosome arm-wide patterns of tumor-exclusive platform-consistent alterations encoding for cell transformation and predicting ovarian cancer survival". PLOS ONE. 10 (4): e0121396. Bibcode:2015PLoSO..1021396S. doi:10.1371/journal.pone.0121396. PMC 4398562. PMID 25875127.

kuleuven.be

ftp.esat.kuleuven.be

de Moor BL, Golub GH (1989). "Generalized Singular Value Decompositions A Proposal for a Standard Nomenclauture" (PDF).

nih.gov

ncbi.nlm.nih.gov

Alter O, Brown PO, Botstein D (March 2003). "Generalized singular value decomposition for comparative analysis of genome-scale expression data sets of two different organisms". Proceedings of the National Academy of Sciences of the United States of America. 100 (6): 3351–6. Bibcode:2003PNAS..100.3351A. doi:10.1073/pnas.0530258100. PMC 152296. PMID 12631705.
Lee CH, Alpert BO, Sankaranarayanan P, Alter O (January 2012). "GSVD comparison of patient-matched normal and tumor aCGH profiles reveals global copy-number alterations predicting glioblastoma multiforme survival". PLOS ONE. 7 (1): e30098. Bibcode:2012PLoSO...730098L. doi:10.1371/journal.pone.0030098. PMC 3264559. PMID 22291905.
Aiello KA, Ponnapalli SP, Alter O (September 2018). "Mathematically universal and biologically consistent astrocytoma genotype encodes for transformation and predicts survival phenotype". APL Bioengineering. 2 (3): 031909. doi:10.1063/1.5037882. PMC 6215493. PMID 30397684.
Ponnapalli SP, Bradley MW, Devine K, Bowen J, Coppens SE, Leraas KM, Milash BA, Li F, Luo H, Qiu S, Wu K, Yang H, Wittwer CT, Palmer CA, Jensen RL, Gastier-Foster JM, Hanson HA, Barnholtz-Sloan JS, Alter O (May 2020). "Retrospective Clinical Trial Experimentally Validates Glioblastoma Genome-Wide Pattern of DNA Copy-Number Alterations Predictor of Survival". APL Bioengineering. 4 (2): 026106. doi:10.1063/1.5142559. PMC 7229984. PMID 32478280. Press Release.
Ponnapalli SP, Saunders MA, Van Loan CF, Alter O (December 2011). "A higher-order generalized singular value decomposition for comparison of global mRNA expression from multiple organisms". PLOS ONE. 6 (12): e28072. Bibcode:2011PLoSO...628072P. doi:10.1371/journal.pone.0028072. PMC 3245232. PMID 22216090.
Sankaranarayanan P, Schomay TE, Aiello KA, Alter O (April 2015). "Tensor GSVD of patient- and platform-matched tumor and normal DNA copy-number profiles uncovers chromosome arm-wide patterns of tumor-exclusive platform-consistent alterations encoding for cell transformation and predicting ovarian cancer survival". PLOS ONE. 10 (4): e0121396. Bibcode:2015PLoSO..1021396S. doi:10.1371/journal.pone.0121396. PMC 4398562. PMID 25875127.
Bradley MW, Aiello KA, Ponnapalli SP, Hanson HA, Alter O (September 2019). "GSVD- and tensor GSVD-uncovered patterns of DNA copy-number alterations predict adenocarcinomas survival in general and in response to platinum". APL Bioengineering. 3 (3): 036104. doi:10.1063/1.5099268. PMC 6701977. PMID 31463421. Supplementary Material.

pubmed.ncbi.nlm.nih.gov

Alter O, Brown PO, Botstein D (March 2003). "Generalized singular value decomposition for comparative analysis of genome-scale expression data sets of two different organisms". Proceedings of the National Academy of Sciences of the United States of America. 100 (6): 3351–6. Bibcode:2003PNAS..100.3351A. doi:10.1073/pnas.0530258100. PMC 152296. PMID 12631705.
Lee CH, Alpert BO, Sankaranarayanan P, Alter O (January 2012). "GSVD comparison of patient-matched normal and tumor aCGH profiles reveals global copy-number alterations predicting glioblastoma multiforme survival". PLOS ONE. 7 (1): e30098. Bibcode:2012PLoSO...730098L. doi:10.1371/journal.pone.0030098. PMC 3264559. PMID 22291905.
Aiello KA, Ponnapalli SP, Alter O (September 2018). "Mathematically universal and biologically consistent astrocytoma genotype encodes for transformation and predicts survival phenotype". APL Bioengineering. 2 (3): 031909. doi:10.1063/1.5037882. PMC 6215493. PMID 30397684.
Ponnapalli SP, Bradley MW, Devine K, Bowen J, Coppens SE, Leraas KM, Milash BA, Li F, Luo H, Qiu S, Wu K, Yang H, Wittwer CT, Palmer CA, Jensen RL, Gastier-Foster JM, Hanson HA, Barnholtz-Sloan JS, Alter O (May 2020). "Retrospective Clinical Trial Experimentally Validates Glioblastoma Genome-Wide Pattern of DNA Copy-Number Alterations Predictor of Survival". APL Bioengineering. 4 (2): 026106. doi:10.1063/1.5142559. PMC 7229984. PMID 32478280. Press Release.
Ponnapalli SP, Saunders MA, Van Loan CF, Alter O (December 2011). "A higher-order generalized singular value decomposition for comparison of global mRNA expression from multiple organisms". PLOS ONE. 6 (12): e28072. Bibcode:2011PLoSO...628072P. doi:10.1371/journal.pone.0028072. PMC 3245232. PMID 22216090.
Sankaranarayanan P, Schomay TE, Aiello KA, Alter O (April 2015). "Tensor GSVD of patient- and platform-matched tumor and normal DNA copy-number profiles uncovers chromosome arm-wide patterns of tumor-exclusive platform-consistent alterations encoding for cell transformation and predicting ovarian cancer survival". PLOS ONE. 10 (4): e0121396. Bibcode:2015PLoSO..1021396S. doi:10.1371/journal.pone.0121396. PMC 4398562. PMID 25875127.
Bradley MW, Aiello KA, Ponnapalli SP, Hanson HA, Alter O (September 2019). "GSVD- and tensor GSVD-uncovered patterns of DNA copy-number alterations predict adenocarcinomas survival in general and in response to platinum". APL Bioengineering. 3 (3): 036104. doi:10.1063/1.5099268. PMC 6701977. PMID 31463421. Supplementary Material.

semanticscholar.org

api.semanticscholar.org

Abdi H, Williams LJ (2010). "Principal component analysis". Wiley Interdisciplinary Reviews: Computational Statistics. 2 (4): 433–459. doi:10.1002/wics.101. S2CID 122379222.