141 related articles for article (PubMed ID: 37738663)
1. PLPCA: Persistent Laplacian-Enhanced PCA for Microarray Data Analysis.
Cottrell S; Wang R; Wei GW
J Chem Inf Model; 2024 Apr; 64(7):2405-2420. PubMed ID: 37738663
[TBL] [Abstract][Full Text] [Related]
2. K-nearest-neighbors induced topological PCA for single cell RNA-sequence data analysis.
Cottrell S; Hozumi Y; Wei GW
Comput Biol Med; 2024 Jun; 175():108497. PubMed ID: 38678944
[TBL] [Abstract][Full Text] [Related]
3. HOMOTOPY CONTINUATION FOR THE SPECTRA OF PERSISTENT LAPLACIANS.
Wei X; Wei GW
Found Data Sci; 2021 Dec; 3(4):677-700. PubMed ID: 35822080
[TBL] [Abstract][Full Text] [Related]
4. K-Nearest-Neighbors Induced Topological PCA for Single Cell RNA-Sequence Data Analysis.
Cottrell S; Hozumi Y; Wei GW
ArXiv; 2023 Oct; ():. PubMed ID: 37961744
[TBL] [Abstract][Full Text] [Related]
5. Enhancing Characteristic Gene Selection and Tumor Classification by the Robust Laplacian Supervised Discriminative Sparse PCA.
Zhang LX; Yan H; Liu Y; Xu J; Song J; Yu DJ
J Chem Inf Model; 2022 Apr; 62(7):1794-1807. PubMed ID: 35353532
[TBL] [Abstract][Full Text] [Related]
6. Principal Component Analysis Based on Graph Laplacian and Double Sparse Constraints for Feature Selection and Sample Clustering on Multi-View Data.
Wu MJ; Gao YL; Liu JX; Zhu R; Wang J
Hum Hered; 2019; 84(1):47-58. PubMed ID: 31466072
[TBL] [Abstract][Full Text] [Related]
7. Multiscale Laplacian Learning.
Merkurjev E; Nguyen DD; Wei GW
Appl Intell (Dordr); 2023 Jun; 53(12):15727-15746. PubMed ID: 38031564
[TBL] [Abstract][Full Text] [Related]
8. PCA Based on Graph Laplacian Regularization and P-Norm for Gene Selection and Clustering.
Feng CM; Gao YL; Liu JX; Zheng CH; Yu J
IEEE Trans Nanobioscience; 2017 Jun; 16(4):257-265. PubMed ID: 28371780
[TBL] [Abstract][Full Text] [Related]
9. Joint
Feng CM; Gao YL; Liu JX; Wang J; Wang DQ; Wen CG
Biomed Res Int; 2017; 2017():5073427. PubMed ID: 28470011
[TBL] [Abstract][Full Text] [Related]
10. Comparative study of unsupervised dimension reduction techniques for the visualization of microarray gene expression data.
Bartenhagen C; Klein HU; Ruckert C; Jiang X; Dugas M
BMC Bioinformatics; 2010 Nov; 11():567. PubMed ID: 21087509
[TBL] [Abstract][Full Text] [Related]
11. Systematic benchmarking of microarray data classification: assessing the role of non-linearity and dimensionality reduction.
Pochet N; De Smet F; Suykens JA; De Moor BL
Bioinformatics; 2004 Nov; 20(17):3185-95. PubMed ID: 15231531
[TBL] [Abstract][Full Text] [Related]
12. Nonnegative principal component analysis for cancer molecular pattern discovery.
Han X
IEEE/ACM Trans Comput Biol Bioinform; 2010; 7(3):537-49. PubMed ID: 20671323
[TBL] [Abstract][Full Text] [Related]
13. Spectral detection of simplicial communities via Hodge Laplacians.
Krishnagopal S; Bianconi G
Phys Rev E; 2021 Dec; 104(6-1):064303. PubMed ID: 35030957
[TBL] [Abstract][Full Text] [Related]
14. PCA via joint graph Laplacian and sparse constraint: Identification of differentially expressed genes and sample clustering on gene expression data.
Feng CM; Xu Y; Hou MX; Dai LY; Shang JL
BMC Bioinformatics; 2019 Dec; 20(Suppl 22):716. PubMed ID: 31888433
[TBL] [Abstract][Full Text] [Related]
15. Incorporating biological information in sparse principal component analysis with application to genomic data.
Li Z; Safo SE; Long Q
BMC Bioinformatics; 2017 Jul; 18(1):332. PubMed ID: 28697740
[TBL] [Abstract][Full Text] [Related]
16. Graphlet Laplacians for topology-function and topology-disease relationships.
Windels SFL; Malod-Dognin N; Pržulj N
Bioinformatics; 2019 Dec; 35(24):5226-5234. PubMed ID: 31192358
[TBL] [Abstract][Full Text] [Related]
17. Persistent spectral graph.
Wang R; Nguyen DD; Wei GW
Int J Numer Method Biomed Eng; 2020 Sep; 36(9):e3376. PubMed ID: 32515170
[TBL] [Abstract][Full Text] [Related]
18. Integrative analysis of gene expression and copy number alterations using canonical correlation analysis.
Soneson C; Lilljebjörn H; Fioretos T; Fontes M
BMC Bioinformatics; 2010 Apr; 11():191. PubMed ID: 20398334
[TBL] [Abstract][Full Text] [Related]
19. Joint Lp-Norm and L
Kong XZ; Song Y; Liu JX; Zheng CH; Yuan SS; Wang J; Dai LY
Front Genet; 2021; 12():621317. PubMed ID: 33708239
[TBL] [Abstract][Full Text] [Related]
20. A weighted principal component analysis and its application to gene expression data.
Pinto da Costa JF; Alonso H; Roque L
IEEE/ACM Trans Comput Biol Bioinform; 2011; 8(1):246-52. PubMed ID: 21071812
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]