These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.
160 related articles for article (PubMed ID: 20591424)
1. Decision forest for classification of gene expression data. Huang J; Fang H; Fan X Comput Biol Med; 2010 Aug; 40(8):698-704. PubMed ID: 20591424 [TBL] [Abstract][Full Text] [Related]
2. Cancer classification from gene expression data by NPPC ensemble. Ghorai S; Mukherjee A; Sengupta S; Dutta PK IEEE/ACM Trans Comput Biol Bioinform; 2011; 8(3):659-71. PubMed ID: 20479504 [TBL] [Abstract][Full Text] [Related]
3. Feature selection and nearest centroid classification for protein mass spectrometry. Levner I BMC Bioinformatics; 2005 Mar; 6():68. PubMed ID: 15788095 [TBL] [Abstract][Full Text] [Related]
4. Decision tree and ensemble learning algorithms with their applications in bioinformatics. Che D; Liu Q; Rasheed K; Tao X Adv Exp Med Biol; 2011; 696():191-9. PubMed ID: 21431559 [TBL] [Abstract][Full Text] [Related]
5. Genetic programming based ensemble system for microarray data classification. Liu KH; Tong M; Xie ST; Yee Ng VT Comput Math Methods Med; 2015; 2015():193406. PubMed ID: 25810748 [TBL] [Abstract][Full Text] [Related]
6. Ensemble gene selection by grouping for microarray data classification. Liu H; Liu L; Zhang H J Biomed Inform; 2010 Feb; 43(1):81-7. PubMed ID: 19699316 [TBL] [Abstract][Full Text] [Related]
7. Rotation of random forests for genomic and proteomic classification problems. Stiglic G; Rodriguez JJ; Kokol P Adv Exp Med Biol; 2011; 696():211-21. PubMed ID: 21431561 [TBL] [Abstract][Full Text] [Related]
8. Robust feature selection for microarray data based on multicriterion fusion. Yang F; Mao KZ IEEE/ACM Trans Comput Biol Bioinform; 2011; 8(4):1080-92. PubMed ID: 21566255 [TBL] [Abstract][Full Text] [Related]
9. An efficient approach for feature construction of high-dimensional microarray data by random projections. Tariq H; Eldridge E; Welch I PLoS One; 2018; 13(4):e0196385. PubMed ID: 29702670 [TBL] [Abstract][Full Text] [Related]
10. A multiple kernel support vector machine scheme for feature selection and rule extraction from gene expression data of cancer tissue. Chen Z; Li J; Wei L Artif Intell Med; 2007 Oct; 41(2):161-75. PubMed ID: 17851055 [TBL] [Abstract][Full Text] [Related]
11. Forest classification trees and forest support vector machines algorithms: Demonstration using microarray data. Zintzaras E; Kowald A Comput Biol Med; 2010 May; 40(5):519-24. PubMed ID: 20398898 [TBL] [Abstract][Full Text] [Related]
12. IlluminaGUI: graphical user interface for analyzing gene expression data generated on the Illumina platform. Schultze JL; Eggle D Bioinformatics; 2007 Jun; 23(11):1431-3. PubMed ID: 17384020 [TBL] [Abstract][Full Text] [Related]
13. Ensemble machine learning on gene expression data for cancer classification. Tan AC; Gilbert D Appl Bioinformatics; 2003; 2(3 Suppl):S75-83. PubMed ID: 15130820 [TBL] [Abstract][Full Text] [Related]
14. The feature selection bias problem in relation to high-dimensional gene data. Krawczuk J; Ćukaszuk T Artif Intell Med; 2016 Jan; 66():63-71. PubMed ID: 26674595 [TBL] [Abstract][Full Text] [Related]
15. Targeted projection pursuit for visualizing gene expression data classifications. Faith J; Mintram R; Angelova M Bioinformatics; 2006 Nov; 22(21):2667-73. PubMed ID: 16954139 [TBL] [Abstract][Full Text] [Related]
16. Gene expression data classification using locally linear discriminant embedding. Li B; Zheng CH; Huang DS; Zhang L; Han K Comput Biol Med; 2010 Oct; 40(10):802-10. PubMed ID: 20864095 [TBL] [Abstract][Full Text] [Related]
17. Ensemble Feature Learning of Genomic Data Using Support Vector Machine. Anaissi A; Goyal M; Catchpoole DR; Braytee A; Kennedy PJ PLoS One; 2016; 11(6):e0157330. PubMed ID: 27304923 [TBL] [Abstract][Full Text] [Related]
18. A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification. Statnikov A; Wang L; Aliferis CF BMC Bioinformatics; 2008 Jul; 9():319. PubMed ID: 18647401 [TBL] [Abstract][Full Text] [Related]
19. Support vector machines for novel class detection in Bioinformatics. Spinosa EJ; Carvalho AC Genet Mol Res; 2005 Sep; 4(3):608-15. PubMed ID: 16342046 [TBL] [Abstract][Full Text] [Related]