183 related articles for article (PubMed ID: 37889118)
1. Filter and Wrapper Stacking Ensemble (FWSE): a robust approach for reliable biomarker discovery in high-dimensional omics data.
Budhraja S; Doborjeh M; Singh B; Tan S; Doborjeh Z; Lai E; Merkin A; Lee J; Goh W; Kasabov N
Brief Bioinform; 2023 Sep; 24(6):. PubMed ID: 37889118
[TBL] [Abstract][Full Text] [Related]
2. Artificial Intelligence based wrapper for high dimensional feature selection.
Jain R; Xu W
BMC Bioinformatics; 2023 Oct; 24(1):392. PubMed ID: 37853338
[TBL] [Abstract][Full Text] [Related]
3. Filter versus wrapper gene selection approaches in DNA microarray domains.
Inza I; Larrañaga P; Blanco R; Cerrolaza AJ
Artif Intell Med; 2004 Jun; 31(2):91-103. PubMed ID: 15219288
[TBL] [Abstract][Full Text] [Related]
4. Stable feature selection based on the ensemble L
Moon M; Nakai K
BMC Genomics; 2016 Dec; 17(Suppl 13):1026. PubMed ID: 28155664
[TBL] [Abstract][Full Text] [Related]
5. Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery.
Spooner A; Mohammadi G; Sachdev PS; Brodaty H; Sowmya A;
BMC Bioinformatics; 2023 Jan; 24(1):9. PubMed ID: 36624372
[TBL] [Abstract][Full Text] [Related]
6. Nested ensemble selection: An effective hybrid feature selection method.
Kamalov F; Sulieman H; Moussa S; Reyes JA; Safaraliev M
Heliyon; 2023 Sep; 9(9):e19686. PubMed ID: 37809839
[TBL] [Abstract][Full Text] [Related]
7. A Tri-Stage Wrapper-Filter Feature Selection Framework for Disease Classification.
Mandal M; Singh PK; Ijaz MF; Shafi J; Sarkar R
Sensors (Basel); 2021 Aug; 21(16):. PubMed ID: 34451013
[TBL] [Abstract][Full Text] [Related]
8. Upper-Limb Motion Recognition Based on Hybrid Feature Selection: Algorithm Development and Validation.
Li Q; Liu Y; Zhu J; Chen Z; Liu L; Yang S; Zhu G; Zhu B; Li J; Jin R; Tao J; Chen L
JMIR Mhealth Uhealth; 2021 Sep; 9(9):e24402. PubMed ID: 34473067
[TBL] [Abstract][Full Text] [Related]
9. A machine learning heuristic to identify biologically relevant and minimal biomarker panels from omics data.
Swan AL; Stekel DJ; Hodgman C; Allaway D; Alqahtani MH; Mobasheri A; Bacardit J
BMC Genomics; 2015; 16 Suppl 1(Suppl 1):S2. PubMed ID: 25923811
[TBL] [Abstract][Full Text] [Related]
10. An Ensemble Feature Selection Method for Biomarker Discovery.
Shahrjooihaghighi A; Frigui H; Zhang X; Wei X; Shi B; Trabelsi A
Proc IEEE Int Symp Signal Proc Inf Tech; 2017 Dec; 2017():416-421. PubMed ID: 30887013
[TBL] [Abstract][Full Text] [Related]
11. Robust biomarker discovery for hepatocellular carcinoma from high-throughput data by multiple feature selection methods.
Zhang Z; Liu ZP
BMC Med Genomics; 2021 Aug; 14(Suppl 1):112. PubMed ID: 34433487
[TBL] [Abstract][Full Text] [Related]
12. A two-stage hybrid biomarker selection method based on ensemble filter and binary differential evolution incorporating binary African vultures optimization.
Li W; Chi Y; Yu K; Xie W
BMC Bioinformatics; 2023 Apr; 24(1):130. PubMed ID: 37016297
[TBL] [Abstract][Full Text] [Related]
13. An Ensemble Framework Coping with Instability in the Gene Selection Process.
Castellanos-Garzón JA; Ramos J; López-Sánchez D; de Paz JF; Corchado JM
Interdiscip Sci; 2018 Mar; 10(1):12-23. PubMed ID: 29313209
[TBL] [Abstract][Full Text] [Related]
14. An Efficient hybrid filter-wrapper metaheuristic-based gene selection method for high dimensional datasets.
Pirgazi J; Alimoradi M; Esmaeili Abharian T; Olyaee MH
Sci Rep; 2019 Dec; 9(1):18580. PubMed ID: 31819106
[TBL] [Abstract][Full Text] [Related]
15. Cancer Classification Utilizing Voting Classifier with Ensemble Feature Selection Method and Transcriptomic Data.
Khatun R; Akter M; Islam MM; Uddin MA; Talukder MA; Kamruzzaman J; Azad A; Paul BK; Almoyad MAA; Aryal S; Moni MA
Genes (Basel); 2023 Sep; 14(9):. PubMed ID: 37761941
[TBL] [Abstract][Full Text] [Related]
16. A Novel Rank Aggregation-Based Hybrid Multifilter Wrapper Feature Selection Method in Software Defect Prediction.
Balogun AO; Basri S; Mahamad S; Capretz LF; Imam AA; Almomani MA; Adeyemo VE; Kumar G
Comput Intell Neurosci; 2021; 2021():5069016. PubMed ID: 34868291
[TBL] [Abstract][Full Text] [Related]
17. Derivative component analysis for mass spectral serum proteomic profiles.
Han H
BMC Med Genomics; 2014; 7 Suppl 1(Suppl 1):S5. PubMed ID: 25080317
[TBL] [Abstract][Full Text] [Related]
18. Neuropsychological predictors of conversion from mild cognitive impairment to Alzheimer's disease: a feature selection ensemble combining stability and predictability.
Pereira T; Ferreira FL; Cardoso S; Silva D; de Mendonça A; Guerreiro M; Madeira SC;
BMC Med Inform Decis Mak; 2018 Dec; 18(1):137. PubMed ID: 30567554
[TBL] [Abstract][Full Text] [Related]
19. A novel feature selection approach for biomedical data classification.
Peng Y; Wu Z; Jiang J
J Biomed Inform; 2010 Feb; 43(1):15-23. PubMed ID: 19647098
[TBL] [Abstract][Full Text] [Related]
20. A novel class dependent feature selection method for cancer biomarker discovery.
Zhou W; Dickerson JA
Comput Biol Med; 2014 Apr; 47():66-75. PubMed ID: 24561345
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]