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.
5. Model-Free Conditional Independence Feature Screening For Ultrahigh Dimensional Data. Wang L; Liu J; Li Y; Li R Sci China Math; 2017 Mar; 60(3):551-568. PubMed ID: 28649265 [TBL] [Abstract][Full Text] [Related]
6. Markov Blanket Feature Selection Using Representative Sets. Yu K; Wu X; Ding W; Mu Y; Wang H IEEE Trans Neural Netw Learn Syst; 2017 Nov; 28(11):2775-2788. PubMed ID: 28113384 [TBL] [Abstract][Full Text] [Related]
7. A Feature Selection Algorithm Integrating Maximum Classification Information and Minimum Interaction Feature Dependency Information. Zhang L Comput Intell Neurosci; 2021; 2021():3569632. PubMed ID: 34992644 [TBL] [Abstract][Full Text] [Related]
8. Feature selection using mutual information based uncertainty measures for tumor classification. Sun L; Xu J Biomed Mater Eng; 2014; 24(1):763-70. PubMed ID: 24211962 [TBL] [Abstract][Full Text] [Related]
9. Accelerating Causal Inference and Feature Selection Methods through G-Test Computation Reuse. Băncioiu C; Brad R Entropy (Basel); 2021 Nov; 23(11):. PubMed ID: 34828198 [TBL] [Abstract][Full Text] [Related]
10. Learning dependence from samples. Seth S; Príncipe JC Int J Bioinform Res Appl; 2014; 10(1):43-58. PubMed ID: 24449692 [TBL] [Abstract][Full Text] [Related]
11. Application of information theoretic feature selection and machine learning methods for the development of genetic risk prediction models. Jalali-Najafabadi F; Stadler M; Dand N; Jadon D; Soomro M; Ho P; Marzo-Ortega H; Helliwell P; Korendowych E; Simpson MA; Packham J; Smith CH; Barker JN; McHugh N; Warren RB; Barton A; Bowes J; ; Sci Rep; 2021 Dec; 11(1):23335. PubMed ID: 34857774 [TBL] [Abstract][Full Text] [Related]
12. Structure Learning of Bayesian Network Based on Adaptive Thresholding. Zhang Y; Wang L; Duan Z; Sun M Entropy (Basel); 2019 Jul; 21(7):. PubMed ID: 33267379 [TBL] [Abstract][Full Text] [Related]
14. Multi-Label Feature Selection with Conditional Mutual Information. Wang X; Zhou Y Comput Intell Neurosci; 2022; 2022():9243893. PubMed ID: 36254206 [TBL] [Abstract][Full Text] [Related]
15. Robust Feature Selection from Microarray Data Based on Cooperative Game Theory and Qualitative Mutual Information. Mortazavi A; Moattar MH Adv Bioinformatics; 2016; 2016():1058305. PubMed ID: 27127506 [TBL] [Abstract][Full Text] [Related]
16. Higher-Order Interactions and Their Duals Reveal Synergy and Logical Dependence beyond Shannon-Information. Jansma A Entropy (Basel); 2023 Apr; 25(4):. PubMed ID: 37190436 [TBL] [Abstract][Full Text] [Related]
17. LAGAM: A Length-Adaptive Genetic Algorithm With Markov Blanket for High-Dimensional Feature Selection in Classification. Zhou J; Wu Q; Zhou M; Wen J; Al-Turki Y; Abusorrah A IEEE Trans Cybern; 2023 Nov; 53(11):6858-6869. PubMed ID: 36374903 [TBL] [Abstract][Full Text] [Related]
18. Conditional Independence Test of Failure and Truncation Times: Essential Tool for Method Selection. Ning J; Pak D; Zhu H; Qin J Comput Stat Data Anal; 2022 Apr; 168():. PubMed ID: 34898770 [TBL] [Abstract][Full Text] [Related]
19. Folic acid supplementation and malaria susceptibility and severity among people taking antifolate antimalarial drugs in endemic areas. Crider K; Williams J; Qi YP; Gutman J; Yeung L; Mai C; Finkelstain J; Mehta S; Pons-Duran C; Menéndez C; Moraleda C; Rogers L; Daniels K; Green P Cochrane Database Syst Rev; 2022 Feb; 2(2022):. PubMed ID: 36321557 [TBL] [Abstract][Full Text] [Related]