127 related articles for article (PubMed ID: 29850005)
1. Ensemble of Rotation Trees for Imbalanced Medical Datasets.
Guo H; Liu H; Wu CA; Liu W; She W
J Healthc Eng; 2018; 2018():8902981. PubMed ID: 29850005
[TBL] [Abstract][Full Text] [Related]
2. Embedding Undersampling Rotation Forest for Imbalanced Problem.
Guo H; Diao X; Liu H
Comput Intell Neurosci; 2018; 2018():6798042. PubMed ID: 30515200
[TBL] [Abstract][Full Text] [Related]
3. A Pareto-based Ensemble with Feature and Instance Selection for Learning from Multi-Class Imbalanced Datasets.
Fernández A; Carmona CJ; José Del Jesus M; Herrera F
Int J Neural Syst; 2017 Sep; 27(6):1750028. PubMed ID: 28633551
[TBL] [Abstract][Full Text] [Related]
4. Improved support vector machine classification for imbalanced medical datasets by novel hybrid sampling combining modified mega-trend-diffusion and bagging extreme learning machine model.
Lin LS; Kao CH; Li YJ; Chen HH; Chen HY
Math Biosci Eng; 2023 Sep; 20(10):17672-17701. PubMed ID: 38052532
[TBL] [Abstract][Full Text] [Related]
5. parSMURF, a high-performance computing tool for the genome-wide detection of pathogenic variants.
Petrini A; Mesiti M; Schubach M; Frasca M; Danis D; Re M; Grossi G; Cappelletti L; Castrignanò T; Robinson PN; Valentini G
Gigascience; 2020 May; 9(5):. PubMed ID: 32444882
[TBL] [Abstract][Full Text] [Related]
6. Sample Subset Optimization Techniques for Imbalanced and Ensemble Learning Problems in Bioinformatics Applications.
Yang P; Yoo PD; Fernando J; Zhou BB; Zhang Z; Zomaya AY
IEEE Trans Cybern; 2014 Mar; 44(3):445-55. PubMed ID: 24108722
[TBL] [Abstract][Full Text] [Related]
7. Hashing-Based Undersampling Ensemble for Imbalanced Pattern Classification Problems.
Ng WWY; Xu S; Zhang J; Tian X; Rong T; Kwong S
IEEE Trans Cybern; 2022 Feb; 52(2):1269-1279. PubMed ID: 32598288
[TBL] [Abstract][Full Text] [Related]
8. Imbalanced class learning in epigenetics.
Haque MM; Skinner MK; Holder LB
J Comput Biol; 2014 Jul; 21(7):492-507. PubMed ID: 24798423
[TBL] [Abstract][Full Text] [Related]
9. An Improved Ensemble Learning Method for Classifying High-Dimensional and Imbalanced Biomedicine Data.
Yu H; Ni J
IEEE/ACM Trans Comput Biol Bioinform; 2014; 11(4):657-66. PubMed ID: 26356336
[TBL] [Abstract][Full Text] [Related]
10. Network inference with ensembles of bi-clustering trees.
Pliakos K; Vens C
BMC Bioinformatics; 2019 Oct; 20(1):525. PubMed ID: 31660848
[TBL] [Abstract][Full Text] [Related]
11. 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]
12. Experimental Study and Comparison of Imbalance Ensemble Classifiers with Dynamic Selection Strategy.
Zhao D; Wang X; Mu Y; Wang L
Entropy (Basel); 2021 Jun; 23(7):. PubMed ID: 34203274
[TBL] [Abstract][Full Text] [Related]
13. Comprehensive decision tree models in bioinformatics.
Stiglic G; Kocbek S; Pernek I; Kokol P
PLoS One; 2012; 7(3):e33812. PubMed ID: 22479449
[TBL] [Abstract][Full Text] [Related]
14. A hybrid sampling algorithm combining synthetic minority over-sampling technique and edited nearest neighbor for missed abortion diagnosis.
Yang F; Wang K; Sun L; Zhai M; Song J; Wang H
BMC Med Inform Decis Mak; 2022 Dec; 22(1):344. PubMed ID: 36581862
[TBL] [Abstract][Full Text] [Related]
15. Machine learning algorithms, bull genetic information, and imbalanced datasets used in abortion incidence prediction models for Iranian Holstein dairy cattle.
Keshavarzi H; Sadeghi-Sefidmazgi A; Mirzaei A; Ravanifard R
Prev Vet Med; 2020 Feb; 175():104869. PubMed ID: 31896505
[TBL] [Abstract][Full Text] [Related]
16. A Hybrid Ensemble Algorithm Combining AdaBoost and Genetic Algorithm for Cancer Classification with Gene Expression Data.
Lu H; Gao H; Ye M; Wang X
IEEE/ACM Trans Comput Biol Bioinform; 2021; 18(3):863-870. PubMed ID: 31722484
[TBL] [Abstract][Full Text] [Related]
17. Ensemble-based model selection for imbalanced data to investigate the contributing factors to multiple fatality road crashes in Ghana.
Yahaya M; Guo R; Jiang X; Bashir K; Matara C; Xu S
Accid Anal Prev; 2021 Mar; 151():105851. PubMed ID: 33383521
[TBL] [Abstract][Full Text] [Related]
18. Evolutionary undersampling for classification with imbalanced datasets: proposals and taxonomy.
García S; Herrera F
Evol Comput; 2009; 17(3):275-306. PubMed ID: 19708770
[TBL] [Abstract][Full Text] [Related]
19. Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data.
Vong CM; Du J
Neural Netw; 2020 Aug; 128():268-278. PubMed ID: 32454371
[TBL] [Abstract][Full Text] [Related]
20. Learning to improve medical decision making from imbalanced data without a priori cost.
Wan X; Liu J; Cheung WK; Tong T
BMC Med Inform Decis Mak; 2014 Dec; 14():111. PubMed ID: 25480146
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
