153 related articles for article (PubMed ID: 32454371)
1. 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]
2. Online sequential class-specific extreme learning machine for binary imbalanced learning.
Shukla S; Raghuwanshi BS
Neural Netw; 2019 Nov; 119():235-248. PubMed ID: 31472290
[TBL] [Abstract][Full Text] [Related]
3. Imbalanced biomedical data classification using self-adaptive multilayer ELM combined with dynamic GAN.
Zhang L; Yang H; Jiang Z
Biomed Eng Online; 2018 Dec; 17(1):181. PubMed ID: 30514298
[TBL] [Abstract][Full Text] [Related]
4. Meta-cognitive online sequential extreme learning machine for imbalanced and concept-drifting data classification.
Mirza B; Lin Z
Neural Netw; 2016 Aug; 80():79-94. PubMed ID: 27187873
[TBL] [Abstract][Full Text] [Related]
5. Post-boosting of classification boundary for imbalanced data using geometric mean.
Du J; Vong CM; Pun CM; Wong PK; Ip WF
Neural Netw; 2017 Dec; 96():101-114. PubMed ID: 28987974
[TBL] [Abstract][Full Text] [Related]
6. Improving Classification Performance through an Advanced Ensemble Based Heterogeneous Extreme Learning Machines.
Abuassba AOM; Zhang D; Luo X; Shaheryar A; Ali H
Comput Intell Neurosci; 2017; 2017():3405463. PubMed ID: 28546808
[TBL] [Abstract][Full Text] [Related]
7. Class-imbalanced complementary-label learning via weighted loss.
Wei M; Zhou Y; Li Z; Xu X
Neural Netw; 2023 Sep; 166():555-565. PubMed ID: 37586256
[TBL] [Abstract][Full Text] [Related]
8. 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]
9. A Machine Learning Framework for Balancing Training Sets of Sensor Sequential Data Streams.
Setiawan BD; Serdült U; Kryssanov V
Sensors (Basel); 2021 Oct; 21(20):. PubMed ID: 34696105
[TBL] [Abstract][Full Text] [Related]
10. Class-specific extreme learning machine for handling binary class imbalance problem.
Raghuwanshi BS; Shukla S
Neural Netw; 2018 Sep; 105():206-217. PubMed ID: 29870928
[TBL] [Abstract][Full Text] [Related]
11. Ensemble based adaptive over-sampling method for imbalanced data learning in computer aided detection of microaneurysm.
Ren F; Cao P; Li W; Zhao D; Zaiane O
Comput Med Imaging Graph; 2017 Jan; 55():54-67. PubMed ID: 27507324
[TBL] [Abstract][Full Text] [Related]
12. Active Learning From Imbalanced Data: A Solution of Online Weighted Extreme Learning Machine.
Yu H; Yang X; Zheng S; Sun C
IEEE Trans Neural Netw Learn Syst; 2019 Apr; 30(4):1088-1103. PubMed ID: 30137013
[TBL] [Abstract][Full Text] [Related]
13. Federated Learning on Clinical Benchmark Data: Performance Assessment.
Lee GH; Shin SY
J Med Internet Res; 2020 Oct; 22(10):e20891. PubMed ID: 33104011
[TBL] [Abstract][Full Text] [Related]
14. Boosting ridge for the extreme learning machine globally optimised for classification and regression problems.
Peralez-González C; Pérez-Rodríguez J; Durán-Rosal AM
Sci Rep; 2023 Jul; 13(1):11809. PubMed ID: 37479841
[TBL] [Abstract][Full Text] [Related]
15. Multi-view learning-based data proliferator for boosting classification using highly imbalanced classes.
Graa O; Rekik I
J Neurosci Methods; 2019 Nov; 327():108344. PubMed ID: 31421161
[TBL] [Abstract][Full Text] [Related]
16. Feature Selection for High-Dimensional and Imbalanced Biomedical Data Based on Robust Correlation Based Redundancy and Binary Grasshopper Optimization Algorithm.
Abdulrauf Sharifai G; Zainol Z
Genes (Basel); 2020 Jun; 11(7):. PubMed ID: 32605144
[TBL] [Abstract][Full Text] [Related]
17. Diagnosing glaucoma on imbalanced data with self-ensemble dual-curriculum learning.
Zhao R; Chen X; Chen Z; Li S
Med Image Anal; 2022 Jan; 75():102295. PubMed ID: 34753022
[TBL] [Abstract][Full Text] [Related]
18. Class imbalance should not throw you off balance: Choosing the right classifiers and performance metrics for brain decoding with imbalanced data.
Thölke P; Mantilla-Ramos YJ; Abdelhedi H; Maschke C; Dehgan A; Harel Y; Kemtur A; Mekki Berrada L; Sahraoui M; Young T; Bellemare Pépin A; El Khantour C; Landry M; Pascarella A; Hadid V; Combrisson E; O'Byrne J; Jerbi K
Neuroimage; 2023 Aug; 277():120253. PubMed ID: 37385392
[TBL] [Abstract][Full Text] [Related]
19. Improved PSO_AdaBoost Ensemble Algorithm for Imbalanced Data.
Li K; Zhou G; Zhai J; Li F; Shao M
Sensors (Basel); 2019 Mar; 19(6):. PubMed ID: 30917599
[TBL] [Abstract][Full Text] [Related]
20. 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]
[Next] [New Search]