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.
377 related articles for article (PubMed ID: 29028213)
1. Classification of Imbalanced Data by Oversampling in Kernel Space of Support Vector Machines. Mathew J; Pang CK; Luo M; Leong WH IEEE Trans Neural Netw Learn Syst; 2018 Sep; 29(9):4065-4076. PubMed ID: 29028213 [TBL] [Abstract][Full Text] [Related]
2. Classification of toxicity effects of biotransformed hepatic drugs using whale optimized support vector machines. Tharwat A; Moemen YS; Hassanien AE J Biomed Inform; 2017 Apr; 68():132-149. PubMed ID: 28286029 [TBL] [Abstract][Full Text] [Related]
3. Oversampling the Minority Class in the Feature Space. Perez-Ortiz M; Gutierrez PA; Tino P; Hervas-Martinez C IEEE Trans Neural Netw Learn Syst; 2016 Sep; 27(9):1947-61. PubMed ID: 26316222 [TBL] [Abstract][Full Text] [Related]
4. Outlier-SMOTE: A refined oversampling technique for improved detection of COVID-19. Turlapati VPK; Prusty MR Intell Based Med; 2020 Dec; 3():100023. PubMed ID: 33289013 [TBL] [Abstract][Full Text] [Related]
5. A comprehensive data level analysis for cancer diagnosis on imbalanced data. Fotouhi S; Asadi S; Kattan MW J Biomed Inform; 2019 Feb; 90():103089. PubMed ID: 30611011 [TBL] [Abstract][Full Text] [Related]
6. Improvement of P300-Based Brain-Computer Interfaces for Home Appliances Control by Data Balancing Techniques. Lee T; Kim M; Kim SP Sensors (Basel); 2020 Sep; 20(19):. PubMed ID: 33003367 [TBL] [Abstract][Full Text] [Related]
7. Tomek Link and SMOTE Approaches for Machine Fault Classification with an Imbalanced Dataset. Swana EF; Doorsamy W; Bokoro P Sensors (Basel); 2022 Apr; 22(9):. PubMed ID: 35590937 [TBL] [Abstract][Full Text] [Related]
8. A Synthetic Minority Oversampling Technique Based on Gaussian Mixture Model Filtering for Imbalanced Data Classification. Xu Z; Shen D; Kou Y; Nie T IEEE Trans Neural Netw Learn Syst; 2024 Mar; 35(3):3740-3753. PubMed ID: 35984792 [TBL] [Abstract][Full Text] [Related]
10. Enhancing and improving the performance of imbalanced class data using novel GBO and SSG: A comparative analysis. Ahsan MM; Ali MS; Siddique Z Neural Netw; 2024 May; 173():106157. PubMed ID: 38335796 [TBL] [Abstract][Full Text] [Related]
11. An Oversampling Method of Unbalanced Data for Mechanical Fault Diagnosis Based on MeanRadius-SMOTE. Duan F; Zhang S; Yan Y; Cai Z Sensors (Basel); 2022 Jul; 22(14):. PubMed ID: 35890845 [TBL] [Abstract][Full Text] [Related]
13. The Impact of Oversampling with SMOTE on the Performance of 3 Classifiers in Prediction of Type 2 Diabetes. Ramezankhani A; Pournik O; Shahrabi J; Azizi F; Hadaegh F; Khalili D Med Decis Making; 2016 Jan; 36(1):137-44. PubMed ID: 25449060 [TBL] [Abstract][Full Text] [Related]
14. LVQ-SMOTE - Learning Vector Quantization based Synthetic Minority Over-sampling Technique for biomedical data. Nakamura M; Kajiwara Y; Otsuka A; Kimura H BioData Min; 2013 Oct; 6(1):16. PubMed ID: 24088532 [TBL] [Abstract][Full Text] [Related]
15. Deep Learning-Based Imbalanced Classification With Fuzzy Support Vector Machine. Wang KF; An J; Wei Z; Cui C; Ma XH; Ma C; Bao HQ Front Bioeng Biotechnol; 2021; 9():802712. PubMed ID: 35127672 [TBL] [Abstract][Full Text] [Related]
16. A hybrid Stacking-SMOTE model for optimizing the prediction of autistic genes. Ismail E; Gad W; Hashem M BMC Bioinformatics; 2023 Oct; 24(1):379. PubMed ID: 37803253 [TBL] [Abstract][Full Text] [Related]
17. Immune centroids oversampling method for binary classification. Ai X; Wu J; Sheng VS; Zhao P; Cui Z Comput Intell Neurosci; 2015; 2015():109806. PubMed ID: 25834570 [TBL] [Abstract][Full Text] [Related]
18. RSMOTE: improving classification performance over imbalanced medical datasets. Naseriparsa M; Al-Shammari A; Sheng M; Zhang Y; Zhou R Health Inf Sci Syst; 2020 Dec; 8(1):22. PubMed ID: 32549976 [TBL] [Abstract][Full Text] [Related]
19. Social Reminiscence in Older Adults' Everyday Conversations: Automated Detection Using Natural Language Processing and Machine Learning. Ferrario A; Demiray B; Yordanova K; Luo M; Martin M J Med Internet Res; 2020 Sep; 22(9):e19133. PubMed ID: 32866108 [TBL] [Abstract][Full Text] [Related]
20. A self-inspected adaptive SMOTE algorithm (SASMOTE) for highly imbalanced data classification in healthcare. Kosolwattana T; Liu C; Hu R; Han S; Chen H; Lin Y BioData Min; 2023 Apr; 16(1):15. PubMed ID: 37098549 [TBL] [Abstract][Full Text] [Related] [Next] [New Search]