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.


BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

100 related articles for article (PubMed ID: 25474818)

  • 1. Diversified Sensitivity-Based Undersampling for Imbalance Classification Problems.
    Ng WW; Hu J; Yeung DS; Yin S; Roli F
    IEEE Trans Cybern; 2015 Nov; 45(11):2402-12. PubMed ID: 25474818
    [TBL] [Abstract][Full Text] [Related]  

  • 2. 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]  

  • 3. Structure-activity relationship-based chemical classification of highly imbalanced Tox21 datasets.
    Idakwo G; Thangapandian S; Luttrell J; Li Y; Wang N; Zhou Z; Hong H; Yang B; Zhang C; Gong P
    J Cheminform; 2020 Oct; 12(1):66. PubMed ID: 33372637
    [TBL] [Abstract][Full Text] [Related]  

  • 4. 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]  

  • 5. Maximizing lipocalin prediction through balanced and diversified training set and decision fusion.
    Nath A; Subbiah K
    Comput Biol Chem; 2015 Dec; 59 Pt A():101-10. PubMed ID: 26433483
    [TBL] [Abstract][Full Text] [Related]  

  • 6. A Noise-Filtered Under-Sampling Scheme for Imbalanced Classification.
    Kang Q; Chen X; Li S; Zhou M
    IEEE Trans Cybern; 2017 Dec; 47(12):4263-4274. PubMed ID: 28113413
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Enhanced Prediction and Characterization of CDK Inhibitors Using Optimal Class Distribution.
    Nath A; Karthikeyan S
    Interdiscip Sci; 2017 Jun; 9(2):292-303. PubMed ID: 26879961
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Hybrid Classifier Ensemble for Imbalanced Data.
    Yang K; Yu Z; Wen X; Cao W; Chen CLP; Wong HS; You J
    IEEE Trans Neural Netw Learn Syst; 2020 Apr; 31(4):1387-1400. PubMed ID: 31265410
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Improved Overlap-based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson's Disease.
    Vuttipittayamongkol P; Elyan E
    Int J Neural Syst; 2020 Aug; 30(8):2050043. PubMed ID: 32674629
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Exploratory undersampling for class-imbalance learning.
    Liu XY; Wu J; Zhou ZH
    IEEE Trans Syst Man Cybern B Cybern; 2009 Apr; 39(2):539-50. PubMed ID: 19095540
    [TBL] [Abstract][Full Text] [Related]  

  • 11. A preclustering-based ensemble learning technique for acute appendicitis diagnoses.
    Lee YH; Hu PJ; Cheng TH; Huang TC; Chuang WY
    Artif Intell Med; 2013 Jun; 58(2):115-24. PubMed ID: 23623208
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Optimal selection of resampling methods for imbalanced data with high complexity.
    Kim A; Jung I
    PLoS One; 2023; 18(7):e0288540. PubMed ID: 37498823
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Distribution-Sensitive Unbalanced Data Oversampling Method for Medical Diagnosis.
    Han W; Huang Z; Li S; Jia Y
    J Med Syst; 2019 Jan; 43(2):39. PubMed ID: 30631957
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Random forests ensemble classifier trained with data resampling strategy to improve cardiac arrhythmia diagnosis.
    Ozçift A
    Comput Biol Med; 2011 May; 41(5):265-71. PubMed ID: 21419401
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Entropy and Confidence-Based Undersampling Boosting Random Forests for Imbalanced Problems.
    Wang Z; Cao C; Zhu Y
    IEEE Trans Neural Netw Learn Syst; 2020 Dec; 31(12):5178-5191. PubMed ID: 31995503
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Prediction of Breast Cancer from Imbalance Respect Using Cluster-Based Undersampling Method.
    Zhang J; Chen L; Abid F
    J Healthc Eng; 2019; 2019():7294582. PubMed ID: 31737241
    [TBL] [Abstract][Full Text] [Related]  

  • 17. A cluster-based hybrid sampling approach for imbalanced data classification.
    Feng S; Zhao C; Fu P
    Rev Sci Instrum; 2020 May; 91(5):055101. PubMed ID: 32486749
    [TBL] [Abstract][Full Text] [Related]  

  • 18. An approach for classification of highly imbalanced data using weighting and undersampling.
    Anand A; Pugalenthi G; Fogel GB; Suganthan PN
    Amino Acids; 2010 Nov; 39(5):1385-91. PubMed ID: 20411285
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Understanding random resampling techniques for class imbalance correction and their consequences on calibration and discrimination of clinical risk prediction models.
    Piccininni M; Wechsung M; Van Calster B; Rohmann JL; Konigorski S; van Smeden M
    J Biomed Inform; 2024 Jul; 155():104666. PubMed ID: 38848886
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Unsupervised learning assisted robust prediction of bioluminescent proteins.
    Nath A; Subbiah K
    Comput Biol Med; 2016 Jan; 68():27-36. PubMed ID: 26599828
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 5.