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.
104 related articles for article (PubMed ID: 21954215)
1. Developing new fitness functions in genetic programming for classification with unbalanced data. Bhowan U; Johnston M; Zhang M IEEE Trans Syst Man Cybern B Cybern; 2012 Apr; 42(2):406-21. PubMed ID: 21954215 [TBL] [Abstract][Full Text] [Related]
2. High-Dimensional Unbalanced Binary Classification by Genetic Programming with Multi-Criterion Fitness Evaluation and Selection. Pei W; Xue B; Shang L; Zhang M Evol Comput; 2022 Mar; 30(1):99-129. PubMed ID: 34902018 [TBL] [Abstract][Full Text] [Related]
3. Genetic Programming as a tool for identification of analyte-specificity from complex response patterns using a non-specific whole-cell biosensor. Podola B; Melkonian M Biosens Bioelectron; 2012 Mar; 33(1):254-9. PubMed ID: 22325714 [TBL] [Abstract][Full Text] [Related]
4. A learning method for the class imbalance problem with medical data sets. Li DC; Liu CW; Hu SC Comput Biol Med; 2010 May; 40(5):509-18. PubMed ID: 20347072 [TBL] [Abstract][Full Text] [Related]
5. 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]
6. Accuracy-based learning classifier systems: models, analysis and applications to classification tasks. Bernadó-Mansilla E; Garrell-Guiu JM Evol Comput; 2003; 11(3):209-38. PubMed ID: 14558911 [TBL] [Abstract][Full Text] [Related]
7. Adaptive weighted learning for unbalanced multicategory classification. Qiao X; Liu Y Biometrics; 2009 Mar; 65(1):159-68. PubMed ID: 18363773 [TBL] [Abstract][Full Text] [Related]
8. Classification of highly unbalanced CYP450 data of drugs using cost sensitive machine learning techniques. Eitrich T; Kless A; Druska C; Meyer W; Grotendorst J J Chem Inf Model; 2007; 47(1):92-103. PubMed ID: 17238253 [TBL] [Abstract][Full Text] [Related]
9. Instruction-matrix-based genetic programming. Li G; Wang JF; Lee KH; Leung KS IEEE Trans Syst Man Cybern B Cybern; 2008 Aug; 38(4):1036-49. PubMed ID: 18632395 [TBL] [Abstract][Full Text] [Related]
10. Classification ensembles for unbalanced class sizes in predictive toxicology. Chen JJ; Tsai CA; Young JF; Kodell RL SAR QSAR Environ Res; 2005 Dec; 16(6):517-29. PubMed ID: 16428129 [TBL] [Abstract][Full Text] [Related]
11. Robust BMPM training based on second-order cone programming and its application in medical diagnosis. Peng X; King I Neural Netw; 2008; 21(2-3):450-7. PubMed ID: 18282689 [TBL] [Abstract][Full Text] [Related]
12. A novel fitness function in genetic programming for medical data classification. Kumar A; Sinha N; Bhardwaj A J Biomed Inform; 2020 Dec; 112():103623. PubMed ID: 33197613 [TBL] [Abstract][Full Text] [Related]
13. Classification as clustering: a Pareto cooperative-competitive GP approach. McIntyre AR; Heywood MI Evol Comput; 2011; 19(1):137-66. PubMed ID: 20879899 [TBL] [Abstract][Full Text] [Related]
14. Protein classification with imbalanced data. Zhao XM; Li X; Chen L; Aihara K Proteins; 2008 Mar; 70(4):1125-32. PubMed ID: 18076026 [TBL] [Abstract][Full Text] [Related]
15. An active learning based classification strategy for the minority class problem: application to histopathology annotation. Doyle S; Monaco J; Feldman M; Tomaszewski J; Madabhushi A BMC Bioinformatics; 2011 Oct; 12():424. PubMed ID: 22034914 [TBL] [Abstract][Full Text] [Related]
16. Mixture classification model based on clinical markers for breast cancer prognosis. Zeng T; Liu J Artif Intell Med; 2010; 48(2-3):129-37. PubMed ID: 20005686 [TBL] [Abstract][Full Text] [Related]
17. Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. Khan SH; Hayat M; Bennamoun M; Sohel FA; Togneri R IEEE Trans Neural Netw Learn Syst; 2018 Aug; 29(8):3573-3587. PubMed ID: 28829320 [TBL] [Abstract][Full Text] [Related]
18. 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]
19. Coping with unbalanced class data sets in oral absorption models. Newby D; Freitas AA; Ghafourian T J Chem Inf Model; 2013 Feb; 53(2):461-74. PubMed ID: 23293925 [TBL] [Abstract][Full Text] [Related]
20. Ensemble learning with active example selection for imbalanced biomedical data classification. Oh S; Lee MS; Zhang BT IEEE/ACM Trans Comput Biol Bioinform; 2011; 8(2):316-25. PubMed ID: 20876935 [TBL] [Abstract][Full Text] [Related] [Next] [New Search]