Classifying highly imbalanced ICU data
暂无分享,去创建一个
Yazan F. Roumani | Luis G. Vargas | Yazan F Roumani | Jerrold H May | David P Strum | Luis G Vargas | D. Strum | J. May
[1] Yanchun Zhang,et al. Toward breast cancer survivability prediction models through improving training space , 2009, Expert Syst. Appl..
[2] D. Kleinbaum,et al. Applied Regression Analysis and Other Multivariate Methods , 1978 .
[3] Nitesh V. Chawla,et al. Editorial: special issue on learning from imbalanced data sets , 2004, SKDD.
[4] Raju S. Bapi,et al. An Unbalanced Data Classification Model Using Hybrid Sampling Technique for Fraud Detection , 2007, PReMI.
[5] Taghi M. Khoshgoftaar,et al. Knowledge discovery from imbalanced and noisy data , 2009, Data Knowl. Eng..
[6] Yufeng Liu,et al. Adaptive Weighted Learning for Unbalanced Multicategory Classification , 2009, Biometrics.
[7] Trevor Hastie,et al. The Elements of Statistical Learning , 2001 .
[8] A. Rosenberg,et al. Patients readmitted to ICUs* : a systematic review of risk factors and outcomes. , 2000, Chest.
[9] David J Hand,et al. Evaluating diagnostic tests: The area under the ROC curve and the balance of errors , 2010, Statistics in medicine.
[10] Han Tong Loh,et al. Imbalanced text classification: A term weighting approach , 2009, Expert Syst. Appl..
[11] Yue-Shi Lee,et al. Cluster-based under-sampling approaches for imbalanced data distributions , 2009, Expert Syst. Appl..
[12] Qinghua Hu,et al. A novel measure for evaluating classifiers , 2010, Expert Syst. Appl..
[13] Taghi M. Khoshgoftaar,et al. Experimental perspectives on learning from imbalanced data , 2007, ICML '07.
[14] David J. Hand,et al. Measuring classifier performance: a coherent alternative to the area under the ROC curve , 2009, Machine Learning.
[15] Dirk Van den Poel,et al. Handling class imbalance in customer churn prediction , 2009, Expert Syst. Appl..
[16] Richard A. Johnson,et al. Applied Multivariate Statistical Analysis , 1983 .
[17] Nitesh V. Chawla,et al. SMOTE: Synthetic Minority Over-sampling Technique , 2002, J. Artif. Intell. Res..
[18] A. K. Pujari,et al. Data Mining Techniques , 2006 .
[19] Songbo Tan,et al. Neighbor-weighted K-nearest neighbor for unbalanced text corpus , 2005, Expert Syst. Appl..
[20] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.