A Hybrid GP-KNN Imputation for Symbolic Regression with Missing Values
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Qi Chen | Bing Xue | Mengjie Zhang | Baligh Al-Helali | Mengjie Zhang | Bing Xue | Baligh M. Al-Helali | Qi Chen
[1] Ken P Kleinman,et al. Much Ado About Nothing , 2007, The American statistician.
[2] Po-Ling Loh,et al. High-dimensional regression with noisy and missing data: Provable guarantees with non-convexity , 2011, NIPS.
[3] Mengjie Zhang,et al. Multiple imputation and genetic programming for classification with incomplete data , 2017, GECCO.
[4] Y. Haitovsky. Missing Data in Regression Analysis , 1968 .
[5] Grant Dick,et al. Bloat and Generalisation in Symbolic Regression , 2014, SEAL.
[6] Yang Yuan,et al. Multiple Imputation Using SAS Software , 2011 .
[7] John R. Koza,et al. Genetic programming as a means for programming computers by natural selection , 1994 .
[8] Tomas Brandejsky,et al. Model Identification from Incomplete Data Set Describing State Variable Subset Only - The Problem of Optimizing and Predicting Heuristic Incorporation into Evolutionary System , 2013, NOSTRADAMUS.
[9] T. Stijnen,et al. Review: a gentle introduction to imputation of missing values. , 2006, Journal of clinical epidemiology.
[10] Moshe Looks,et al. Improved Time Series Prediction and Symbolic Regression with Affine Arithmetic , 2011 .
[11] Lorenzo Beretta,et al. Nearest neighbor imputation algorithms: a critical evaluation , 2016, BMC Medical Informatics and Decision Making.
[12] Marc Parizeau,et al. DEAP: evolutionary algorithms made easy , 2012, J. Mach. Learn. Res..
[13] Mengjie Zhang,et al. Multiple Imputation for Missing Data Using Genetic Programming , 2015, GECCO.
[14] Stef van Buuren,et al. MICE: Multivariate Imputation by Chained Equations in R , 2011 .
[15] Mengjie Zhang,et al. A Genetic Programming-Based Imputation Method for Classification with Missing Data , 2016, EuroGP.
[16] Mengjie Zhang,et al. Feature Selection to Improve Generalization of Genetic Programming for High-Dimensional Symbolic Regression , 2017, IEEE Transactions on Evolutionary Computation.