Dynamic feature selection method with minimum redundancy information for linear data
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[1] Roberto Battiti,et al. Feature Selection Based on the Neighborhood Entropy , 2018, IEEE Transactions on Neural Networks and Learning Systems.
[2] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[3] Colas Schretter,et al. Information-Theoretic Feature Selection in Microarray Data Using Variable Complementarity , 2008, IEEE Journal of Selected Topics in Signal Processing.
[4] Chenxia Jin,et al. Feature selection with partition differentiation entropy for large-scale data sets , 2016, Inf. Sci..
[5] F. Fleuret. Binary Feature Selection with Conditional Mutual Information , 2003 .
[6] Larry A. Rendell,et al. A Practical Approach to Feature Selection , 1992, ML.
[7] J. Moody,et al. Feature Selection Based on Joint Mutual Information , 1999 .
[8] Yao Zhang,et al. Feature selection based on conditional mutual information: minimum conditional relevance and minimum conditional redundancy , 2018, Applied Intelligence.
[9] Thomas M. Cover,et al. Elements of Information Theory , 2005 .
[10] Yang Wang,et al. Mutual information-based method for selecting informative feature sets , 2013, Pattern Recognit..
[11] Li Wang,et al. Hybrid huberized support vector machines for microarray classification and gene selection , 2008, Bioinform..
[12] Ping Zhang,et al. Feature selection considering two types of feature relevancy and feature interdependency , 2018, Expert Syst. Appl..
[13] Daphne Koller,et al. Toward Optimal Feature Selection , 1996, ICML.
[14] Li Li,et al. Maximum relevance minimum common redundancy feature selection for nonlinear data , 2017, Inf. Sci..
[15] Heekuck Oh,et al. Neural Networks for Pattern Recognition , 1993, Adv. Comput..
[16] Rui Menezes,et al. Mutual information: a measure of dependency for nonlinear time series , 2004 .
[17] Claude E. Shannon,et al. The mathematical theory of communication , 1950 .
[18] Alessandra Alaniz Macedo,et al. A tree-based algorithm for attribute selection , 2017, Applied Intelligence.
[19] James Bailey,et al. Can high-order dependencies improve mutual information based feature selection? , 2016, Pattern Recognit..
[20] Jiawei Han,et al. Selection of interdependent genes via dynamic relevance analysis for cancer diagnosis , 2013, J. Biomed. Informatics.
[21] Aixia Guo,et al. Gene Selection for Cancer Classification using Support Vector Machines , 2014 .
[22] Luonan Chen,et al. Part mutual information for quantifying direct associations in networks , 2016, Proceedings of the National Academy of Sciences.
[23] Feiping Nie,et al. Discriminative Least Squares Regression for Multiclass Classification and Feature Selection , 2012, IEEE Transactions on Neural Networks and Learning Systems.
[24] Sang Joon Kim,et al. A Mathematical Theory of Communication , 2006 .
[25] Christopher J. Merz,et al. UCI Repository of Machine Learning Databases , 1996 .
[26] Roberto Battiti,et al. Using mutual information for selecting features in supervised neural net learning , 1994, IEEE Trans. Neural Networks.
[27] Sayan Mukherjee,et al. Feature Selection for SVMs , 2000, NIPS.
[28] Gavin C. Cawley,et al. Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation , 2006, NIPS.
[29] F. Fleuret. Fast Binary Feature Selection with Conditional Mutual Information , 2004, J. Mach. Learn. Res..
[30] Richard Weber,et al. Feature selection for high-dimensional class-imbalanced data sets using Support Vector Machines , 2014, Inf. Sci..
[31] Verónica Bolón-Canedo,et al. A review of microarray datasets and applied feature selection methods , 2014, Inf. Sci..
[32] Masoud Nikravesh,et al. Feature Extraction: Foundations and Applications (Studies in Fuzziness and Soft Computing) , 2006 .
[33] Rossitza Setchi,et al. Feature selection using Joint Mutual Information Maximisation , 2015, Expert Syst. Appl..
[34] Rossitza Setchi,et al. Feature Interaction Maximisation , 2013, Pattern Recognit. Lett..
[35] Isabelle Guyon,et al. An Introduction to Variable and Feature Selection , 2003, J. Mach. Learn. Res..
[36] Wei Liu,et al. Conditional Mutual Information Based Feature Selection , 2008, 2008 International Symposium on Knowledge Acquisition and Modeling.
[37] Ping Zhang,et al. Class-specific mutual information variation for feature selection , 2018, Pattern Recognit..
[38] Fuhui Long,et al. Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy , 2003, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[39] Le Song,et al. Feature Selection via Dependence Maximization , 2012, J. Mach. Learn. Res..
[40] Dahua Lin,et al. Conditional Infomax Learning: An Integrated Framework for Feature Extraction and Fusion , 2006, ECCV.