Feature Selection via Global Redundancy Minimization
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Feiping Nie | Heng Huang | De Wang | Heng Huang | F. Nie | De Wang
[1] Jingbo Xia,et al. Prediction of thermophilic protein with pseudo amino Acid composition: an approach from combined feature selection and reduction. , 2011, Protein and peptide letters.
[2] Yi Yang,et al. A Convex Formulation for Semi-Supervised Multi-Label Feature Selection , 2014, AAAI.
[3] Shannon L. Risacher,et al. Structural Brain Network Constrained Neuroimaging Marker Identification for Predicting Cognitive Functions , 2013, IPMI.
[4] Ron Kohavi,et al. Wrappers for Feature Subset Selection , 1997, Artif. Intell..
[5] Sameer A. Nene,et al. Columbia Object Image Library (COIL100) , 1996 .
[6] Yi Peng,et al. Feature Selection via l p -Norm Support Vector Machines , 2011 .
[7] Shigeo Abe DrEng. Pattern Classification , 2001, Springer London.
[8] Shannon L. Risacher,et al. Sparse multi-task regression and feature selection to identify brain imaging predictors for memory performance , 2011, 2011 International Conference on Computer Vision.
[9] Shuicheng Yan,et al. An HOG-LBP human detector with partial occlusion handling , 2009, 2009 IEEE 12th International Conference on Computer Vision.
[10] Feiping Nie,et al. Unsupervised Feature Selection via Unified Trace Ratio Formulation and K-means Clustering (TRACK) , 2014, ECML/PKDD.
[11] Igor Kononenko,et al. Estimating Attributes: Analysis and Extensions of RELIEF , 1994, ECML.
[12] M. Hestenes. Multiplier and gradient methods , 1969 .
[13] Deng Cai,et al. Unsupervised feature selection for multi-cluster data , 2010, KDD.
[14] 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.
[15] M. J. D. Powell,et al. A method for nonlinear constraints in minimization problems , 1969 .
[16] Chris H. Q. Ding,et al. Minimum redundancy feature selection from microarray gene expression data , 2003, Computational Systems Bioinformatics. CSB2003. Proceedings of the 2003 IEEE Bioinformatics Conference. CSB2003.
[17] David D. Lewis,et al. Feature Selection and Feature Extraction for Text Categorization , 1992, HLT.
[18] David J. Kriegman,et al. Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection , 1996, ECCV.
[19] George Forman,et al. Extremely fast text feature extraction for classification and indexing , 2008, CIKM '08.
[20] Matti Pietikäinen,et al. Face Description with Local Binary Patterns: Application to Face Recognition , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[21] Feiping Nie,et al. Efficient and Robust Feature Selection via Joint ℓ2, 1-Norms Minimization , 2010, NIPS.
[22] Hiroshi Motoda,et al. Feature Selection for Knowledge Discovery and Data Mining , 1998, The Springer International Series in Engineering and Computer Science.
[23] Shannon L. Risacher,et al. Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort , 2012, Bioinform..
[24] Pedro Larrañaga,et al. A review of feature selection techniques in bioinformatics , 2007, Bioinform..
[25] David G. Lowe,et al. Object recognition from local scale-invariant features , 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.
[26] Deng Cai,et al. Laplacian Score for Feature Selection , 2005, NIPS.
[27] Jane Labadin,et al. Feature selection based on mutual information , 2015, 2015 9th International Conference on IT in Asia (CITA).
[28] Isabelle Guyon,et al. An Introduction to Variable and Feature Selection , 2003, J. Mach. Learn. Res..
[29] Xin Jin,et al. Machine Learning Techniques and Chi-Square Feature Selection for Cancer Classification Using SAGE Gene Expression Profiles , 2006, BioDM.
[30] G. Sapiro,et al. A collaborative framework for 3D alignment and classification of heterogeneous subvolumes in cryo-electron tomography. , 2013, Journal of structural biology.
[31] Dimitri P. Bertsekas,et al. Constrained Optimization and Lagrange Multiplier Methods , 1982 .
[32] Yi Ma,et al. The Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices , 2010, Journal of structural biology.
[33] Cordelia Schmid,et al. Evaluation of GIST descriptors for web-scale image search , 2009, CIVR '09.
[34] James M. Rehg,et al. CENTRIST: A Visual Descriptor for Scene Categorization , 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[35] Changshui Zhang,et al. Efficient Euclidean projections via Piecewise Root Finding and its application in gradient projection , 2011, Neurocomputing.
[36] M. Ringnér,et al. Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks , 2001, Nature Medicine.
[37] Charles Elkan,et al. Quadratic Programming Feature Selection , 2010, J. Mach. Learn. Res..
[38] David G. Stork,et al. Pattern Classification , 1973 .
[39] Steve R. Gunn,et al. Result Analysis of the NIPS 2003 Feature Selection Challenge , 2004, NIPS.
[40] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[41] Kilian Stoffel,et al. Theoretical Comparison between the Gini Index and Information Gain Criteria , 2004, Annals of Mathematics and Artificial Intelligence.
[42] Feiping Nie,et al. Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence Exact Top-k Feature Selection via ℓ2,0-Norm Constraint , 2022 .