Towards improving cluster-based feature selection with a simplified silhouette filter
暂无分享,去创建一个
[1] Josef Kittler,et al. Pattern recognition : a statistical approach , 1982 .
[2] Josef Kittler,et al. Floating search methods in feature selection , 1994, Pattern Recognit. Lett..
[3] Lei Liu,et al. Feature selection with dynamic mutual information , 2009, Pattern Recognit..
[4] G. Casella,et al. Statistical Inference , 2003, Encyclopedia of Social Network Analysis and Mining.
[5] Janez Demsar,et al. Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..
[6] Ricardo J. G. B. Campello,et al. Evolving clusters in gene-expression data , 2006, Inf. Sci..
[7] William H. Press,et al. Numerical Recipes in FORTRAN - The Art of Scientific Computing, 2nd Edition , 1987 .
[8] Isabelle Guyon,et al. An Introduction to Variable and Feature Selection , 2003, J. Mach. Learn. Res..
[9] Ali S. Hadi,et al. Finding Groups in Data: An Introduction to Chster Analysis , 1991 .
[10] Leandro Nunes de Castro,et al. A Cluster-Based Feature Selection Approach , 2009, HAIS.
[11] P. Sopp. Cluster analysis. , 1996, Veterinary immunology and immunopathology.
[12] Ron Kohavi,et al. Feature Selection for Knowledge Discovery and Data Mining , 1998 .
[13] Ian Witten,et al. Data Mining , 2000 .
[14] Roger E Bumgarner,et al. Clustering gene-expression data with repeated measurements , 2003, Genome Biology.
[15] Huan Liu,et al. Toward integrating feature selection algorithms for classification and clustering , 2005, IEEE Transactions on Knowledge and Data Engineering.
[16] Lior Rokach,et al. The CASH algorithm-cost-sensitive attribute selection using histograms , 2013, Inf. Sci..
[17] Yiming Yang,et al. A Comparative Study on Feature Selection in Text Categorization , 1997, ICML.
[18] Hiroshi Motoda,et al. Feature Selection for Knowledge Discovery and Data Mining , 1998, The Springer International Series in Engineering and Computer Science.
[19] J. Ross Quinlan,et al. C4.5: Programs for Machine Learning , 1992 .
[20] F. A. Seiler,et al. Numerical Recipes in C: The Art of Scientific Computing , 1989 .
[21] Ron Kohavi,et al. Wrappers for Feature Subset Selection , 1997, Artif. Intell..
[22] Benjamin King. Step-Wise Clustering Procedures , 1967 .
[23] C. A. Murthy,et al. Unsupervised Feature Selection Using Feature Similarity , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[24] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques with Java implementations , 2002, SGMD.
[25] Mark A. Hall,et al. Correlation-based Feature Selection for Machine Learning , 2003 .
[26] Richard Weber,et al. Simultaneous feature selection and classification using kernel-penalized support vector machines , 2011, Inf. Sci..
[27] Emanuel Falkenauer,et al. Genetic Algorithms and Grouping Problems , 1998 .
[28] B. C. Brookes,et al. Information Sciences , 2020, Cognitive Skills You Need for the 21st Century.
[29] Tian Zhang,et al. BIRCH: A New Data Clustering Algorithm and Its Applications , 1997, Data Mining and Knowledge Discovery.
[30] Jacek M. Zurada,et al. Normalized Mutual Information Feature Selection , 2009, IEEE Transactions on Neural Networks.
[31] Juha Reunanen,et al. Overfitting in Making Comparisons Between Variable Selection Methods , 2003, J. Mach. Learn. Res..
[32] Ricardo J. G. B. Campello,et al. Evolutionary algorithms for clustering gene-expression data , 2004, Fourth IEEE International Conference on Data Mining (ICDM'04).
[33] Geoffrey I. Webb,et al. Proportional k-Interval Discretization for Naive-Bayes Classifiers , 2001, ECML.
[34] Miguel Cazorla,et al. Feature selection, mutual information, and the classification of high-dimensional patterns , 2008, Pattern Analysis and Applications.
[35] Huan Liu,et al. Efficient Feature Selection via Analysis of Relevance and Redundancy , 2004, J. Mach. Learn. Res..
[36] Ron Kohavi,et al. Irrelevant Features and the Subset Selection Problem , 1994, ICML.
[37] Adam C. Winstanley,et al. Invariant optimal feature selection: A distance discriminant and feature ranking based solution , 2008, Pattern Recognit..
[38] E. Petricoin,et al. Use of proteomic patterns in serum to identify ovarian cancer , 2002, The Lancet.
[39] G. De Soete,et al. Clustering and Classification , 2019, Data-Driven Science and Engineering.
[40] Loris Nanni,et al. Cluster-based pattern discrimination: A novel technique for feature selection , 2006, Pattern Recognit. Lett..
[41] Richard Weber,et al. A wrapper method for feature selection using Support Vector Machines , 2009, Inf. Sci..
[42] Phipps Arabie,et al. AN OVERVIEW OF COMBINATORIAL DATA ANALYSIS , 1996 .
[43] Daphne Koller,et al. Toward Optimal Feature Selection , 1996, ICML.
[44] Luc De Raedt,et al. Proceedings of the 12th European Conference on Machine Learning , 2001 .
[45] A.K.C. Wong,et al. Attribute clustering for grouping, selection, and classification of gene expression data , 2005, IEEE/ACM Transactions on Computational Biology and Bioinformatics.
[46] Edward R. Dougherty,et al. Performance of feature-selection methods in the classification of high-dimension data , 2009, Pattern Recognit..
[47] Ricardo J. G. B. Campello,et al. On comparing two sequences of numbers and its applications to clustering analysis , 2009, Inf. Sci..
[48] Philip S. Yu,et al. Top 10 algorithms in data mining , 2007, Knowledge and Information Systems.