Genetic programming for feature construction and selection in classification on high-dimensional data
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[1] Xin Yao,et al. Convex Hull-Based Multiobjective Genetic Programming for Maximizing Receiver Operating Characteristic Performance , 2015, IEEE Transactions on Evolutionary Computation.
[2] Dalila Boughaci,et al. A memetic algorithm with support vector machine for feature selection and classification , 2015, Memetic Computing.
[3] Mark Johnston,et al. Reusing Genetic Programming for Ensemble Selection in Classification of Unbalanced Data , 2014, IEEE Transactions on Evolutionary Computation.
[4] Andrew M. Tyrrell,et al. Evolving Classifiers to Recognize the Movement Characteristics of Parkinson's Disease Patients , 2014, IEEE Transactions on Evolutionary Computation.
[5] Mengjie Zhang,et al. Multiple feature construction for effective biomarker identification and classification using genetic programming , 2014, GECCO.
[6] Mengjie Zhang,et al. Enhanced feature selection for biomarker discovery in LC-MS data using GP , 2013, 2013 IEEE Congress on Evolutionary Computation.
[7] Mohd Saberi Mohamad,et al. An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes , 2013, Algorithms for Molecular Biology.
[8] Mengjie Zhang,et al. Genetic Programming for Biomarker Detection in Mass Spectrometry Data , 2012, Australasian Conference on Artificial Intelligence.
[9] Mengjie Zhang,et al. A Filter Approach to Multiple Feature Construction for Symbolic Learning Classifiers Using Genetic Programming , 2012, IEEE Transactions on Evolutionary Computation.
[10] Mengjie Zhang,et al. Using genetic programming for context-sensitive feature scoring in classification problems , 2011, Connect. Sci..
[11] Daniel Rivero,et al. Automatic feature extraction using genetic programming: An application to epileptic EEG classification , 2011, Expert Syst. Appl..
[12] Francisco Herrera,et al. A Survey on the Application of Genetic Programming to Classification , 2010, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).
[13] Jing Zhao,et al. A Modified Ant Colony Optimization Algorithm for Tumor Marker Gene Selection , 2009, Genom. Proteom. Bioinform..
[14] Ian H. Witten,et al. The WEKA data mining software: an update , 2009, SKDD.
[15] Mengjie Zhang,et al. Dimensionality reduction in face detection: A genetic programming approach , 2009, 2009 24th International Conference Image and Vision Computing New Zealand.
[16] José María Valls,et al. GPPE: a method to generate ad-hoc feature extractors for prediction in financial domains , 2008, Applied Intelligence.
[17] Mengjie Zhang,et al. Fitness Functions in Genetic Programming for Classification with Unbalanced Data , 2007, Australian Conference on Artificial Intelligence.
[18] Zexuan Zhu,et al. Markov blanket-embedded genetic algorithm for gene selection , 2007, Pattern Recognit..
[19] Asoke K. Nandi,et al. Breast Cancer Diagnosis Using Genetic Programming Generated Feature , 2005, 2005 IEEE Workshop on Machine Learning for Signal Processing.
[20] George D. Smith,et al. Evolutionary constructive induction , 2005, IEEE Transactions on Knowledge and Data Engineering.
[21] Larry Bull,et al. Genetic Programming with a Genetic Algorithm for Feature Construction and Selection , 2005, Genetic Programming and Evolvable Machines.
[22] Bir Bhanu,et al. Evolutionary feature synthesis for object recognition , 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).
[23] Constantin F. Aliferis,et al. A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis , 2004, Bioinform..
[24] William B. Langdon,et al. Genetic Programming for Mining DNA Chip Data from Cancer Patients , 2004, Genetic Programming and Evolvable Machines.
[25] 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.
[26] Krzysztof Krawiec,et al. Genetic Programming-based Construction of Features for Machine Learning and Knowledge Discovery Tasks , 2002, Genetic Programming and Evolvable Machines.
[27] Geoffrey J McLachlan,et al. Selection bias in gene extraction on the basis of microarray gene-expression data , 2002, Proceedings of the National Academy of Sciences of the United States of America.
[28] Ron Kohavi,et al. Wrappers for Feature Subset Selection , 1997, Artif. Intell..
[29] Ferat Sahin,et al. A survey on feature selection methods , 2014, Comput. Electr. Eng..
[30] Claudio De Stefano,et al. A GA-based feature selection approach with an application to handwritten character recognition , 2014, Pattern Recognit. Lett..
[31] K. Krawiec. Evolutionary Feature Selection and Construction , 2010, Encyclopedia of Machine Learning and Data Mining.
[32] Peter Nordin,et al. Genetic programming - An Introduction: On the Automatic Evolution of Computer Programs and Its Applications , 1998 .
[33] Peter Norvig,et al. Artificial Intelligence: A Modern Approach , 1995 .