Facing the full model selection problem in high volume datasets employing intelligent proxy models
暂无分享,去创建一个
[1] Hugo Jair Escalante,et al. Multi-objective model type selection , 2014, Neurocomputing.
[2] Bhavna Bansal,et al. Full model selection using Bat algorithm , 2015, 2015 International Conference on Cognitive Computing and Information Processing(CCIP).
[3] Pilar Gómez-Gil,et al. Genetic algorithms based on a granular surrogate model and fuzzy aptitude functions , 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).
[4] Francisco Herrera,et al. On the use of MapReduce for imbalanced big data using Random Forest , 2014, Inf. Sci..
[5] Shahab Mohaghegh,et al. A data-driven smart proxy model for a comprehensive reservoir simulation , 2016, 2016 4th Saudi International Conference on Information Technology (Big Data Analysis) (KACSTIT).
[6] Dirk Gorissen,et al. A novel sequential design strategy for global surrogate modeling , 2009, Proceedings of the 2009 Winter Simulation Conference (WSC).
[7] Filip De Turck,et al. Automatic surrogate model type selection during the optimization of expensive black-box problems , 2011, Proceedings of the 2011 Winter Simulation Conference (WSC).
[8] María Pérez-Ortiz,et al. An n-Spheres Based Synthetic Data Generator for Supervised Classification , 2013, IWANN.
[9] Dave Wilkinson,et al. Coevolution of simulator proxies and sampling strategies for petroleum reservoir modeling , 2009, 2009 IEEE Congress on Evolutionary Computation.
[10] Xuegong Zhang,et al. Kernel Nearest-Neighbor Algorithm , 2002, Neural Processing Letters.
[11] Xindong Wu,et al. Data mining with big data , 2014, IEEE Transactions on Knowledge and Data Engineering.
[12] Roman Neruda,et al. Meta-learning and Model Selection in Multi-objective Evolutionary Algorithms , 2012, 2012 11th International Conference on Machine Learning and Applications.
[13] Yves Lecourtier,et al. A multi-model selection framework for unknown and/or evolutive misclassification cost problems , 2010, Pattern Recognit..
[14] Michael D. Shields,et al. Surrogate-enhanced stochastic search algorithms to identify implicitly defined functions for reliability analysis , 2016 .
[15] Alessandro Rozza,et al. Minimum Neighbor Distance Estimators of Intrinsic Dimension , 2011, ECML/PKDD.
[16] Qin Zhang,et al. Sorting, Searching, and Simulation in the MapReduce Framework , 2011, ISAAC.
[17] Reynold Xin,et al. Apache Spark , 2016 .
[18] Carolina P. de Almeida,et al. Extreme Learning Surrogate Models in Multi-objective Optimization based on Decomposition , 2016, Neurocomputing.
[19] Loris Vincenzi,et al. A proper infill sampling strategy for improving the speed performance of a Surrogate-Assisted Evolutionary Algorithm , 2017 .
[20] Morteza Haghighat Sefat,et al. Development of an adaptive surrogate model for production optimization , 2015 .
[21] Hugo Jair Escalante,et al. Particle Swarm Model Selection , 2009, J. Mach. Learn. Res..
[22] Kevin Leyton-Brown,et al. Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms , 2012, KDD.
[23] Sanjay Ghemawat,et al. MapReduce: Simplified Data Processing on Large Clusters , 2004, OSDI.
[24] Filip De Turck,et al. Evolutionary Model Type Selection for Global Surrogate Modeling , 2009, J. Mach. Learn. Res..
[25] Navarun Gupta,et al. Seven V's of Big Data understanding Big Data to extract value , 2014, Proceedings of the 2014 Zone 1 Conference of the American Society for Engineering Education.