Cooperative Co-Evolutionary Genetic Programming for High Dimensional Problems

[1]  Ethem Alpaydin,et al.  Introduction to machine learning , 2004, Adaptive computation and machine learning.

[2]  Lei Zhang,et al.  Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising , 2016, IEEE Transactions on Image Processing.

[3]  Bir Bhanu,et al.  Human Activity Classification Based on Gait Energy Image and Coevolutionary Genetic Programming , 2006, 18th International Conference on Pattern Recognition (ICPR'06).

[4]  Michael J. Black,et al.  Fields of Experts: a framework for learning image priors , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

[5]  Ling Shao,et al.  Learning Spatio-Temporal Representations for Action Recognition: A Genetic Programming Approach , 2016, IEEE Transactions on Cybernetics.

[6]  Krzysztof Krawiec,et al.  Visual learning by coevolutionary feature synthesis , 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[7]  Kenneth A. De Jong,et al.  A Cooperative Coevolutionary Approach to Function Optimization , 1994, PPSN.

[8]  Xin Yao,et al.  Large scale evolutionary optimization using cooperative coevolution , 2008, Inf. Sci..

[9]  Malcolm I. Heywood,et al.  Coevolutionary bid-based genetic programming for problem decomposition in classification , 2008, Genetic Programming and Evolvable Machines.

[10]  Gang Chen,et al.  Genetic Programming Based Hyper-heuristics for Dynamic Job Shop Scheduling: Cooperative Coevolutionary Approaches , 2016, EuroGP.

[11]  Stefan Roth,et al.  Shrinkage Fields for Effective Image Restoration , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

[12]  Mengjie Zhang,et al.  Using Feature Clustering for GP-Based Feature Construction on High-Dimensional Data , 2017, EuroGP.

[13]  Yoshua Bengio,et al.  Convolutional networks for images, speech, and time series , 1998 .

[14]  Hugo Jair Escalante,et al.  A Comparison among Different Levels of Abstraction in Genetic Programming , 2019, 2019 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC).

[15]  Carlos A. Coello Coello,et al.  Use of cooperative coevolution for solving large scale multiobjective optimization problems , 2013, 2013 IEEE Congress on Evolutionary Computation.

[16]  Nikunj C. Oza,et al.  Online Ensemble Learning , 2000, AAAI/IAAI.

[17]  Mengjie Zhang,et al.  Two-Tier genetic programming: towards raw pixel-based image classification , 2012, Expert Syst. Appl..

[18]  Akbar Esfahanipour,et al.  A genetic programming model to generate risk-adjusted technical trading rules in stock markets , 2011, Expert Syst. Appl..

[19]  Malcolm I. Heywood,et al.  Training Binary GP Classifiers Efficiently: A Pareto-coevolutionary Approach , 2007, EuroGP.

[20]  Ling Shao,et al.  Feature Learning for Image Classification Via Multiobjective Genetic Programming , 2014, IEEE Transactions on Neural Networks and Learning Systems.

[21]  Andrew R. McIntyre,et al.  Cooperative Problem Decomposition in Pareto Competitive Classifier Models of Coevolution , 2008, EuroGP.

[22]  Kalyan Veeramachaneni,et al.  Learning regression ensembles with genetic programming at scale , 2013, GECCO '13.

[23]  Peter Ross,et al.  Dynamic Training Subset Selection for Supervised Learning in Genetic Programming , 1994, PPSN.

[24]  Kalyan Veeramachaneni,et al.  FlexGP , 2014, Journal of Grid Computing.

[25]  Krzysztof Krawiec,et al.  Visual Learning by Evolutionary and Coevolutionary Feature Synthesis , 2007, IEEE Transactions on Evolutionary Computation.

[26]  Hugo Jair Escalante,et al.  Structurally Layered Representation Learning: Towards Deep Learning Through Genetic Programming , 2018, EuroGP.

[27]  Ruomei Yan,et al.  Natural image denoising using evolved local adaptive filters , 2014, Signal Process..

[28]  Krzysztof Krawiec,et al.  Coevolution and Linear Genetic Programming for Visual Learning , 2003, GECCO.

[29]  X. Yao,et al.  Scaling up fast evolutionary programming with cooperative coevolution , 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

[30]  Wolfgang Banzhaf,et al.  A comparison of linear genetic programming and neural networks in medical data mining , 2001, IEEE Trans. Evol. Comput..

[31]  Yunjin Chen,et al.  Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[32]  Andrew R. McIntyre,et al.  Symbiotic coevolutionary genetic programming: a benchmarking study under large attribute spaces , 2012, Genetic Programming and Evolvable Machines.