GA-stacking: Evolutionary stacked generalization
暂无分享,去创建一个
Araceli Sanchis | Ricardo Aler | Agapito Ledezma | Daniel Borrajo | D. Borrajo | A. Sanchis | Agapito Ledezma | R. Aler
[1] Catherine Blake,et al. UCI Repository of machine learning databases , 1998 .
[2] Johannes Fürnkranz,et al. An Evaluation of Grading Classifiers , 2001, IDA.
[3] Ricardo Aler,et al. Heuristic Search-Based Stacking of Classifiers , 2002 .
[4] Hussein A. Abbass,et al. Data Mining: A Heuristic Approach , 2002 .
[5] Richard O. Duda,et al. Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.
[6] David H. Wolpert,et al. A Mathematical Theory of Generalization: Part II , 1990, Complex Syst..
[7] Ian H. Witten,et al. Issues in Stacked Generalization , 2011, J. Artif. Intell. Res..
[8] Pat Langley,et al. Estimating Continuous Distributions in Bayesian Classifiers , 1995, UAI.
[9] Ian H. Witten,et al. Generating Accurate Rule Sets Without Global Optimization , 1998, ICML.
[10] Bernard Zenko,et al. Stacking with Multi-response Model Trees , 2002, Multiple Classifier Systems.
[11] Dorothea Heiss-Czedik,et al. An Introduction to Genetic Algorithms. , 1997, Artificial Life.
[12] John F. Kolen,et al. Backpropagation is Sensitive to Initial Conditions , 1990, Complex Syst..
[13] Wei Tang,et al. Ensembling neural networks: Many could be better than all , 2002, Artif. Intell..
[14] Alberto Maria Segre,et al. Programs for Machine Learning , 1994 .
[15] S. Salzberg,et al. INSTANCE-BASED LEARNING : Nearest Neighbour with Generalisation , 1995 .
[16] Lars Kai Hansen,et al. Neural Network Ensembles , 1990, IEEE Trans. Pattern Anal. Mach. Intell..
[17] Pat Langley,et al. Induction of One-Level Decision Trees , 1992, ML.
[18] Yoav Freund,et al. A decision-theoretic generalization of on-line learning and an application to boosting , 1995, EuroCOLT.
[19] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[20] T. M. English,et al. Stacked generalization and simulated evolution. , 1996, Bio Systems.
[21] Saso Dzeroski,et al. Combining Multiple Models with Meta Decision Trees , 2000, PKDD.
[22] Christopher J. Merz,et al. UCI Repository of Machine Learning Databases , 1996 .
[23] H. Altay Güvenir,et al. Classification by Voting Feature Intervals , 1997, ECML.
[24] Kevin J. Cherkauer. Human Expert-level Performance on a Scientiic Image Analysis Task by a System Using Combined Artiicial Neural Networks , 1996 .
[25] D. E. Goldberg,et al. Genetic Algorithms in Search , 1989 .
[26] John H. Holland,et al. Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .
[27] John G. Cleary,et al. K*: An Instance-based Learner Using and Entropic Distance Measure , 1995, ICML.
[28] J MerzChristopher. Using Correspondence Analysis to Combine Classifiers , 1999 .
[29] D. Kibler,et al. Instance-based learning algorithms , 2004, Machine Learning.
[30] Thomas G. Dietterich,et al. Solving Multiclass Learning Problems via Error-Correcting Output Codes , 1994, J. Artif. Intell. Res..
[31] Christopher J. Merz,et al. Using Correspondence Analysis to Combine Classifiers , 1999, Machine Learning.
[32] J. Ross Quinlan,et al. C4.5: Programs for Machine Learning , 1992 .
[33] Ian H. Witten,et al. Stacked generalization: when does it work? , 1997, IJCAI 1997.
[34] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques with Java implementations , 2002, SGMD.
[35] Thomas G. Dietterich. Machine-Learning Research Four Current Directions , 1997 .
[36] Alexander K. Seewald,et al. How to Make Stacking Better and Faster While Also Taking Care of an Unknown Weakness , 2002, International Conference on Machine Learning.
[37] Leo Breiman,et al. Bagging Predictors , 1996, Machine Learning.
[38] Bernard Zenko,et al. Is Combining Classifiers with Stacking Better than Selecting the Best One? , 2004, Machine Learning.
[39] Thomas G. Dietterich. Multiple Classifier Systems , 2000, Lecture Notes in Computer Science.
[40] William W. Cohen. Fast Effective Rule Induction , 1995, ICML.
[41] David H. Wolpert,et al. Stacked generalization , 1992, Neural Networks.
[42] Ron Kohavi,et al. The Power of Decision Tables , 1995, ECML.
[43] Bernard Zenko,et al. Is Combining Classifiers Better than Selecting the Best One , 2002, ICML.
[44] David E. Goldberg,et al. Genetic Algorithms in Search Optimization and Machine Learning , 1988 .