The Effectiveness of a New Negative Correlation Learning Algorithm for Classification Ensembles
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[1] Alejandro Murua,et al. Upper Bounds for Error Rates of Linear Combinations of Classifiers , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[2] Yoram Singer,et al. Improved Boosting Algorithms Using Confidence-rated Predictions , 1998, COLT' 98.
[3] Yoav Freund,et al. Experiments with a New Boosting Algorithm , 1996, ICML.
[4] Ron Kohavi,et al. Bias Plus Variance Decomposition for Zero-One Loss Functions , 1996, ICML.
[5] Ludmila I. Kuncheva,et al. Combining Pattern Classifiers: Methods and Algorithms , 2004 .
[6] Yoav Freund,et al. Boosting the margin: A new explanation for the effectiveness of voting methods , 1997, ICML.
[7] Nikunj C. Oza,et al. Online Ensemble Learning , 2000, AAAI/IAAI.
[8] Leo Breiman,et al. Prediction Games and Arcing Algorithms , 1999, Neural Computation.
[9] J. Ross Quinlan,et al. Bagging, Boosting, and C4.5 , 1996, AAAI/IAAI, Vol. 1.
[10] Yang Wang,et al. Cost-sensitive boosting for classification of imbalanced data , 2007, Pattern Recognit..
[11] Robert E. Schapire,et al. The Boosting Approach to Machine Learning An Overview , 2003 .
[12] Kamal A. Ali,et al. On the Link between Error Correlation and Error Reduction in Decision Tree Ensembles , 1995 .
[13] Xin Yao,et al. Ensemble learning via negative correlation , 1999, Neural Networks.
[14] Yoav Freund,et al. A decision-theoretic generalization of on-line learning and an application to boosting , 1995, EuroCOLT.
[15] D. Opitz,et al. Popular Ensemble Methods: An Empirical Study , 1999, J. Artif. Intell. Res..
[16] Anders Krogh,et al. Neural Network Ensembles, Cross Validation, and Active Learning , 1994, NIPS.
[17] Subhash C. Bagui,et al. Combining Pattern Classifiers: Methods and Algorithms , 2005, Technometrics.
[18] Huanhuan Chen,et al. Negative correlation learning for classification ensembles , 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).