Data Dependence in Combining Classifiers
暂无分享,去创建一个
[1] Mohamed S. Kamel,et al. An adaptive training algorithm for an ensemble of networks , 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).
[2] Josef Kittler,et al. Multiple Classifier Systems , 2004, Lecture Notes in Computer Science.
[3] Robert A. Jacobs,et al. Hierarchical Mixtures of Experts and the EM Algorithm , 1993, Neural Computation.
[4] Naonori Ueda,et al. Optimal Linear Combination of Neural Networks for Improving Classification Performance , 2000, IEEE Trans. Pattern Anal. Mach. Intell..
[5] Sargur N. Srihari,et al. Decision Combination in Multiple Classifier Systems , 1994, IEEE Trans. Pattern Anal. Mach. Intell..
[6] Ching Y. Suen,et al. The Combination of Multiple Classifiers by A Neural Network Approach , 1995, Int. J. Pattern Recognit. Artif. Intell..
[7] David H. Wolpert,et al. Stacked generalization , 1992, Neural Networks.
[8] Belur V. Dasarathy,et al. Decision fusion , 1994 .
[9] Robert P. W. Duin,et al. Experiments with Classifier Combining Rules , 2000, Multiple Classifier Systems.
[10] Ching Y. Suen,et al. Optimal combinations of pattern classifiers , 1995, Pattern Recognit. Lett..
[11] Robert P. W. Duin,et al. The combining classifier: to train or not to train? , 2002, Object recognition supported by user interaction for service robots.
[12] Josef Kittler,et al. Multiple Classifier Systems: First International Workshop, MCS 2000 Cagliari, Italy, June 21-23, 2000 Proceedings , 2000 .
[13] James C. Bezdek,et al. Decision templates for multiple classifier fusion: an experimental comparison , 2001, Pattern Recognit..
[14] Jiri Matas,et al. On Combining Classifiers , 1998, IEEE Trans. Pattern Anal. Mach. Intell..
[15] Kevin W. Bowyer,et al. Combination of multiple classifiers using local accuracy estimates , 1996, Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[16] Ludmila I. Kuncheva,et al. Switching between selection and fusion in combining classifiers: an experiment , 2002, IEEE Trans. Syst. Man Cybern. Part B.
[17] Catherine Blake,et al. UCI Repository of machine learning databases , 1998 .
[18] Mohamed S. Kamel,et al. Modular Neural Network Classifiers: A Comparative Study , 1998, J. Intell. Robotic Syst..
[19] Fabio Roli,et al. Multiple classifier systems : Third International Workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002 : proceedings , 2002 .
[20] Fakhri Karray,et al. Feature-based decision aggregation in modular neural network classifiers , 1999, Pattern Recognit. Lett..
[21] Ludmila I. Kuncheva,et al. A Theoretical Study on Six Classifier Fusion Strategies , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[22] Michael C. Fairhurst,et al. Trainable Multiple Classifier Schemes for Handwritten Character Recognition , 2002, Multiple Classifier Systems.
[23] Antanas Verikas,et al. Soft combination of neural classifiers: A comparative study , 1999, Pattern Recognit. Lett..
[24] Misha Pavel,et al. Robust image recognition by fusion of contextual information , 2002, Inf. Fusion.
[25] Fabio Roli,et al. Dynamic classifier selection based on multiple classifier behaviour , 2001, Pattern Recognit..
[26] Amanda J. C. Sharkey,et al. Treating Harmful Collinearity in Neural Network Ensembles , 1999 .
[27] R. Schapire. The Strength of Weak Learnability , 1990, Machine Learning.
[28] Sherif Hashem,et al. Optimal Linear Combinations of Neural Networks , 1997, Neural Networks.
[29] Louisa Lam,et al. Classifier Combinations: Implementations and Theoretical Issues , 2000, Multiple Classifier Systems.
[30] Joydeep Ghosh,et al. Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis , 2002, Pattern Analysis & Applications.
[31] Ching Y. Suen,et al. A Method of Combining Multiple Experts for the Recognition of Unconstrained Handwritten Numerals , 1995, IEEE Trans. Pattern Anal. Mach. Intell..
[32] Yoav Freund,et al. Experiments with a New Boosting Algorithm , 1996, ICML.
[33] Adam Krzyżak,et al. Methods of combining multiple classifiers and their applications to handwriting recognition , 1992, IEEE Trans. Syst. Man Cybern..
[34] Josef Kittler,et al. Combining multiple classifiers by averaging or by multiplying? , 2000, Pattern Recognit..
[35] Fabio Roli,et al. An approach to the automatic design of multiple classifier systems , 2001, Pattern Recognit. Lett..
[36] S. Hashem,et al. Algorithms for optimal linear combinations of neural networks , 1997, Proceedings of International Conference on Neural Networks (ICNN'97).
[37] Luís A. Alexandre,et al. On combining classifiers using sum and product rules , 2001, Pattern Recognit. Lett..
[38] Amanda J. C. Sharkey,et al. On Combining Artificial Neural Nets , 1996, Connect. Sci..
[39] Paul D. Gader,et al. Fusion of handwritten word classifiers , 1996, Pattern Recognit. Lett..
[40] Amanda J. C. Sharkey,et al. Types of Multinet System , 2002, Multiple Classifier Systems.
[41] Michael I. Jordan,et al. Hierarchical Mixtures of Experts and the EM Algorithm , 1994, Neural Computation.
[42] Noel E. Sharkey,et al. The "Test and Select" Approach to Ensemble Combination , 2000, Multiple Classifier Systems.