Choosing k for two-class nearest neighbour classifiers with unbalanced classes
暂无分享,去创建一个
[1] Andrew R. Webb,et al. Statistical Pattern Recognition , 1999 .
[2] Keinosuke Fukunaga,et al. An Optimal Global Nearest Neighbor Metric , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[3] David J. Hand,et al. The multi-class metric problem in nearest neighbour discrimination rules , 1990, Pattern Recognit..
[4] Rüdiger W. Brause,et al. Neural data mining for credit card fraud detection , 1999, Proceedings 11th International Conference on Tools with Artificial Intelligence.
[5] Stan Matwin,et al. Addressing the Curse of Imbalanced Training Sets: One-Sided Selection , 1997, ICML.
[6] Peter E. Hart,et al. The condensed nearest neighbor rule (Corresp.) , 1968, IEEE Trans. Inf. Theory.
[7] D. Hand. Modelling consumer credit risk , 2001 .
[8] Sauchi Stephen Lee. Noisy replication in skewed binary classification , 2000 .
[9] Claire Cardie,et al. Improving Minority Class Prediction Using Case-Specific Feature Weights , 1997, ICML.
[10] David J. Hand,et al. Experiments on the edited condensed nearest neighbor rule , 1978, Inf. Sci..
[11] K. Hassibi. Detecting Payment Card Fraud with Neural Networks , 2000 .
[12] D. Hand,et al. A k-nearest-neighbour classifier for assessing consumer credit risk , 1996 .
[13] Charles X. Ling,et al. Data Mining for Direct Marketing: Problems and Solutions , 1998, KDD.
[14] David J. Hand,et al. Statistical Classification Methods in Consumer Credit Scoring: a Review , 1997 .
[15] Theofanis Sapatinas,et al. Discriminant Analysis and Statistical Pattern Recognition , 2005 .
[16] C. Holmes,et al. A probabilistic nearest neighbour method for statistical pattern recognition , 2002 .
[17] Yoshua Bengio,et al. Pattern Recognition and Neural Networks , 1995 .
[18] Krzysztof Krawiec,et al. Business Applications of Neural Networks: P.J.G. Lisboa, B. Edisbury, A. Vellido (Eds.); World Scientific, Singapore, 2000, 220 pages, ISBN 981-02-4089-9 , 2003, European Journal of Operational Research.
[19] G. Gates,et al. The reduced nearest neighbor rule (Corresp.) , 1972, IEEE Trans. Inf. Theory.
[20] Robert Tibshirani,et al. Discriminant Adaptive Nearest Neighbor Classification , 1995, IEEE Trans. Pattern Anal. Mach. Intell..
[21] L. Thomas. A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers , 2000 .
[22] Sung C. Choi,et al. Choice of the smoothing parameter and efficiency of k-nearest neighbor classification , 1986 .
[23] David J. Hand,et al. Construction and Assessment of Classification Rules , 1997 .