Chapter 7 – NONPARAMETRIC CLASSIFICATION AND ERROR ESTIMATION

[1]  Keinosuke Fukunaga,et al.  Leave-One-Out Procedures for Nonparametric Error Estimates , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[2]  Keinosuke Fukunaga,et al.  Bayes Error Estimation Using Parzen and k-NN Procedures , 1987, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[3]  Keinosuke Fukunaga,et al.  Bias of Nearest Neighbor Error Estimates , 1987, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[4]  Keinosuke Fukunaga,et al.  The 2-NN Rule for More Accurate NN Risk Estimation , 1985, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[5]  Keinosuke Fukunaga,et al.  An Optimal Global Nearest Neighbor Metric , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[6]  Keinosuke Fukunaga,et al.  A Nonparametric Two-Dimensional Display for Classification , 1982, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[7]  L. Devroye On the Almost Everywhere Convergence of Nonparametric Regression Function Estimates , 1981 .

[8]  Keinosuke Fukunaga,et al.  The optimal distance measure for nearest neighbor classification , 1981, IEEE Trans. Inf. Theory.

[9]  Luc Devroye,et al.  On the Inequality of Cover and Hart in Nearest Neighbor Discrimination , 1981, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[10]  Pierre A. Devijver,et al.  New error bounds with the nearest neighbor rule (Corresp.) , 1979, IEEE Trans. Inf. Theory.

[11]  C. J. Stone,et al.  Consistent Nonparametric Regression , 1977 .

[12]  Thomas P. Yunck,et al.  A Technique to Identify Nearest Neighbors , 1976, IEEE Transactions on Systems, Man, and Cybernetics.

[13]  Forest Baskett,et al.  An Algorithm for Finding Nearest Neighbors , 1975, IEEE Transactions on Computers.

[14]  József Fritz,et al.  Distribution-free exponential error bound for nearest neighbor pattern classification , 1975, IEEE Trans. Inf. Theory.

[15]  Keinosuke Fukunaga,et al.  A Branch and Bound Algorithm for Computing k-Nearest Neighbors , 1975, IEEE Transactions on Computers.

[16]  Larry D. Hostetler,et al.  k-nearest-neighbor Bayes-risk estimation , 1975, IEEE Trans. Inf. Theory.

[17]  Keinosuke Fukunaga,et al.  Nonparametric Bayes error estimation using unclassified samples , 1972, IEEE Trans. Inf. Theory.

[18]  Dennis L. Wilson,et al.  Asymptotic Properties of Nearest Neighbor Rules Using Edited Data , 1972, IEEE Trans. Syst. Man Cybern..

[19]  Terry J. Wagner,et al.  Convergence of the nearest neighbor rule , 1970, IEEE Trans. Inf. Theory.

[20]  Martin E. Hellman,et al.  The Nearest Neighbor Classification Rule with a Reject Option , 1970, IEEE Trans. Syst. Sci. Cybern..

[21]  Peter E. Hart,et al.  The condensed nearest neighbor rule (Corresp.) , 1968, IEEE Trans. Inf. Theory.

[22]  Peter E. Hart,et al.  Nearest neighbor pattern classification , 1967, IEEE Trans. Inf. Theory.

[23]  C. Quesenberry,et al.  A nonparametric estimate of a multivariate density function , 1965 .

[24]  E. Parzen On Estimation of a Probability Density Function and Mode , 1962 .