39 Dimensionality and sample size considerations in pattern recognition practice

[1]  John Van Ness,et al.  On the dominance of non-parametric Bayes rule discriminant algorithms in high dimensions , 1980, Pattern Recognit..

[2]  Anil K. Jain,et al.  ON BALANCING DECISION FUNCTIONS. , 1979 .

[3]  Gerard V. Trunk,et al.  A Problem of Dimensionality: A Simple Example , 1979, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[4]  Anil K. Jain,et al.  An Intrinsic Dimensionality Estimator from Near-Neighbor Information , 1979, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[5]  Ian T. Young,et al.  Further consideration of sample and feature size (Corresp.) , 1978, IEEE Trans. Inf. Theory.

[6]  W. Waller,et al.  On the monotonicity of the performance of Bayesian classifiers (Corresp.) , 1978, IEEE Trans. Inf. Theory.

[7]  Jan M. Van Campenhout On the Peaking of the Hughes Mean Recognition Accuracy: The Resolution of an Apparent Paradox , 1978, IEEE Trans. Syst. Man Cybern..

[8]  I. T. Young Further Consideration of Sample and Feature Size. , 1978 .

[9]  Anil K. Jain,et al.  Feature definition in pattern recognition with small sample size , 1978, Pattern Recognit..

[10]  Anil K. Jain,et al.  On the optimal number of features in the classification of multivariate Gaussian data , 1978, Pattern Recognit..

[11]  G. D. Murray A Cautionary Note on Selection of Variables in Discriminant Analysis , 1977 .

[12]  David B. Cooper,et al.  Structured estimation: Sample size reduction for adaptive pattern classification , 1977, IEEE Trans. Inf. Theory.

[13]  민귀홍,et al.  백화점 DM광고의 정보성과 유용성에 대한 인식이 광고태도 및 회피에 미치는 영향 , 1977 .

[14]  Jim Kay,et al.  A critical comparison of two methods of statistical discrimination , 1977 .

[15]  Anil K. Jain,et al.  MEAN RECOGNITION ACCURACY OF DEPENDENT BINARY MEASUREMENTS. , 1977 .

[16]  Anil K. Jain ON AN ESTIMATE OF THE BHATTACHARYYA DISTANCE. , 1976 .

[17]  J. V. Ness,et al.  On the Effects of Dimension in Discriminant Analysis , 1976 .

[18]  J. Aitchison Goodness of prediction fit , 1975 .

[19]  Patrick L. Odell,et al.  Estimating the probability of misclassification and variate selection , 1975, Pattern Recognit..

[20]  Josef Kittler,et al.  Mathematics Methods of Feature Selection in Pattern Recognition , 1975, Int. J. Man Mach. Stud..

[21]  Anil K. Jain,et al.  Independence, Measurement Complexity, and Classification Performance , 1975, IEEE Transactions on Systems, Man, and Cybernetics.

[22]  Laveen N. Kanal,et al.  Patterns in pattern recognition: 1968-1974 , 1974, IEEE Trans. Inf. Theory.

[23]  Godfried T. Toussaint,et al.  Bibliography on estimation of misclassification , 1974, IEEE Trans. Inf. Theory.

[24]  B. Chandrasekaran,et al.  Quantization Complexity and Independent Measurements , 1974, IEEE Transactions on Computers.

[25]  Richard O. Duda,et al.  Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.

[26]  A. Levine,et al.  The nearest-neighbor rule for small samples drawn from uniform distributions (Corresp.) , 1973, IEEE Trans. Inf. Theory.

[27]  Larry D. Hostetler,et al.  Optimization of k nearest neighbor density estimates , 1973, IEEE Trans. Inf. Theory.

[28]  R. Sitgreaves SOME OPERATING CHARACTERISTICS OF LINEAR DISCRIMINANT FUNCTIONS , 1973 .

[29]  Keinosuke Fukunaga,et al.  Application of optimum error-reject functions (Corresp.) , 1972, IEEE Trans. Inf. Theory.

[30]  Tsuguchika Kaminuma,et al.  Fast-converging adaptive algorithms for well-balanced separating linear classifier , 1972, Pattern Recognit..

[31]  Donald H. Foley Considerations of sample and feature size , 1972, IEEE Trans. Inf. Theory.

[32]  B. Chandrasekaran,et al.  On dimensionality and sample size in statistical pattern classification , 1971, Pattern Recognit..

[33]  F. P. Fischer,et al.  K-Nearest Neighbor Rules. , 1971 .

[34]  B. Chandrasekaran,et al.  Independence of measurements and the mean recognition accuracy , 1971, IEEE Trans. Inf. Theory.

[35]  C. K. Chow,et al.  On optimum recognition error and reject tradeoff , 1970, IEEE Trans. Inf. Theory.

[36]  Richard Y. Kain The mean accuracy of pattern recognizers with many pattern classes (Corresp.) , 1969, IEEE Trans. Inf. Theory.

[37]  B. Chandrasekaran,et al.  Comments on "On the mean accuracy of statistical pattern recognizers" by Hughes, G. F , 1969, IEEE Trans. Inf. Theory.

[38]  M. R. Mickey,et al.  Estimation of Error Rates in Discriminant Analysis , 1968 .

[39]  D. Lindley The Choice of Variables in Multiple Regression , 1968 .

[40]  G. F. Hughes,et al.  On the mean accuracy of statistical pattern recognizers , 1968, IEEE Trans. Inf. Theory.

[41]  J. T. Chu,et al.  Error Probability in Decision Functions for Character Recognition , 1967, JACM.

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

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

[44]  Thomas M. Cover,et al.  Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition , 1965, IEEE Trans. Electron. Comput..

[45]  Daniel G. Keehn,et al.  A note on learning for Gaussian properties , 1965, IEEE Trans. Inf. Theory.

[46]  M. Okamoto An Asymptotic Expansion for the Distribution of the Linear Discriminant Function , 1963 .

[47]  D. G. Kabe Some Results on the Distribution of Two Random Matrices Used in Classification Procedures , 1963 .

[48]  W. H. Highleyman,et al.  The design and analysis of pattern recognition experiments , 1962 .

[49]  S. John Errors in Discrimination , 1961 .

[50]  A. Bowker,et al.  AN ASYMPTOTIC EXPANSION FOR THE DISTRIBUTION FUNCTION OF THE CLASSIFICATION STATISTIC W , 1959 .

[51]  J. L. Hodges,et al.  Discriminatory Analysis - Nonparametric Discrimination: Small Sample Performance , 1952 .

[52]  R. Sitgreaves On the Distribution of two Random Matrices used in Classification Procedures , 1952 .

[53]  T. W. Anderson Classification by multivariate analysis , 1951 .

[54]  H. Harter On the Distribution of Wald's Classification Statistic , 1951 .

[55]  W. Gaffey Discriminatory Analysis - Perfect Discrimination as the Number of Variables Increases , 1951 .

[56]  A. Wald On a Statistical Problem Arising in the Classification of an Individual into One of Two Groups , 1944 .