Keinosuke Fukunaga

Affiliations:
  • Purdue University, West Lafayette, USA


According to our database1, Keinosuke Fukunaga authored at least 51 papers between 1964 and 1993.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Awards

IEEE Fellow

IEEE Fellow 1979, "For contributions to statistical pattern recognition.".

Timeline

Legend:

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Links

Online presence:

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Bibliography

1993
Statistical Pattern Recognition.
Proceedings of the Handbook of Pattern Recognition and Computer Vision, 1993

1989
Estimation of Classifier Performance.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Effects of Sample Size in Classifier Design.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

The Reduced Parzen Classifier.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Leave-One-Out Procedures for Nonparametric Error Estimates.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

1987
Bayes Error Estimation Using Parzen and k-NN Procedures.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

Bias of Nearest Neighbor Error Estimates.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

1986
A Test of the Gaussian-ness of a Data Set Using Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 1986

1985
The 2-NN Rule for More Accurate NN Risk Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 1985

1984
Properties of Separable Covariance Matrices and Their Associated Gaussian Random Processes.
IEEE Trans. Pattern Anal. Mach. Intell., 1984

Nonparametric Data Reduction.
IEEE Trans. Pattern Anal. Mach. Intell., 1984

Classification Error for a Very Large Number of Classes.
IEEE Trans. Pattern Anal. Mach. Intell., 1984

An Optimal Global Nearest Neighbor Metric.
IEEE Trans. Pattern Anal. Mach. Intell., 1984

1983
Nonparametric Discriminant Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 1983

Estimation of the Parameters of a Gaussian Mixture Using the Method of Moments.
IEEE Trans. Pattern Anal. Mach. Intell., 1983

1982
A parametrically-defined nearest neighbor distance measure.
Pattern Recognit. Lett., 1982

Feature Extraction Using Problem Localization.
IEEE Trans. Pattern Anal. Mach. Intell., 1982

A Nonparametric Two-Dimensional Display for Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 1982

Systematic Feature Extraction.
IEEE Trans. Pattern Anal. Mach. Intell., 1982

15 Intrinsic dimensionality extraction.
Proceedings of the Classification, Pattern Recognition and Reduction of Dimensionality, 1982

1981
The optimal distance measure for nearest neighbor classification.
IEEE Trans. Inf. Theory, 1981

Three-Dimensional Shape Analysis Using Local Shape Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 1981

1980
A class of feature extraction criteria and its relation to the Bayes risk estimate.
IEEE Trans. Inf. Theory, 1980

1978
Nonlinear feature extraction with a general criterion function.
IEEE Trans. Inf. Theory, 1978

Generalized Clustering for Problem Localization.
IEEE Trans. Computers, 1978

1977
The optimum nonlinear features for a scatter criterion in discriminant analysis.
IEEE Trans. Inf. Theory, 1977

A Branch and Bound Algorithm for Feature Subset Selection.
IEEE Trans. Computers, 1977

1976
A Graph-Theoretic Approach to Nonparametric Cluster Analysis.
IEEE Trans. Computers, 1976

1975
k-nearest-neighbor Bayes-risk estimation.
IEEE Trans. Inf. Theory, 1975

The estimation of the gradient of a density function, with applications in pattern recognition.
IEEE Trans. Inf. Theory, 1975

A Branch and Bound Clustering Algorithm.
IEEE Trans. Computers, 1975

A Branch and Bound Algorithms for Computing k-nearest Neighbors.
IEEE Trans. Computers, 1975

1973
Nonparametric Bayes error estimation using unclassified samples.
IEEE Trans. Inf. Theory, 1973

Optimization of k nearest neighbor density estimates.
IEEE Trans. Inf. Theory, 1973

Representation of Nonlinear Data Surfaces.
IEEE Trans. Computers, 1973

1972
Application of optimum error-reject functions (Corresp.).
IEEE Trans. Inf. Theory, 1972

Asymptotic Analysis of a Nonparametric Clustering Technique.
IEEE Trans. Computers, 1972

A Nonparametric Valley-Seeking Technique for Cluster Analysis.
IEEE Trans. Computers, 1972

A Nonlinear Feature Extraction Algorithm Using Distance Transformation.
IEEE Trans. Computers, 1972

1971
Pattern Recognition Signal Processing for Mechanical Diagnostics Signature Analysis.
IEEE Trans. Computers, 1971

Authors' Reply<sup>3</sup>.
IEEE Trans. Computers, 1971

A Two-Dimensional Display for the Classification of Multivariate Data.
IEEE Trans. Computers, 1971

An Algorithm for Finding Intrinsic Dimensionality of Data.
IEEE Trans. Computers, 1971

Estimation of Classification Error.
IEEE Trans. Computers, 1971

1970
Representation of Random Processes Using the Finite Karhunen-Loève Expansion
Inf. Control., March, 1970

Piecewise linear discriminant functions and classification errors for multiclass problems (Corresp.).
IEEE Trans. Inf. Theory, 1970

A Criterion and an Algorithm for Grouping Data.
IEEE Trans. Computers, 1970

Application of the Karhunen-Loève Expansion to Feature Selection and Ordering.
IEEE Trans. Computers, 1970

1969
Calculation of Bayes' Recognition Error for Two Multivariate Gaussian Distributions.
IEEE Trans. Computers, 1969

1968
A minimum distance feature effectiveness criterion (Corresp.).
IEEE Trans. Inf. Theory, 1968

1964
A Theory of Nonlinear Autonomous Sequential Nets Using z Transforms.
IEEE Trans. Electron. Comput., 1964


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