Keinosuke Fukunaga - researchr alias

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1993

Statistical Pattern RecognitionKeinosuke Fukunaga. In Chi-hau Chen, L.-F. Pau, Patrick S. P. Wang, editors, Handbook of Pattern Recognition and Computer Vision. pages 33-60, World Scientific, 1993. [doi]

1990

Introduction to statistical pattern recognitionKeinosuke Fukunaga. Academic Press Professional, Inc., 1990.

1989

Leave-One-Out Procedures for Nonparametric Error EstimatesKeinosuke Fukunaga, Donald M. Hummels. pami, 11(4):421-423, 1989. [doi]

The Reduced Parzen ClassifierKeinosuke Fukunaga, Raymond R. Hayes. pami, 11(4):423-425, 1989. [doi]

Effects of Sample Size in Classifier DesignKeinosuke Fukunaga, Raymond R. Hayes. pami, 11(8):873-885, 1989. [doi]

Estimation of Classifier PerformanceKeinosuke Fukunaga, Raymond R. Hayes. pami, 11(10):1087-1101, 1989. [doi]

1987

Bias of Nearest Neighbor Error EstimatesKeinosuke Fukunaga, Donald M. Hummels. pami, 9(1):103-112, 1987. [doi]

Bayes Error Estimation Using Parzen and k-NN ProceduresKeinosuke Fukunaga, Donald M. Hummels. pami, 9(5):634-643, 1987. [doi]

1986

A Test of the Gaussian-ness of a Data Set Using ClusteringKeinosuke Fukunaga, Thomas E. Flick. pami, 8(2):240-247, 1986. [doi]

1985

The 2-NN Rule for More Accurate NN Risk EstimationKeinosuke Fukunaga, Thomas E. Flick. pami, 7(1):107-112, 1985. [doi]

1984

Classification Error for a Very Large Number of ClassesKeinosuke Fukunaga, Thomas E. Flick. pami, 6(6):779-788, 1984. [doi]

An Optimal Global Nearest Neighbor MetricKeinosuke Fukunaga, Thomas E. Flick. pami, 6(3):314-318, 1984. [doi]

1983

Estimation of the Parameters of a Gaussian Mixture Using the Method of MomentsKeinosuke Fukunaga, Thomas E. Flick. pami, 5(4):410-416, 1983. [doi]

1982

Systematic Feature ExtractionKenneth A. Brakke, James M. Mantock, Keinosuke Fukunaga. pami, 4(3):291-297, 1982. [doi]

A Nonparametric Two-Dimensional Display for ClassificationKeinosuke Fukunaga, James M. Mantock. pami, 4(4):427-436, 1982. [doi]

A parametrically-defined nearest neighbor distance measureKeinosuke Fukunaga, Thomas E. Flick. prl, 1(1):3-5, 1982. [doi]

15 Intrinsic dimensionality extractionKeinosuke Fukunaga. In Paruchuri R. Krishnaiah, Laveen N. Kanal, editors, Classification, Pattern Recognition and Reduction of Dimensionality. Volume 2 of Handbook of Statistics, pages 347-360, North-Holland, 1982. [doi]

Feature Extraction Using Problem LocalizationRobert D. Short II, Keinosuke Fukunaga. pami, 4(3):323-326, 1982. [doi]

1981

The optimal distance measure for nearest neighbor classificationRobert D. Short II, Keinosuke Fukunaga. TIT, 27(5):622-626, 1981.

Three-Dimensional Shape Analysis Using Local Shape DescriptorsTimothy P. Wallace, Owen Robert Mitchell, Keinosuke Fukunaga. pami, 3(3):310-323, 1981. [doi]

1980

A class of feature extraction criteria and its relation to the Bayes risk estimateKeinosuke Fukunaga, Robert D. Short II. TIT, 26(1):59-65, 1980. [doi]

1978

Generalized Clustering for Problem LocalizationKeinosuke Fukunaga, Robert D. Short II. TC, 27(2):176-181, 1978.

Nonlinear feature extraction with a general criterion functionKeinosuke Fukunaga, Robert D. Short II. TIT, 24(5):600-607, 1978. [doi]

1977

The optimum nonlinear features for a scatter criterion in discriminant analysisKeinosuke Fukunaga, S. Ando. TIT, 23(4):453-459, 1977. [doi]

A Branch and Bound Algorithm for Feature Subset SelectionPatrenahalli M. Narendra, Keinosuke Fukunaga. TC, 26(9):917-922, 1977.

1976

A Graph-Theoretic Approach to Nonparametric Cluster AnalysisWarren L. G. Koontz, Patrenahalli M. Narendra, Keinosuke Fukunaga. TC, 25(9):936-944, 1976.

1975

A Branch and Bound Algorithms for Computing k-nearest NeighborsKeinosuke Fukunaga, Patrenahalli M. Narendra. TC, 24(7):750-753, 1975.

k-nearest-neighbor Bayes-risk estimationKeinosuke Fukunaga, Larry D. Hostetler. TIT, 21(3):285-293, 1975. [doi]

The estimation of the gradient of a density function, with applications in pattern recognitionKeinosuke Fukunaga, Larry D. Hostetler. TIT, 21(1):32-40, 1975. [doi]

A Branch and Bound Clustering AlgorithmWarren L. G. Koontz, Patrenahalli M. Narendra, Keinosuke Fukunaga. TC, 24(9):908-915, 1975.

1973

Nonparametric Bayes error estimation using unclassified samplesKeinosuke Fukunaga, David L. Kessell. TIT, 19(4):434-440, 1973. [doi]

Optimization of k nearest neighbor density estimatesKeinosuke Fukunaga, Larry D. Hostetler. TIT, 19(3):320-326, 1973. [doi]

Representation of Nonlinear Data SurfacesDavid R. Olsen, Keinosuke Fukunaga. TC, 22(10):915-922, 1973. [doi]

1972

Application of optimum error-reject functions (Corresp.)Keinosuke Fukunaga, David L. Kessell. TIT, 18(6):814-817, 1972. [doi]

A Nonlinear Feature Extraction Algorithm Using Distance TransformationWarren L. G. Koontz, Keinosuke Fukunaga. TC, 21(1):56-63, 1972. [doi]

A Nonparametric Valley-Seeking Technique for Cluster AnalysisWarren L. G. Koontz, Keinosuke Fukunaga. TC, 21(2):171-178, 1972. [doi]

Asymptotic Analysis of a Nonparametric Clustering TechniqueWarren L. G. Koontz, Keinosuke Fukunaga. TC, 21(9):967-974, 1972. [doi]

1971

A Two-Dimensional Display for the Classification of Multivariate DataKeinosuke Fukunaga, David R. Olsen. TC, 20(8):917-923, 1971. [doi]

An Algorithm for Finding Intrinsic Dimensionality of DataKeinosuke Fukunaga, David R. Olsen. TC, 20(2):176-183, 1971. [doi]

Estimation of Classification ErrorKeinosuke Fukunaga, David L. Kessell. TC, 20(12):1521-1527, 1971. [doi]

3Keinosuke Fukunaga, David R. Olsen. TC, 20(12):1615-1616, 1971. [doi]

Pattern Recognition Signal Processing for Mechanical Diagnostics Signature AnalysisRoy L. Hoffman, Keinosuke Fukunaga. TC, 20(9):1095-1100, 1971. [doi]

A Nonparametric Valley-Seeking Technique for Cluster AnalysisWarren L. G. Koontz, Keinosuke Fukunaga. IJCAI 1971: 411-417

1970

Representation of Random Processes Using the Finite Karhunen-Loève ExpansionKeinosuke Fukunaga, Warren L. G. Koontz. iandc, 16(1):85-101, March 1970.

Piecewise linear discriminant functions and classification errors for multiclass problems (Corresp.)Keinosuke Fukunaga, D. R. Olsen. TIT, 16(1):99-100, 1970. [doi]

A Criterion and an Algorithm for Grouping DataKeinosuke Fukunaga, Warren L. G. Koontz. TC, 19(10):917-923, 1970. [doi]

Application of the Karhunen-Loève Expansion to Feature Selection and OrderingKeinosuke Fukunaga, Warren L. G. Koontz. TC, 19(4):311-318, 1970. [doi]

1969

Calculation of Bayes' Recognition Error for Two Multivariate Gaussian DistributionsKeinosuke Fukunaga, Thomas F. Krile. TC, 18(3):220-229, 1969. [doi]

1968

A minimum distance feature effectiveness criterion (Corresp.)Keinosuke Fukunaga, Thomas F. Krile. TIT, 14(5):780-782, 1968. [doi]

1964

A Theory of Nonlinear Autonomous Sequential Nets Using z TransformsKeinosuke Fukunaga. TC, 13(3):310-312, 1964. [doi]

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