Keinosuke Fukunaga

Research.com Recognitions

• 1979 - IEEE Fellow For contributions to statistical pattern recognition.

Overview

Best Publications

• Introduction to statistical pattern recognition (2nd ed.)

  Keinosuke Fukunaga

  6817
  Citations

• A Branch and Bound Algorithm for Computing k-Nearest Neighbors

  K. Fukunaga;P.M. Narendra

  1050
  Citations

• Application of the Karhunen-Loève Expansion to Feature Selection and Ordering

  K. Fukunaga;W.L.G. Koontz

  748
  Citations

• Effects of sample size in classifier design

  K. Fukunaga;R.R. Hayes

  451
  Citations

• Statistical Pattern Recognition

  Unknown

  438
  Citations

• An Algorithm for Finding Intrinsic Dimensionality of Data

  Unknown

  422
  Citations

• Nonparametric Discriminant Analysis

  K. Fukunaga;J. M. Mantock

  328
  Citations

• The optimal distance measure for nearest neighbor classification

  Unknown

  311
  Citations

• A Branch and Bound Clustering Algorithm

  W.L.G. Koontz;P.M. Narendra;K. Fukunaga

  295
  Citations

• Bayes Error Estimation Using Parzen and k-NN Procedures

  Keinosuke Fukunaga;Donald M. Hummels

  202
  Citations

• An Optimal Global Nearest Neighbor Metric

  Keinosuke Fukunaga;Thomas E. Flick

  174
  Citations

• Leave-one-out procedures for nonparametric error estimates

  K. Fukunaga;D.M. Hummels

  136
  Citations

• The reduced Parzen classifier

  K. Fukunaga;R.R. Hayes

  125
  Citations

• A Nonparametric Valley-Seeking Technique for Cluster Analysis

  Warren L. G. Koontz;Keinosuke Fukunaga

  110
  Citations

• Bias of Nearest Neighbor Error Estimates

  Keinosuke Fukunaga;Donald M. Hummels

  108
  Citations

• Estimation of classifier performance

  K. Fukunaga;R.R. Hayes

  107
  Citations

• Chapter 11 – CLUSTERING

  Keinosuke Fukunaga

  103
  Citations

• A Criterion and an Algorithm for Grouping Data

  K. Fukunaga;W.L.G. Koontz

  102
  Citations

• Estimation of Classification Error

  K. Fukunaga;D.L. Kessell

  90
  Citations

• Representation of random processes using the finite Karhunen-Loève expansion

  Keinosuke Fukunaga;Warren L. G. Koontz

  77
  Citations

• Nonparametric Data Reduction

  K. Fukunaga;J. M. Mantock

  74
  Citations

• Three-Dimensional Shape Analysis Using Local Shape Descriptors

  Timothy P. Wallace;Owen Robert Mitchell;Keinosuke Fukunaga

  67
  Citations

• Estimation of the Parameters of a Gaussian Mixture Using the Method of Moments

  Keinosuke Fukunaga;Thomas E. Flick

  54
  Citations

• Chapter 5 – PARAMETER ESTIMATION

  Keinosuke Fukunaga

  41
  Citations