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Original Articles

Maximum likelihood classification, optimal or problematic? A comparison with the nearest neighbour classification

Pages 1829-1838 | Received 27 Oct 1986, Accepted 14 Apr 1987, Published online: 08 Jul 2010

References

  • ANDERBERG , M. A. , 1973 , Cluster Analysis for Applications ( New York Academic Press ).
  • COYER , T. M. , and HART , P. E. , 1967 , Nearest neighbor pattern classification . I.E.E.E. Trans. Inf. Theory , 13 , 21 – 27 ..
  • DUDA , R. , and HART , P. E. , 1973 , Pattern Classification and Scene Analysis ( New York Wiley ).
  • FRIEDMAN , J. H. , BASKETT , F. , and SHUSTEK , L. J. , 1975 , An algorithm for finding nearest neighbors . I.E.E.E. Trans. Comput. , 24 , 1000 – 1006 .
  • HART , P. E. , 1968 , The condensed nearest neighbor rule . I.E.E.E. Trans. Inf. Theory , 14 , 515 – 516 .
  • HARTIGAN , J. A. , 1975 , Clustering Algorithms ( New York Wiley ).
  • Ho , Y, C. , and AGRAWALA , A. K. , 1968 , On pattern classification algorithms . Proc. Inst, elect. election. Engrs . 56 , 2101 – 2114 .
  • JAYROE , R. R. , 1976 , Evaluation criteria for software classification inventories , accuracies, and maps. NASA TM X-73347 .

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