• DocumentCode
    1587573
  • Title

    Supervised classification by fuzzy comprehensive estimation and its application in bioscience

  • Author

    Jincheng, Feng ; Zheng, Feng

  • Author_Institution
    Qiong Univ., Hainan, China
  • Volume
    2
  • fYear
    1996
  • Firstpage
    1300
  • Abstract
    From the angle of pattern recognition, fuzzy comprehensive estimation is one of the most important mathematical methods used to realize supervised classification in pattern recognition. By analyzing the two cases of quantitative diagnosis and adaptability of soil for cultivation, we show the whole process of how it realized the supervised classification. It was proved by a living-example calculation, that the correct determination rate of benign and malignant gastric ulcers reached 100% by using this method. In addition the definite diagnoses rate reached 92.48%. Moreover the accordance rate of pattern estimation of the adaptability for soil cultivation reached 94.4%. Therefore, it has fairly good values in science and applications
  • Keywords
    agriculture; fuzzy systems; image classification; medical image processing; patient diagnosis; pattern recognition; soil; benign gastric ulcers; bioscience; correct determination rate; cultivation; diagnoses rate; fuzzy comprehensive estimation; malignant gastric ulcers; mathematical method; pattern estimation; pattern recognition; quantitative diagnosis; soil adaptability; soil cultivation; supervised classification; Cancer; Concrete; Diseases; Educational institutions; Equations; Hospitals; Medical diagnostic imaging; Pattern recognition; Rail transportation; Soil;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 1996., 3rd International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-2912-0
  • Type

    conf

  • DOI
    10.1109/ICSIGP.1996.566535
  • Filename
    566535