Patents by Inventor Argon Cheng-Kang Chen

Argon Cheng-Kang Chen has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 9305243
    Abstract: An adaptable classification method is provided. The method performs the classification by using a classification standard having a plurality of categories. The classification standard is classified into different categories based on probability ranges. The adaptable classification method includes training a classifying device with a plurality of samples and using the trained classifying device to determine the categories of the samples to obtain classification model scores of the samples, transferring, by using logistic-like functions, the classification model scores into probability values; and adjusting parameters of logistic-like functions to iterate the training of the classifying device such that the probability values conform to value ranges corresponding to categories of the classification standard.
    Type: Grant
    Filed: July 30, 2013
    Date of Patent: April 5, 2016
    Assignee: National Taiwan University
    Inventors: Argon Cheng-Kang Chen, Chiung-Nien Chen, Wen-Hung Kuo, Shu-Chuan Chuang
  • Publication number: 20140270493
    Abstract: An adaptable classification method is provided. The method performs the classification by using a classification standard having a plurality of categories. The classification standard is classified into different categories based on probability ranges. The adaptable classification method includes training a classifying device with a plurality of samples and using the trained classifying device to determine the categories of the samples to obtain classification model scores of the samples, transferring, by using logistic-like functions, the classification model scores into probability values; and adjusting parameters of logistic-like functions to iterate the training of the classifying device such that the probability values conform to value ranges corresponding to categories of the classification standard.
    Type: Application
    Filed: July 30, 2013
    Publication date: September 18, 2014
    Applicant: NATIONAL TAIWAN UNIVERSITY
    Inventors: Argon Cheng-Kang Chen, Chiung-Nien Chen, Wen-Hung Kuo, Shu-Chuan Chuang