Sughrue Mion, PLLC
Method and apparatus for generating one class model based on data frequency
Provided is a method for generating a one class model based on a data frequency. The method for generating a one class model based on a data frequency includes: generating, by a machine learning apparatus, a plurality of spatial coordinates by arranging a plurality of learning data in corresponding coordinates in a feature space; classifying, by the machine learning apparatus, the plurality of spatial coordinates into a plurality of internal coordinates PI and a plurality of external coordinates PO based on a frequency of the learning data arranged in the respective spatial coordinates which belong to the plurality of spatial coordinates; and generating, by the machine learning apparatus, a one class model based on the plurality of internal coordinates PI based on mutual spatial distances of the plurality of external coordinates PO and the plurality of internal coordinates PI.
AJOU UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION
G G G G
G06N G06N G06N G06F
inventional inventional inventional inventional
Hyung Uk Tae Shik Seok Jun Seok Cheol
Yoo Shon Lee Lee