METHOD AND APPARATUS FOR ADAPTIVE DATA CLUSTERING

    公开(公告)号:MY152935A

    公开(公告)日:2014-12-15

    申请号:MYPI2010002979

    申请日:2010-06-22

    Applicant: MIMOS BERHAD

    Inventor: SENG CHAN CHEE

    Abstract: [0051] THE PRESENT INVENTION PROVIDES A METHOD OF CLUSTERING DATA POINTS IN A MULTI-DIMENSIONAL FEATURE SPACE. THE METHOD COMPRISES FORMING (301) A PRINCIPLE AXIS BENDING GAUSSIAN MODEL TO GROUP THE DATA POINTS ALONG A CURVED PRINCIPLE AXIS ON A ORTHOGONAL PLANE; CARRYING OUT (302) A FUZZY C-MEANS FOR LOCATING CLUSTER CENTERS OF THE PRINCIPLE AXIS BENDING GAUSSIAN MODEL; AND PERFORMING (303) ITERATIVELY EXPECTATION-MAXIMIZATION (EM) ALGORITHM TO UPDATE AND OPTIMIZE THE CLUSTER CENTERS. [0052]

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