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    • 23. 发明申请
    • Data processing apparatus, data processing method data processing program and computer readable medium
    • 数据处理装置,数据处理方法数据处理程序和计算机可读介质
    • US20080147576A1
    • 2008-06-19
    • US11819287
    • 2007-06-26
    • Shinichiro SerizawaTomoyuki Ito
    • Shinichiro SerizawaTomoyuki Ito
    • G06F15/18
    • G06N3/08G06N3/0454
    • A data processing apparatus includes first and second unsupervised learning process units and a supervised learning process unit. The first unsupervised learning process unit classifies data of a first data group according to unsupervised learning, to perform dimension reduction for the first data group and to obtain first classified data. The second unsupervised learning process unit classifies data of a second data group according to the unsupervised learning, to perform dimension reduction for the second data group and to obtain a second classified data group. The supervised learning process unit performs supervised learning using, as a teacher, the first classified data group obtained by the first unsupervised learning process unit and the second classified data group obtained by the second unsupervised learning process unit to determine a mapping relation between the first classified data group and the second classified data group.
    • 数据处理装置包括第一和第二无监督学习处理单元和监督学习处理单元。 第一无监督学习处理单元根据无监督学习对第一数据组的数据进行分类,以对第一数据组执行维数缩减并获得第一分类数据。 第二无监督学习处理单元根据无监督学习对第二数据组的数据进行分类,以对第二数据组执行维数缩减并获得第二分类数据组。 监督学习处理单元使用第一无监督学习处理单元获得的第一分类数据组和由第二无监督学习处理单元获得的第二分类数据组作为教师进行监督学习,以确定第一分类数据组 数据组和第二个分类数据组。