Patent ID: 11874856
Assignee: KOREA UNIVERSITY OF TECHNOLOGY AND EDUCATION INDUSTRY-UNIVERSITY COOPERATION FOUNDATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A data classification device comprising:
an encoder configured to vectorize data;
a decoder configured to receive the vectorized data from the encoder; and
classification data stored in the decoder,
wherein the decoder is further configured to:
start classification of the vectorized data based on a first node from among a plurality of nodes in the classification data;
preprocess a pre-generated partial layer by defining dependency relationships of the plurality of nodes based on the classification data;
allocate the plurality of nodes in the classification data to the vectorized data;
form partial layers based on the allocated plurality of nodes with respect to the vectorized data;
when terminal nodes or temporary nodes are allocated among the plurality of nodes, end allocation to the partial layers to which the terminal nodes or the temporary nodes have been allocated; and
allocate final partial layers formed from the partial layers to the vectorized data.