Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 9, No. 12, Dec. 2020


A Methodology for Integrating Security into the Automotive Development Process
Seungyeon Jeong, Sooyoung Kang, Seungjoo Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 12, pp. 387-402, Dec. 2020
https://doi.org/10.3745/KTSDE.2020.9.12.387
Keywords: Automotive Development, Evidence-based Standards, Secure SDLC, UNECE Cybersecurity Regulation

Clustering Performance Analysis of Autoencoder with Skip Connection
In-su Jo, Yunhee Kang, Dong-bin Choi, Young B. Park
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 12, pp. 403-410, Dec. 2020
https://doi.org/10.3745/KTSDE.2020.9.12.403  
Keywords: Skip Connection, Autoencoder, clustering, Superresolution

A Pre-processing Study to Solve the Problem of Rare Class Classification of Network Traffic Data
Ryu Kyung Joon, Shin DongIl, Shin DongKyoo, Park JeongChan, Kim JinGoog
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 12, pp. 411-418, Dec. 2020
https://doi.org/10.3745/KTSDE.2020.9.12.411
Keywords: Machine Learning, Rare Class, Semi Rare Class, pre-processing, Feature selection

Double Encoder-Decoder Model for Improving the Accuracy of the Electricity Consumption Prediction in Manufacturing
Yeongchang Cho, Byung Gill Go, Jong Hoon Sung, Yeong Sik Cho
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 12, pp. 419-430, Dec. 2020
https://doi.org/10.3745/KTSDE.2020.9.12.419
Keywords: Time-Series Forecasting, Deep Learning, Machine Learning

Lip Contour Detection by Multi-Threshold
Kim Jeong Yeop
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 12, pp. 431-438, Dec. 2020
https://doi.org/10.3745/KTSDE.2020.9.12.431
Keywords: Lip Contour, Lip Detection, Lip Segmentation