Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 10, No. 12, Dec. 2021


Cancer Patient Specific Driver Gene Identification by Personalized Gene Network and PageRank
Jung Hee Won, Park Ji Woo, Ahn Jae Gyoon
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 12, pp. 547-554, Dec. 2021
https://doi.org/10.3745/KTSDE.2021.10.12.547
Keywords: Cancer Driver Gene, Gene Network, PageRank, Multi Omics Analysis

A Study on Facial Skin Disease Recognition Using Multi-Label Classification
Chae Hyun Lim, Son Min Ji, Kim Myung Ho
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 12, pp. 555-560, Dec. 2021
https://doi.org/10.3745/KTSDE.2021.10.12.555
Keywords: Deep Learning, Multi-label classification, Skin Diseases

A Study of Tram-Pedestrian Collision Prediction Method Using YOLOv5 and Motion Vector
Young-Min Kim, Hyeon-Uk An, Hee-gyun Jeon, Jin-Pyeong Kim, Gyu-Jin Jang, Hyeon-Chyeol Hwang
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 12, pp. 561-568, Dec. 2021
https://doi.org/10.3745/KTSDE.2021.10.12.561  
Keywords: Tram, Dense Optical Flow, Estimation of Collision point, TTC(Time-To-Collision), YOLOv5

A Study on Automated Fake News Detection Using Verification Articles
Yoon-Jin Han, Geun-Hyung Kim
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 12, pp. 569-578, Dec. 2021
https://doi.org/10.3745/KTSDE.2021.10.12.569
Keywords: Artificial intelligence, Fake news detection, Fake News Data, KoBERT, Text Summarization

Style-Based Transformer for Time Series Forecasting
Dong-Keon Kim, Kwangsu Kim
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 12, pp. 579-586, Dec. 2021
https://doi.org/10.3745/KTSDE.2021.10.12.579
Keywords: Time Series Forecasting, Transformer, Generative Decoder, Style Transfer

Epileptic Seizure Detection Using CNN Ensemble Models Based on Overlapping Segments of EEG Signals
Min-Ki Kim
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 12, pp. 587-594, Dec. 2021
https://doi.org/10.3745/KTSDE.2021.10.12.587
Keywords: Epileptic Seizure, EEG, CNN, Ensemble model

Secure Scheme Between Nodes in Cloud Robotics Platform
Hyungjoo Kim
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 12, pp. 595-602, Dec. 2021
https://doi.org/10.3745/KTSDE.2021.10.12.595
Keywords: Security, robot, Robot-Human Interaction, Key Management, Cloud Robotics Platform