Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, Nov. 2019


Modeling and Selecting Optimal Features for Machine Learning Based Detections of Android Malwares
Kye Woong Lee, Seung Taek Oh, Young Yoon
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 427-432, Nov. 2019
https://doi.org/10.3745/KTSDE.2019.8.11.427
Keywords: Android, Malware, APK, AI, Ensemble Algorithm

Prediction Model for Hypertriglyceridemia Based on Naive Bayes Using Facial Characteristics
Lee Juwon, Lee Bum Ju
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 433-440, Nov. 2019
https://doi.org/10.3745/KTSDE.2019.8.11.433
Keywords: Machine Learning, Facial Characteristics, Hypertriglyceridemia, Predictive model

Automatic Word Spacing of the Korean Sentences by Using End-to-End Deep Neural Network
Hyun Young Lee, Seung Shik Kang
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 441-448, Nov. 2019
https://doi.org/10.3745/KTSDE.2019.8.11.441
Keywords: Syllable Embedding, Bi-LSTM, Feedforward Neural Network, Neural Network Language Model, Linear-Chain CRF

A Study on Machine Learning Algorithm Suitable for Automatic Crack Detection in Wall-Climbing Robot
Jae-Min Park, Hyun-Seop Kim, Dong-Ho Shin, Myeong-Suk Park, Sang-Hoon Kim
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 449-456, Nov. 2019
https://doi.org/10.3745/KTSDE.2019.8.11.449
Keywords: Wall-Climbing Robot, Crack Detection Algorithms, Machine Learning, localization

Image Processing and Deep Learning Techniquesfor Fast Pig’s Posture Determining and Head Removal
Hanse Ahn, Wonseok Choi, Sunhwa Park, Yongwha Chung, Daihee Park
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 457-464, Nov. 2019
https://doi.org/10.3745/KTSDE.2019.8.11.457
Keywords: Real-Time Pig Monitoring, Posture Determining, Head Removal, image processing, Deep Learning, YOLO