Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, May. 2022


An Improved Skyline Query Scheme for Recommending Real-Time User Preference Data Based on Big Data Preprocessing
JiHyun Kim, Jongwan Kim
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 189-196, May. 2022
https://doi.org/10.3745/KTSDE.2022.11.5.189
Keywords: Skyline Query, Nearest Neighbor, Online Skyline Query, Block Nested Loop, Data Preprocessing

IoT Malware Detection and Family Classification Using Entropy Time Series Data Extraction and Recurrent Neural Networks
Youngho Kim, Hyunjong Lee, Doosung Hwang
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 197-202, May. 2022
https://doi.org/10.3745/KTSDE.2022.11.5.197
Keywords: Internet of Things, Machine Learning, Malware detection, Malware Family Classification

Deep Learning-Based Model for Classification of Medical Record Types in EEG Report
Kyoungsu Oh, Min Kang, Seok-hwan Kang, Young-ho Lee
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 203-210, May. 2022
https://doi.org/10.3745/KTSDE.2022.11.5.203
Keywords: Deep Learning, EEG Report Classification, Natural Language Processing

A Study on Tire Surface Defect Detection Method Using Depth Image
Hyun Suk Kim, Dong Beom Ko, Won Gok Lee, You Suk Bae
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 211-220, May. 2022
https://doi.org/10.3745/KTSDE.2022.11.5.211
Keywords: Tire Defect Detection, Depth Image, Deep Learning, computer vision, image processing

Design of Robot Arm for Service Using Deep Learning and Sensors
Myeong Suk Pak, Kyu Tae Kim, Mo Se Koo, Young Jun Ko, Sang Hoon Kim
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 221-228, May. 2022
https://doi.org/10.3745/KTSDE.2022.11.5.221
Keywords: Robot Arm, Deep Learning, Inverse Kinematics, Force Sensor