Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 12, No. 2, Feb. 2023


Apartment Price Prediction Using Deep Learning and Machine Learning
Hakhyun Kim, Hwankyu Yoo, Hayoung Oh
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 2, pp. 59-76, Feb. 2023
https://doi.org/10.3745/KTSDE.2023.12.2.59
Keywords: Real Estate, Regression, DNN, XGBoost, CatBoost, map visualization

The Application Methods of FarmMap Reading in Agricultural Land Using Deep Learning
Wee Seong Seung, Jung Nam Su, Lee Won Suk, Shin Yong Tae
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 2, pp. 77-82, Feb. 2023
https://doi.org/10.3745/KTSDE.2023.12.2.77
Keywords: Deep Learning, Agricultural Land, FarmMap, Aviation Image

Blurred Image Enhancement Techniques Using Stack-Attention
Park Chae Rim, Lee Kwang Ill, Cho Seok Je
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 2, pp. 83-90, Feb. 2023
https://doi.org/10.3745/KTSDE.2023.12.2.83
Keywords: Deblurring, Attention, Retinex, Color Constancy, computer vision

Human-Object Interaction Detection Data Augmentation Using Image Concatenation
Sang-Baek Lee, Kyu-Chul Lee
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 2, pp. 91-98, Feb. 2023
https://doi.org/10.3745/KTSDE.2023.12.2.91
Keywords: Human-object Interaction Detection, data augmentation, image processing, Object Detection

Malicious Traffic Classification Using Mitre ATT&CK and Machine Learning Based on UNSW-NB15 Dataset
Yoon Dong Hyun, Koo Ja Hwan, Won Dong Ho
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 2, pp. 99-110, Feb. 2023
https://doi.org/10.3745/KTSDE.2023.12.2.99
Keywords: Machine Learning, MITRE ATT&CK, UNSW-NB15, Network Traffic Classification, Network Security Monitoring