Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, Jan. 2022


Performance Improvement Method of Fully Connected Neural Network Using Combined Parametric Activation Functions
Young Min Ko, Peng Hang Li, Sun Woo Ko
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 1-10, Jan. 2022
https://doi.org/10.3745/KTSDE.2022.11.1.1  
Keywords: Fully Connected Neural Network, Nonlinear Activation Function, Combined Parametric Activation Function, Learning

De Novo Drug Design Using Self-Attention Based Variational Autoencoder
Piao Shengmin, Jonghwan Choi, Sangmin Seo, Kyeonghun Kim, Sanghyun Park
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 11-18, Jan. 2022
https://doi.org/10.3745/KTSDE.2022.11.1.11  
Keywords: De Novo Drug Design, SMILES, Deep Learning, self-attention, Variational AutoEncoder

Understanding the Association Between Cryptocurrency Price Predictive Performance and Input Features
Jaehyun Park, Yeong-Seok Seo
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 19-28, Jan. 2022
https://doi.org/10.3745/KTSDE.2022.11.1.19
Keywords: LSTM, Deep Learning, Input Feature, Cryptocurrency, Price Prediction, Data Analysis

Single Shot Detector for Detecting Clickable Object in Mobile Device Screen
Min-Seok Jo, Hye-won Chun, Seong-Soo Han, Chang-Sung Jeong
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 29-34, Jan. 2022
https://doi.org/10.3745/KTSDE.2022.11.1.29
Keywords: Test Automation, Android Object Detection, Mobile Screen Detection, computer vision, Deep Learning

Disease Prediction By Learning Clinical Concept Relations
Seung-Hyeon Jo, Kyung-Soon Lee
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 35-40, Jan. 2022
https://doi.org/10.3745/KTSDE.2022.11.1.35
Keywords: Cninical Decision Support, Clinical Concept Relation, Deep Learning, Disaese Prediction, Query Expansion

Analysis of Skin Color Pigments from Camera RGB Signal Using Skin Pigment Absorption Spectrum
Kim Jeong Yeop
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 41-50, Jan. 2022
https://doi.org/10.3745/KTSDE.2022.11.1.41
Keywords: Skin Color, Independent Component Analysis, Melanin, Hemoglobin

Filtering-Based Method and Hardware Architecture for Drivable Area Detection in Road Environment Including Vegetation
Younghyeon Kim, Jiseok Ha, Cheol-Ho Choi, Byungin Moon
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 51-58, Jan. 2022
https://doi.org/10.3745/KTSDE.2022.11.1.51
Keywords: Road Detection, Vegetation Removal, Disparity, Stereo vision

Ultimate-Game Automatic Trace and Analysis System Using IoT
Lim Jea Yun
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 59-66, Jan. 2022
https://doi.org/10.3745/KTSDE.2022.11.1.59
Keywords: Flying Disc, Ultimate, GPS, WiFi, Game Data Analysis