Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 9, No. 5, May. 2020


An Energy Consumption Prediction Model for Smart Factory Using Data Mining Algorithms
Sathishkumar V E, Myeongbae Lee, Jonghyun Lim, Yubin Kim, Changsun Shin, Jangwoo Park, Yongyun Cho
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 5, pp. 153-160, May. 2020
https://doi.org/10.3745/KTSDE.2020.9.5.153
Keywords: energy consumption, Data Mining, Random Forest, linear regression, Gradient Boosting Machine, Support Vector Machine

Prediction of English Premier League Game Using an Ensemble Technique
Yi Jae Hyun, Lee Soo Won
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 5, pp. 161-168, May. 2020
https://doi.org/10.3745/KTSDE.2020.9.5.161
Keywords: Machine Learning, Artificial intelligence, Sports Game Prediction, Ensemble Technique, Data Analysis

Parameter-Efficient Neural Networks Using Template Reuse
Daeyeon Kim, Woochul Kang
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 5, pp. 169-176, May. 2020
https://doi.org/10.3745/KTSDE.2020.9.5.169
Keywords: Neural Network, Parameter Sharing, Layer Reuse, Parameter Efficiency