Digital Library

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


Personalized Clothing and Food Recommendation System Based on Emotions and Weather
Sadriddinov Ilkhomjon Rovshan Ugli, Doo-Soon Park
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 11, pp. 447-454, Nov. 2022
https://doi.org/10.3745/KTSDE.2022.11.11.447
Keywords: Recommendation System, Emotion, Clothing, Food, Weather, SNS

Boosting the Performance of the Predictive Model on the Imbalanced Dataset Using SVM Based Bagging and Out-of-Distribution Detection
Jong Hoon Kim, Hayoung Oh
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 11, pp. 455-464, Nov. 2022
https://doi.org/10.3745/KTSDE.2022.11.11.455
Keywords: Imbalanced Dataset, Predictive Performance, Bagging, Out-of-Distribution(OoD) Detection

Style Synthesis of Speech Videos Through Generative Adversarial Neural Networks
Choi Hee Jo, Park Goo Man
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 11, pp. 465-472, Nov. 2022
https://doi.org/10.3745/KTSDE.2022.11.11.465
Keywords: Generative Adversarial Network, Video Generation, Style Transfer, Style Synthesis Network, Video Synthesis Network

Learning Source Code Context with Feature-Wise Linear Modulation to Support Online Judge System
Kyeong-Seok Hyun, Woosung Choi, Jaehwa Chung
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 11, pp. 473-478, Nov. 2022
https://doi.org/10.3745/KTSDE.2022.11.11.473
Keywords: Deep Learing, GRU, FiLM, Online Judge

A Specification-Based Methodology for Data Collection in Artificial Intelligence System
Donggi Kim, Byunggi Choi, Jaeho Lee
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 11, pp. 479-488, Nov. 2022
https://doi.org/10.3745/KTSDE.2022.11.11.479
Keywords: Intelligence System, Machine Learning, Data Collection, Automation, Reusability