Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, Mar. 2022


Comparison of Feature Selection Methods Applied on Risk Prediction for Hypertension
Dashdondov Khongorzul, Mi-Hye Kim
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 107-114, Mar. 2022
https://doi.org/10.3745/KTSDE.2022.11.3.107
Keywords: KNHANES, Hypertension, Feature selection, Multicollinearity, Factor Analysis

YOLO, EAST : Comparison of Scene Text Detection Performance, Using a Neural Network Model
Park Chan Yong, Lim Young Min, Jeong Seung Dae, Cho Young Heuk, Lee Byeong Chul, Lee Gyu Hyun, Kim Jin Wook
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 115-124, Mar. 2022
https://doi.org/10.3745/KTSDE.2022.11.3.115
Keywords: Scene Text Detection, YOLO, EAST, Neural Network

Deletion-Based Sentence Compression Using Sentence Scoring Reflecting Linguistic Information
Jun-Beom Lee, So-Eon Kim, Seong-Bae Park
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 125-132, Mar. 2022
https://doi.org/10.3745/KTSDE.2022.11.3.125
Keywords: Sentence Compression, Linguistic Information, Language Model, Perplexity

Comparison of Korean Classification Models’ Korean Essay Score Range Prediction Performance
Heeryon Cho, Hyeonyeol Im, Yumi Yi, Junwoo Cha
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 133-140, Mar. 2022
https://doi.org/10.3745/KTSDE.2022.11.3.133
Keywords: Deep Learning-Based Korean Language Model, KoBERT, KcBERT, KR-BERT, Document Classification

Effective Utilization of Domain Knowledge for Relational Reinforcement Learning
MinKyo Kang, InCheol Kim
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 141-148, Mar. 2022
https://doi.org/10.3745/KTSDE.2022.11.3.141
Keywords: Relational Reinforcement Learning, Domain Knowledge, Policy, Logic Predicate, Generality, Interpretability