Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, Aug. 2023


A Study on Classification Models for Predicting Bankruptcy Based on XAI
Jihong Kim, Nammee Moon
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, pp. 333-340, Aug. 2023
https://doi.org/10.3745/KTSDE.2023.12.8.333  
Keywords: Big data, Classification Model, Explainable AI, Bagging, Boosting, Ensemble

Cross-Lingual Style-Based Title Generation Using Multiple Adapters
Yo-Han Park, Yong-Seok Choi, Kong Joo Lee
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, pp. 341-354, Aug. 2023
https://doi.org/10.3745/KTSDE.2023.12.8.341
Keywords: Title Generation, Cross-Lingual, Cross-style, Multiple Adapter

Intrusion Detection Method Using Unsupervised Learning-Based Embedding and Autoencoder
Junwoo Lee, Kangseok Kim
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, pp. 355-364, Aug. 2023
https://doi.org/10.3745/KTSDE.2023.12.8.355
Keywords: Anomaly Detection, Unsupervised learning, Embedding Techniques, Autoencoder, Time-Series Data

Comparison of Classification Performance Between Adult and Elderly Using Acoustic and Linguistic Features from Spontaneous Speech
SeungHoon Han, Byung Ok Kang, Sunghee Dong
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, pp. 365-370, Aug. 2023
https://doi.org/10.3745/KTSDE.2023.12.8.365
Keywords: Spontaneous Speech, Acoustic Features, Linguistic Features, Speaker Age Recognition

General Relation Extraction Using Probabilistic Crossover
Je-Seung Lee, Jae-Hoon Kim
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, pp. 371-380, Aug. 2023
https://doi.org/10.3745/KTSDE.2023.12.8.371
Keywords: Relation Extraction, Deep Learning, pre-trained language model, Probabilistic Crossover