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The Journal of Korean Institute of Information Technology - Vol. 23, No. 9

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1. p. 1 Performance Analysis of Clipped Quantization in Federated Learning

Seung-Ho Lim
DOI: https://doi.org/10.14801/jkiit.2025.23.9.1

2. p. 9 Ensemble Approach of Transformer-based Models and Large Language Models for Food Named Entity Recognition

So-Hee Lim, Gun-Woo Kim
DOI: https://doi.org/10.14801/jkiit.2025.23.9.9

3. p. 23 Predicting Credit Risk among Young Adults : A Machine-Learning Approach with SHAP Interpretation

Taeseop Kim, Eunji Kim, Yeehyun Kim, Hanjun Lee
DOI: https://doi.org/10.14801/jkiit.2025.23.9.23

4. p. 33 A Comparative Study of Emotion Recognition Models based on STT-Transcribed Text

Kyuseok Kim, Yusung Kim, Juhee Kim
DOI: https://doi.org/10.14801/jkiit.2025.23.9.33

5. p. 45 A Real-Time Framework for Image-based Object Congestion Level Classification with Pseudo-Labeling and Deep Learning

Jaeho Jung, Chihyun Park
DOI: https://doi.org/10.14801/jkiit.2025.23.9.45

6. p. 57 A Discourse Analysis of National Defense Research and Development using News Media Big Data

Dong-Hun Kim, Taeoung Ryu
DOI: https://doi.org/10.14801/jkiit.2025.23.9.57

7. p. 65 A Comparative Study on Korean Named Entity Recognition using Pretrained Language Models

Sun-Kyum Kim, Jisun Won, Jaeyoung Shin
DOI: https://doi.org/10.14801/jkiit.2025.23.9.65

8. p. 75 Deep Learning-based Automated Detection of Chemical Composition Tables in Design and Construction Documents of Nuclear Power Plants

Sang-Hoon Lee, Seong-Bin Mun, Young-Jin Oh, Sang-Won Park, Hae-Yeoun Lee
DOI: https://doi.org/10.14801/jkiit.2025.23.9.75

9. p. 85 Design and Implementation of Fragmentation Models for Cylindrical HE Warheads

Songhyon Kim, Moon-Shik Lee, Sunbu Kang, Gil-Young Lee
DOI: https://doi.org/10.14801/jkiit.2025.23.9.85

10. p. 97 A Study on Performance Improvement of On-Device GeneFace++

Jae-Man Lee, Seon-Jong Kim
DOI: https://doi.org/10.14801/jkiit.2025.23.9.97

11. p. 105 Domain Randomization Reinforcement Learning Environment and Reward Function Design for Drone Slope Landing based on PPO

Ho-Seong Lee, Hui-Seok Ahn, Gun-Woo Kim
DOI: https://doi.org/10.14801/jkiit.2025.23.9.105

12. p. 115 A Study on Automatic Generation of Traffic Accident Investigation Reports based on Language Models

Dongjoon Suh, Kyungyong Chung
DOI: https://doi.org/10.14801/jkiit.2025.23.9.115

13. p. 123 A Study on the Ambiguity Resolving Algorithm using Coincidence Algorithm in MPRF Radar System

Juyeol Yun, Siho Kim, Wonmin Cho, Hyunwoo Ko
DOI: https://doi.org/10.14801/jkiit.2025.23.9.123

14. p. 133 Classification of ISAR Images using 2D PCA and Neural Network Classifier

Inoh Choi, Sangbin Cha, Jooho Jung, Min Kim, Sanghong Park
DOI: https://doi.org/10.14801/jkiit.2025.23.9.133

15. p. 143 Blind Heavy Rain Face Image Restoration based on Degradation Agnostic Feature Embedding

Cheol-Hwan Kim, Chang-Hwan Son
DOI: https://doi.org/10.14801/jkiit.2025.23.9.143

16. p. 153 Shadow Removal and Image Segmentation for Grayscale Hand Gesture Images

Jong Gwan Lim
DOI: https://doi.org/10.14801/jkiit.2025.23.9.153

17. p. 161 DIDonate: A High-Reliability Donation Platform using Blockchain and DID

Heemin Choi, Heeyoul Kim
DOI: https://doi.org/10.14801/jkiit.2025.23.9.161

18. p. 173 ACL-based Model for Enhancing the Security of Enterprise RAG Systems

Lee-Sub Lee
DOI: https://doi.org/10.14801/jkiit.2025.23.9.173

19. p. 181 Analysis of Results and Limitations in Prompt-based Image Processing: Focusing on InstructPix2Pix

Jongwook Si, Sungyoung Kim
DOI: https://doi.org/10.14801/jkiit.2025.23.9.181

20. p. 189 A Forecasting Framework for Category-Specific Demand Optimization based on Exogenous Variable Integration and Time Series Summarization: An Explainable Tree-based Methods Case Study on GS25

Jiho Kang, Jinyoung Kim, Junyong Ok, Joohee Oh
DOI: https://doi.org/10.14801/jkiit.2025.23.9.189

21. p. 201 Pest Image Classification Via Multimodal Vision-Language Representation Learning

Do-Hyun Kim, Chang-Hwan Son
DOI: https://doi.org/10.14801/jkiit.2025.23.9.201

22. p. 211 Photolithography Job Scheduling Model in Semiconductor Manufacturing: A MILP-based Approach

Jeong Woo Kim
DOI: https://doi.org/10.14801/jkiit.2025.23.9.211

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