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The Journal of Korean Institute of Information Technology - Vol. 24, No. 8

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1. p. 1 Improving Generative Quality in Low-Dimensional VAE Latent Spaces via FID-Guided VAE-GMM Model Selection

Yeongmin Ko, Yeonseung Lee, Sunwoo Ko
DOI: https://doi.org/10.14801/jkiit.2026.24.8.1

2. p. 11 Machine Learning-based Analysis of Structural Contribution Patterns in Regional Financial Vulnerability

Haeri Lim, Jina Song, HyoYeon Kang, Jongtae Lee
DOI: https://doi.org/10.14801/jkiit.2026.24.8.11

3. p. 27 Multi-Horizon Realized Variance Forecasting across Asset Classes with a Weighted Ensemble

Sang Hoon Park, Ayeong Seong, Yu Jin Ha, Gun-Woo Kim
DOI: https://doi.org/10.14801/jkiit.2026.24.8.27

4. p. 45 Data Preprocessing-based Hybrid LLM-BERT Framework for Automatic TTP Extraction from CTI Documents

Hyeonseok Kim, Yuchul Jung
DOI: https://doi.org/10.14801/jkiit.2026.24.8.45

5. p. 57 AI-based Real-Time Fare Evasion Detection System

Minji Kim, Hyojeong Yoon, Donggeun Lee, Jihyun Lee, Kyungyong Chung
DOI: https://doi.org/10.14801/jkiit.2026.24.8.57

6. p. 69 A RAG Method based on Query-Conditioned Retrieval Units

Yeong-A Kim, Seon-Mi Jeong, Hyun-Ju Kim, Chang-Geun Kim
DOI: https://doi.org/10.14801/jkiit.2026.24.8.69

7. p. 81 A Study on LLM-based Game NPC State Control using FSM

Yunseong Na, Youngju Nam
DOI: https://doi.org/10.14801/jkiit.2026.24.8.81

8. p. 89 Comparative Analysis of Deep Reinforcement Learning Algorithms for Container Terminal Stowage Planning Information Systems: PPO, DQN, and SAC

Hongsung Yoo, Taeyeon Oh
DOI: https://doi.org/10.14801/jkiit.2026.24.8.89

9. p. 105 Damping Factor-based Debiasing Hybrid Reranking Algorithm for Mitigating Confirmation Bias in News Recommendation

Jung Suk Hyun, Chan Jung Park
DOI: https://doi.org/10.14801/jkiit.2026.24.8.105

10. p. 119 Implementation of a Digital Twin of a Refrigeration-Cycle Plate Heat Exchanger for Fault Diagnosis System Development

Hyun Seok Do, Seung Min Lee, Byung Jin Lee, Jang Wook Hur
DOI: https://doi.org/10.14801/jkiit.2026.24.8.119

11. p. 129 A Study on System Integration Test Procedures of Unmanned Aerial Systems for Manned-Unmanned Teaming

Jaeseop Jeong
DOI: https://doi.org/10.14801/jkiit.2026.24.8.129

12. p. 137 A Data Management Mechanism for Federated Learning Models using a CID-based Reference and Verification Structure

Jinsu Kim, Namje Park
DOI: https://doi.org/10.14801/jkiit.2026.24.8.137

13. p. 147 Detection System of Decentralized Mixer using Transfer Learning from Centralized Mixers

Seongbin Kim, Hyunjun Jung
DOI: https://doi.org/10.14801/jkiit.2026.24.8.147

14. p. 159 Performance Analysis of Event-Driven Autoscaling in Kubernetes Environment

Jaeyeon Lim, Sewan Gu, Dongweon Yoon
DOI: https://doi.org/10.14801/jkiit.2026.24.8.159

15. p. 171 Tourist-Site Crowd Bottleneck Detection using Temporal Verification and VLM Reporting

Taeyoung Seo, Hyun Yoo, Kyungyong Chung
DOI: https://doi.org/10.14801/jkiit.2026.24.8.171

16. p. 183 Predicting 6-Minute Walk Distance from Short-Duration Exercise Tests using Wearable ECG and Accelerometer Signals in Elderly Cardiac Rehabilitation Patients

SeungJun Oh
DOI: https://doi.org/10.14801/jkiit.2026.24.8.183

17. p. 193 Lumbar Pedicle Landmark Detection in X-ray Images using a Differentiable Spatial-to-Numerical Transform

Minho Choi, Jun-Su Jang
DOI: https://doi.org/10.14801/jkiit.2026.24.8.193

18. p. 201 A Study on the Determinants of Generative AI Adoption among University Students: The Roles of Disciplinary Differences and Cognitive Readiness

Hyeon Jo, Jimin Seo, Jinwon Yoon, Eunji Lee, Hyun Ji Park, Jae Kwang Lee
DOI: https://doi.org/10.14801/jkiit.2026.24.8.201

19. p. 217 A Comparative Study of Text Embedding and Large Language Model-based Methods for Automatic Mapping between Job Postings and NCS Job Categories

Kyongha Kim, Dongho Kim, Kijung Ryu
DOI: https://doi.org/10.14801/jkiit.2026.24.8.217

20. p. 231 A Structural Relationship Analysis among AI Dependence, Perceived Productivity, and Technical Debt Risk in AI Coding Tool Use

Sungche Jung, Hyunchul Ahn
DOI: https://doi.org/10.14801/jkiit.2026.24.8.231

21. p. 243 Analysis of Structural Standardization and Governance Inconsistency in Public Administration Information System Metadata

Soohyuk Im, Young-Kyoon Suh
DOI: https://doi.org/10.14801/jkiit.2026.24.8.243

22. p. 259 Thermodynamic Behavior Analysis of a Compressor under Condenser External Fouling : A Digital Twin Approach

Ji-Heum Baek, Gang-Min Lee, Yu-Hyeon Hyeon, Jang-Wook Hur
DOI: https://doi.org/10.14801/jkiit.2026.24.8.259

23. p. 267 A Study on Prediction of Learning Status of People with Developmental Disabilities using Machine Learning

Junghee Jo
DOI: https://doi.org/10.14801/jkiit.2026.24.8.267

24. p. 277 An Adaptive Harness Architecture for AI Transformation Diagnosis: A TIM-Taxonomy Core with Target and Stage-Specific Plug-Ins

Kwang hun Choi, Sanghun Cho
DOI: https://doi.org/10.14801/jkiit.2026.24.8.277

25. p. 291 Development of Quality Diagnosis Indicators and Standardization Models for Personal Information Files in Public Institutions

Kwangnam Hyeon, Eunsun Choi, Namje Park
DOI: https://doi.org/10.14801/jkiit.2026.24.8.291

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