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The Journal of Korean Institute of Information Technology - Vol. 24, No. 7

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1. p. 1 Explainable Multimodal Visual-Contextual Framework for Restoration of Severely Damaged Korean Historical Rubbings

Yejin Jhang, Donghyun Hwang, Junhyoung Choi, Seongmin An, Gilsang Yoo
DOI: https://doi.org/10.14801/jkiit.2026.24.7.1

2. p. 23 A Study on RAG Retrieval Parameter Optimization using BM25+FAISS Hybrid Retrieval for Aerospace and Defense Technical Documents in a Closed Network Environment

Hui-Seok Ahn, Ho-Seong Lee, Gun-Woo Kim
DOI: https://doi.org/10.14801/jkiit.2026.24.7.23

3. p. 35 Loop Preset System for Concurrent Multi-Task Execution in Quadruped Locomotion

Dongyeon Kim, Dongwon Jeong, Hyunjun Jung
DOI: https://doi.org/10.14801/jkiit.2026.24.7.35

4. p. 45 A Comparative Performance Analysis of Jamo Preprocessing Strategies for Large-Scale Road Name Address Search

Sanghyeon Park, Sungryong Do
DOI: https://doi.org/10.14801/jkiit.2026.24.7.45

5. p. 61 Time-Varying Relationship between Trade Openness and Economic Growth: Evidence from Regularized Rolling-Window Regression

Insu Choi
DOI: https://doi.org/10.14801/jkiit.2026.24.7.61

6. p. 73 Pre-Validation of Natural Language Queries using Tool-Augmented LLM Agents with Context Token Reduction

Gongkyu Byeon, Kwon-Taeg Choi, Sunjin Yu
DOI: https://doi.org/10.14801/jkiit.2026.24.7.73

7. p. 81 Improving SQL Generation on Industrial Time-Series Data with Structured EXPLAIN Feedback using a 4B SLM

Byounghoon Son, Minsung Jung, Sangkeum Lee
DOI: https://doi.org/10.14801/jkiit.2026.24.7.81

8. p. 95 A Knowledge Distillation Method Combining Prediction Confidence-based Weighting and Label Perturbation

Doyoung Koh, Taehoon Kim, Junho Ahn, Namgi Kim
DOI: https://doi.org/10.14801/jkiit.2026.24.7.95

9. p. 105 A Physics-Guided Hybrid Framework for Synthetic Battery Degradation Data Generation under Partial Depth-of-Discharge Conditions

Seungmin Choi, KwangSeop Kim, HyunJun Choi, BumYong Park, Yuchul Jung
DOI: https://doi.org/10.14801/jkiit.2026.24.7.105

10. p. 117 Probabilistic Augmented Environmental Perception based on Multi-Sensor Fusion for Autonomous Fire Surveillance Robots

Seoyoon Lee, Heoncheol Lee, Gilhwan Lim, Hyounchul Choi
DOI: https://doi.org/10.14801/jkiit.2026.24.7.117

11. p. 131 Structural Replacement Cycle and Safety Evaluation of Escalator Step Rollers using Finite Element Analysis

Yu-Sun Lee, Mook Lim, Sang-Min Lee
DOI: https://doi.org/10.14801/jkiit.2026.24.7.131

12. p. 139 A Robust Zero-Shot Traversable Area Segmentation Algorithm for Safe Navigation of Indoor Mobile Robots

Yunjeong Choi, Sehun Lee, Taehoon Kim, Junho Ahn
DOI: https://doi.org/10.14801/jkiit.2026.24.7.139

13. p. 149 Dense Vehicle Detection using Multi-Stage Prompting and Grid Overlay with Vision-Language Models

Kwon-Taeg Choi
DOI: https://doi.org/10.14801/jkiit.2026.24.7.149

14. p. 161 A Tethered-UAV-based Transparent Security Relay Architecture for Legacy Self-Propelled Howitzer Tactical Communications

Sihoon Yang
DOI: https://doi.org/10.14801/jkiit.2026.24.7.161

15. p. 171 Performance Comparison of CNN and GNN for Deep Reinforcement Learning-based Routing in LEO Satellite Networks

Bumseok Kim, Bongsoo Roh, Myoung-Hun Han, Heoncheol Lee, Sungryul Kim
DOI: https://doi.org/10.14801/jkiit.2026.24.7.171

16. p. 185 Inter-Individual Transfer Performance and Threshold Personalization Effects in Pre-Feeding Vocalization Classification of Domestic Cats

Daye Ho, HeeJae Kim, Joo Ho Jeong, Jo Woon Chong
DOI: https://doi.org/10.14801/jkiit.2026.24.7.185

17. p. 201 Density-based Pest Counting Model with Feature-Adaptive Prompt Selection and Feature Enhancement

Kyoung-Tae Kim, Chang-Hwan Son
DOI: https://doi.org/10.14801/jkiit.2026.24.7.201

18. p. 211 A Comparative Study on Indoor Floor Prediction Performance by Algorithm using Barometric Pressure Data

Kyuseok Kim, Taeyang Jeong
DOI: https://doi.org/10.14801/jkiit.2026.24.7.211

19. p. 223 Classification of the Warhead and Decoys using the Multi-Target Micro-Doppler Image Separation

Yu-Jin Kim, In-Sik Choi
DOI: https://doi.org/10.14801/jkiit.2026.24.7.223

20. p. 231 Emotion Recognition Model using a Graph-Enhanced Spatiotemporal EEG-Deformer

Hyoung-Gook Kim, Min-Seo Kim
DOI: https://doi.org/10.14801/jkiit.2026.24.7.231

21. p. 245 Development and Performance Evaluation of a Closed-Loop NiFe Fluxgate Current Sensor Module for an Edge AI-based High-Current Anomaly Detection System

Sunha Lee, Yoojin Kim, Hyungman Lee
DOI: https://doi.org/10.14801/jkiit.2026.24.7.245

22. p. 253 LLM-based Code Vulnerability Detection using CPG-based Structural Evidence and Retrieval

Eunsung Shin, Hyunjun Jung
DOI: https://doi.org/10.14801/jkiit.2026.24.7.253

23. p. 265 Design and Implementation of a Context-Aware Keyword Masking Learning System for PDF Documents

Minjun Kim, Ga Eun Lee, Jiwon Kim, Changgu Kang
DOI: https://doi.org/10.14801/jkiit.2026.24.7.265

24. p. 275 A Study on UX/UI Systematization through the Analysis of Context-Specific User Experience Factors

Seung-Jun Lee, Yeon-Joo Lee, Ju-Hyeon Oh, So-Jeong Jeong, Hyuk-Soo Lee
DOI: https://doi.org/10.14801/jkiit.2026.24.7.275

25. p. 287 Design and Development of a Multi-AI Agent-based Framework for a Nickel Procurement Decision Support System

Seono Kim, Jihyeon Ryu, Gayeong Kwon, Hanjun Lee
DOI: https://doi.org/10.14801/jkiit.2026.24.7.287

26. p. 299 Patent Summarization Framework based on a Hybrid Integration of LoRA Fine-Tuning and RAG

Ji-Hun Jang, Gun-Woo Kim
DOI: https://doi.org/10.14801/jkiit.2026.24.7.299

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