Publications

BOOK

• 2025.3. SOTA AI 모델 (커뮤니케이션북스)

• 2024.8. <개정판> 데이터 분석가가 반드시 알아야 할 모든 것 (위키북스)

• 2023.1. 데이터 분석가가 반드시 알아야 할 모든 것 (위키북스)

INTERNATIONAL JOURNAL

• Kim, J., & Hwang, S. (2025). Cyber-Secure IoT and Machine Learning Framework for Optimal Emergency Ambulance Allocation. Applied Sciences, 15(13), 7156.

• Chae, Y. J., Lee, H. W., Kim, J. H., Hwang, S. W., & Park, Y. Y. (2023). Design of a mixed reality system for simulating indoor disaster rescue. Applied Sciences, 13(7), 4418.

• Cho, S., Lee, Z., Hwang, S., & Kim, J. (2023). Determinants of bank closures: what ensures sustainable profitability in mobile banking?. Electronics, 12(5), 1196.

• Kim, H., Hwang, S., Kim, J., & Lee, Z. (2022). Toward Smart Communication Components: Recent Advances in Human and AI Speaker Interaction. Electronics, 11(10), 1533.

• Hwang, S., Song, Y., & Kim, J. (2021). Evaluation of ai-assisted telemedicine service using a mobile pet application. Applied Sciences, 11(6), 2707.

• Hwang, S., & Kim, J. (2021). Toward a chatbot for financial sustainability. Sustainability, 13(6), 3173.

• Lee, Z., Hwang, S., & Kim, J. (2020). Optimal Planning of Real-Time Bus Information System for User-Switching Behavior. Electronics, 9(11), 1903.

• Hwang, S., Lee, Z., & Kim, J. (2019). Real-time pedestrian flow analysis using networked sensors for a smart subway system. Sustainability, 11(23), 6560.

DOMESTIC JOURNAL

• Abe, T., Murayama, H., Jung, Y.-A., Hwang, S.-H., & Hwang, S.-W. (2025). Vision Transformer를 활용한 자기 지도 학습 기반 시각 특징 표현의 클러스터 구조에 대한 정량적 평가. Journal of Platform Technology, 13(5), 134–154. 

• Abe, T., Hwang, S.-H., Hwang, S.-W., & Jung, Y.-A. (2025). 멀티 센서 신호를 활용한 이종 디바이스 간 범용적 스트레스 분류를 위한 트랜스포머 모델에 관한 연구. Journal of Platform Technology, 13(5), 101–112. 

• 콘도코이치, 황세웅, 황석형, & 정영애. (2025). Word2Vec 유사도 기반의 협업 필터링을 이용한 도서 추천 시스템 제안. JOURNAL OF PLATFORM TECHNOLOGY, 13(1), 31-42. 

• Hwang, S. H., Jung, Y. A., & Hwang, S. W. (2024). Knowledge Mining from Many-valued Triadic Dataset based on Concept Hierarchy. Journal of Platform Technology, 12(3), 3-15.

• Hwang, S., Kim, J., & Hwangbo, H. (2018). A Study on Sensor Data Analysis and Product Defect Improvement for Smart Factory. The Journal of Bigdata, 3(1), 95-103.