Human-Centered AI Lab

Characterizing Operational Drift in Cement Manufacturing Process Data via Self-Supervised Representation Learning

Kim, C.

article International Journal of Advanced Computer Science and Applications

Development of a Machine Learning–Based VO2max Prediction Framework Integrating Missing Data Imputation and SHAP Interpretation

Lee, J. Y. & Kim, C.

article Measurement: Interdisciplinary Research and Perspectives

Developing a generative ai–based anti-doping consultation system to enhance coaching practice and athlete decision-making

Lee, J. Y., Park, J. H., Oh, D., & Kim, C.

article International Journal of Sports Science & Coaching

An Integrated 60 GHz Radar and AI-Guided Infrared System for Non-Contact Heart Rate and Body Temperature Monitoring

Sim, S., & Kim, C.

article Applied Sciences.

Spinal Line Detection for Posture Evaluation Through Training-Free 3D Human Body Reconstruction with 2D Depth Images

Kim, S., Lee, H. J., Lee, J., Kim, C., & Lee, T.

article Applied Sciences, 16(2), 1096.

Development of a Deep Learning Model for Predicting Obesity Using Health Behavior Data of Elementary School Students

Kim, C., & Lee, J. Y.

article Iranian Journal of Public Health

Interpretable deep multimodal-based tomato disease diagnosis and severity estimation

Nasir, N., Ramzan, S., Ali, B., Jabbar, S., Raza, A., Kim, C., ... & Fitriyani, N. L.

article Scientific Reports

Tab transformer with meta-ensemble learning approaches for enhanced diabetes prediction

Khalid, S., Ramzan, S., Iqbal, M. M., Raza, A., Smerat, A., Hosseinzadeh, M., Kim, C., ... & Fitriyani, N. L.

article PeerJ Computer Science

Harnessing interpretable novel combination of GloVe embedding with deep CNN-BiLSTM neural network for fake news detection

Khalid, S., Ramzan, S., Iqbal, M. M., Thalji, N., Raza, A., Smerat, A., Kim, C., ... & Syafrudin, M.

article PLoS One

Integrating Machine Learning Models With Probability Distribution Methods for Extreme Flood Risk Assessment

Fatima, N., Alshahrani, H. M., Dafaalla, H., Allafi, R., Kim, C., Syafrudin, M., & Fitriyani, N. L.

article IEEE Access

Development of an AI-Based Model for Identifying Doping Drugs Through Pill Image Analysis

Lee, J. Y., Park, J. H., & Kim, C.

article Journal of Drug Issues

VGGBM-Net: A Novel Pixel-Based Transfer Features Engineering for Automated Coffee Bean Diseases Classification

Hashmi, M. S. A., Qadri, A. M., Raza, A., Ullah, S., Smerat, A., Kim, C., ... & Fitriyani, N. L.

article IEEE Access

An Optimized Weighted-Voting-Based Ensemble Learning Approach for Fake News Classification

Toor, M. S., Shahbaz, H., Yasin, M., Ali, A., Fitriyani, N. L., Kim, C., & Syafrudin, M.

article Mathematics

Attention-Based Hydrogen Refueling Imputation Model for Efficient Hydrogen Refueling Stations

Ko, K., & Kim, C.

article Applied Sciences

A Forest Fire Prediction Model Based on Meteorological Factors and the Multi-Model Ensemble Method

Choi, S., Son, M., Kim, C., & Kim, B.

article Forest

An Efficient Fusion Network for Fake News Classification

Alzaidi, M. S. A., Alshammari, A., Hassan, A. Q., Yousafzai, S. N., Thaljaoui, A., Fitriyani, N. L., Kim, C., & Syafrudin, M.

article Mathematics

Proposal of a Cost-Effective and Adaptive Customized Driver Inattention Detection Model Using Time Series Analysis and Computer Vision

Sim, S., & Kim, C.

article World Electric Vehicle Journal

Development of an Algorithm for Assessing the Scope of Large Forest Fire Using VIIRS-Based Data and Machine Learning

Son, M. W., Kim, C. G., & Kim, B. S.

article Remote Sensing

AI-based betting anomaly detection system to ensure fairness in sports and prevent illegal gambling

Kim, C., Park, J. H., & Lee, J. Y.

article Scientific Reports

Development of a Non-Contact Sensor System for Converting 2D Images into 3D Body Data: A Deep Learning Approach to Monitor Obesity and Body Shape in Individuals in Their 20s and 30s

Lee, J. Y., Kwon, K., Kim, C., & Youm, S.

article Sensors

KCI

국내 역도 연구의 연구동향 및 지식구조 탐색: 키워드 네트워크 분석의 적용

김창균, & 이지용.

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이중 헤드 시간 영역 분해를 활용한 심장-폐음 분리 개선을 위한 합성 혼합물 감독 프레임워크

김창균.

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자가 관리 기반 조기 당뇨병 선별용 설명가능한 위험확률모형: 증상 기반 로지스틱 회귀와 앙상블 모형의 예측성능 및 보정능 비교

김창균.

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노인 신체계측 변수 기반 근감소증 탐지를 위한 유의 변수 탐색 : 머신러닝 접근

이지용, & 김창균.

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헬스케어 분야에서 활용 가능한 AI 기반 체형 3D 모델링 기술 개발

이지용, & 김창균.

menu_book 한국전자통신학회 논문지