2025

• 研討會   黃屏瓚*, Virtual Speech-Language Pathologist Establishment as Rehabilitation Assistive Tool for Mandarin-Speaking Aphasia Patients, IEEE International Conference on Science, Education and Viable Engineering, Okayama, 日本
• 研討會   黃屏瓚*, Upper Limb Tremor Class Scaling for Parkinson Disease Patients using an Doppler Radar Millimeter-Wave (76 – 81 GHz) Sensing and Deep CNN based Classifier, IEEE International Conference on Science, Education and Viable Engineering, Okayama, 日本
• 研討會   黃屏瓚*, Combining Dynamic MFCC Feature Extraction With a Deep Learning-Based Classifier for Chronic Obstructive Pulmonary Disease (COPD) Screening, ILT 2025, Taichung, 中華民國
• 研討會   黃屏瓚*, A YOLO-Based Classification and Mixed Reality Visualization Framework for Ultrasound-Guided Detection of Hemodialysis Catheter Occlusions, ILT 2025, Taichung, 中華民國
• 研討會   黃屏瓚*, Feature Selection and Machine Learning for Reliable SOH Estimation Using Electrochemical Impedance Spectroscopy, IEEE Industry Applications Society Annual Meeting, Taipei, 中華民國
• 期刊   黃屏瓚*, Robust Delay-dependent Stability of Nonlinear Stochastic Systems Subject to Passivity Performance, International Journal of Control Automation and Systems, 23, 1
• 期刊   黃屏瓚*, Increasing Generation Capacity of Natural Gas and Renewable Energy for Economic Dispatch Benefit and Carbon Credit Allocation in Perspective of Power Generation End, IET The Journal of Engineering, 2025, 1
• 期刊   黃屏瓚*, Facial Expression Recognition and Digital Images Infosecurity for Prevention Care System Application in Sudden Infant Death Syndrome Monitoring, IEEE Access, 2025, 1
• 期刊   黃屏瓚*, Combining Endpoint Detection and One-Dimensional CNN-Based Classifier for Non-Technical Loss Screening in Smart Grids, IEEE Access, 13, 1

2024

• 研討會   黃屏瓚*, C. H. Lin, F. Z. Zhang, C. C. Sun, J. C. Chen, Enhancement of the DC Microgrid System Equipment to Improve Fault Protection using the Iterated Function Method, 13th IEEE International Conference on Science, Education, and Viable Engineering, Kuala Lumpur, 馬來西亞
• 研討會   黃屏瓚*, Simulation of Smart Meter Detection Based on Non-Technical Loss Fraud and Classification in Smart Grid, IEEE International Conference on Knowledge Innovation and Invention, Nagoya, 日本
• 研討會   黃屏瓚*, Integration of Deep Learning Methods and Signal Activity Detections to Analyze Non-Technical Loss events in Smart Grids, IEEE & The International Conference on Science, Education, and Viable Engineering, Busan, 大韓民國(南韓)
• 獲獎   YOUNG SCHOLAR, IEEE International Conference on Science, Education, and Viable Engineering, 馬來西亞
• 獲獎   BEST CONFERENCE PAPER AWARD, International Conference on Knowledge Innovation and Invention, 日本
• 獲獎   2024第十五屆IIIC國際創新發明競賽-銅牌獎, CIIS, 中華民國
• 獲獎   2024第十五屆IIIC國際創新發明競賽-銀牌獎, CIIS, 中華民國
• 期刊   C. H. Lin, H. Y. Lai, 黃屏瓚*, P. Y. Chen, N. S. Pai, F. Z. Zhang, Combining Riemann-Lebesgue based Key Generator and Machine Learning based Intelligent Encryption Scheme for IoMT Images Infosecurity, IEEE Internet of Things Journal, 11, 1

2023

• 獲獎   第三名, 台灣創新科技學會, 中華民國
• 獲獎   佳作, 台灣創新科技學會, 中華民國
• 期刊   黃屏瓚*, Vowel Classification with Combining Pitch Detection and One-Dimensional Convolutional Neural Network based Classifier for Gender Identification, IET Signal Processing, 17, 5
• 期刊   黃屏瓚*, Passive Static Output Feedback Stabilization of Disturbed Nonlinear Stochastic System, Mathematics, 11, 21
• 期刊   黃屏瓚*, Multilayer Convolutional Processing Network Based Cryptography Mechanism for Digital Images Infosecurity, Processes, 11, 5

2022

• 研討會   黃屏瓚*, Development of the Ring Photocell Sensors and Machine Learning Algorithms for Early Blood Leakage Detection during dialysis, Intelligent Living Technology, Taichung, 中華民國
• 期刊   黃屏瓚*, Flexible Ring Sensor Array and Machine Learning Model for the Early Blood Leakage Detection during Dialysis, Processes, 10, 11