2025

• Symposium   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
• Symposium   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
• Symposium   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
• Symposium   黃屏瓚*, A YOLO-Based Classification and Mixed Reality Visualization Framework for Ultrasound-Guided Detection of Hemodialysis Catheter Occlusions, Intelligent Living Technology Conference, Taichung, 中華民國
• Symposium   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
• Symposium   Millimeter-Wave (mm-Wave) Echo Features Detection with Deep Learning-based Classifier for Parkinson’s Upper Limb Tremors Classification, 2025 IEEE International Conference on Device Technologies for Diversified Applications, Sendai, 日本
• Symposium   Low-Carbon Economic Dispatch with Considering Virtual Power Plants (VPPs) in a Power Grid, 2025 IEEE International Conference on Device Technologies for Diversified Applications, Sendai, 日本
• Symposium   A Novel Screening Method for Chronic Obstructive Pulmonary Disease Based on Dynamic MFCC Feature Extraction and a Deep Learning-Based Classifier, ntelligent Living Technology Conference, Taichung, 中華民國
• Symposium   A Novel Integrated Approach of Symmetrized Dot Pattern and Convolutional Neural Networks for Non-Technical Loss Detection in Smart Grids, IEEE International Conference on Knowledge Innovation and Invention, Fukuoka, 日本
• Prize   Signal Process and Artificial Intelligence, TAAI, 日本
• Prize   2025 Seoul International Invention Fair-銅牌, SIIF, 大韓民國(南韓)
• Prize   銀牌獎(環保與綠能), IIIC, 中華民國
• Prize   銀牌獎(健康生技與電子), IIIC, 中華民國
• Prize   銀牌獎(健康生技與電子), IIIC, 中華民國
• Prize   網路輔助教學優等課程-電腦輔助印刷電路設計, 國立屏東科技大學, 中華民國
• Prize   網路輔助教學優等課程-醫學影像與訊號分析, 國立屏東科技大學, 中華民國
• Prize   第三名, 亞洲創新教育競賽, 中華民國
• Prize   指導學生發表論文獲得-BEST CONFERENCE PAPER AWARD, International Conference on Knowledge Innovation and Invention, 日本
• Journal   黃屏瓚*, Robust Delay-dependent Stability of Nonlinear Stochastic Systems Subject to Passivity Performance, International Journal of Control Automation and Systems, 23, 1
• Journal   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
• Journal   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
• Journal   黃屏瓚*, Combining Endpoint Detection and One-Dimensional CNN-Based Classifier for Non-Technical Loss Screening in Smart Grids, IEEE Access, 13, 1
• Journal   W-band Millimeter-Wave Echo Features Detection with Cascade CNN-base Classifier for Parkinson’s Disease Tremors Classification, IEEE Sensors Letters, 9, 12
• Journal   Visualization Ultrasound Scanning System for Early Hemodialysis Fistula Stenosis Screening Based on Combining a YOLOv11 Classifier and Mixed Reality, Sensors and Materials, 37, 12

2024

• Symposium   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
• Symposium   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)
• Symposium   黃屏瓚*, , , , , 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
• Prize   YOUNG SCHOLAR, IEEE International Conference on Science, Education, and Viable Engineering, 馬來西亞
• Prize   BEST CONFERENCE PAPER AWARD, International Conference on Knowledge Innovation and Invention, 日本
• Prize   2024第十五屆IIIC國際創新發明競賽-銅牌獎, CIIS, 中華民國
• Prize   2024第十五屆IIIC國際創新發明競賽-銀牌獎, CIIS, 中華民國
• Journal   , , 黃屏瓚*, , , , 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

• Prize   第三名, 台灣創新科技學會, 中華民國
• Prize   佳作, 台灣創新科技學會, 中華民國
• Journal   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
• Journal   黃屏瓚*, Passive Static Output Feedback Stabilization of Disturbed Nonlinear Stochastic System, Mathematics, 11, 21
• Journal   黃屏瓚*, Multilayer Convolutional Processing Network Based Cryptography Mechanism for Digital Images Infosecurity, Processes, 11, 5

2022

• Symposium   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
• Journal   黃屏瓚*, Flexible Ring Sensor Array and Machine Learning Model for the Early Blood Leakage Detection during Dialysis, Processes, 10, 11