- 系所：電子工程系 (建工)
- 研發領域：電機與電子工程
- 標籤： 大數據分析,數位計算系統
- 專長： 智能運算與機器學習,大數據應用,資訊安全,生醫訊號分析處理
- 學歷：
國立中山大學資工系博士
- 經歷：
現任：
•國立高雄科技大學 產學營運處產學運籌中心 | 產學長|2025/02/01~迄今
• 財團法人資訊工業策進會 人工智慧研究院| 副院長 | 2025/02/01~迄今
• 國立高雄科技大學 前瞻智慧科技暨資通安全研究中心 | 主任 | 2024/09/01~迄今
• 中華民國資訊安全學會 | 第十一屆 候補理事 | 2024/08/30~迄今
• ISO/IEC 27001：2022 | 主導稽核員(Information Security Management Systems) | 2023/12/24~迄今
• 國立中山大學 資訊安全研究中心 | 諮詢委員 | 2024/01/01~迄今
• 中國電機工程學會 高雄市分會 | 監事 | 2023/10/01~迄今
• 中華民國數位學習學會 | 第十四、十五屆 監事 | 2020/06/11~迄今
• 教育部 數位學習認證中心 | 認證計畫駐點老師 | 2009/8 ~ 迄今
重要經歷：
• 中華民國資訊安全學會 | 第十屆 副秘書長(南區) | 2021/09/01~2024/08/29
• 國立高雄科技大學 電子工程系 | 副系主任 | 2023/08/01~2024/07/31
• 高雄醫學大學 生物醫學工程博士學位學程 | 合聘教授 | 2023/08/01~2024/07/31
• 有益鋼鐵股份有限公司 | 獨立董事 | 2015/6/11 ~ 2024/5/31
• 國立高雄科技大學 電子工程系 | 電信與系統組 召集人 | 2023/08/01~2024/07/31
• 中國電機工程學會 高雄市分會 | 副秘書長 | 2021/12/01~2023/09/30
• 國立高雄科技大學 電子工程系 | 醫學工程組 召集人 | 2021/08/01~2022/07/31
• 國立高雄科技大學 電子工程系 | Ai資安組 召集人 | 2019/08/01~2020/07/31
• 中華民國 民生電子學會 | 第六屆 秘書長 | 2018/12/29 ~ 2020/12/28
- 電話：(07)381-4526#15672
- 傳真：(07)381-1182
A Study on Machine Learning in Quality Monitoring for Pressure Die Casting
Machine Learning-Based Monitoring of Injection Molding Oil Seal Pressure
Application of Collaborative Filtering Technology Based on Generative Adversarial Networks to Insurance Commodity Recommendation Systems
Data Augmentation Based on Topic with Keyword Extraction and Text Generation – Improvement of News Classification with Balance and Accuracy
Classification of Imbalance Data with Particle Swarm Mixed Sampling
Prediction of processing parameters based on multi-objective Bayesian optimization combined with machine learning model for high frequency heat treatment of metals
Research on Combining Feature Selection and Machine Learning Classification Technology Applied to Stock Market Trend Prediction
Combining Weak Supervision with AutoML techniques for sentiment analysis of movie reviews
Mixed Sampling with Adaptive Wolf Pack Method for Imbalance Data Classification
Combining object localization and feature extraction network technology for medical mammography evaluation
Infrared thermal imaging based deep fusion network based on regional feature extraction for wound infection or tissue ischemia identification
A Voice-Based QA System of Telephone Line Fault Inferred by Bayesian Decision Tree
Image recognition technology based on machine learning is applied to assist the diagnosis of Helicobacter pylori infection
Application of machine learning to image prediction of radiation dermatitis in breast cancer
RGB-T Based Multi-Modal Deep Learning Technology For Face Identification
Mask RCNN-based instance segmentation technology for alloy casting defect detection
Alloy casting quality inspection technology based on in-mold pressure and machine learning
Keyword screening technology based on ELECTRA language model for metal industry knowledge map
Risk Assessment for Tuberculosis Patients by Using Electronic Nose and Image Processing
The Bio-IoT System of Integrated Adaptive Transmission and PPG Signal Feature Analysis
Innovative Agile Project Management with Software Validation：An Example of Non-invasive Cancer Detection System
ALBERT-based knowledge graph technology applied to relevant-keyword recommendations of industry-academia information searching platform
Underwater Object Recognition Technology based on Deep Learning from Side-Scan Sonar Images and its Application in Wind Farm
Detection of Unknown DDoS Attacks with Deep Learning and Gaussian Mixture Model