Ming-Chuan Chiu
National Tsing Hua University
H-index: 25
Asia-Taiwan
Top articles of Ming-Chuan Chiu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Developing an explainable hybrid deep learning model in digital transformation: an empirical study | Journal of Intelligent Manufacturing | Ming-Chuan Chiu Yu-Hsiang Chiang Jing-Er Chiu | 2024/4 |
Applying Object Detection and Large Language Model to Establish a Smart Telemedicine Diagnosis System with Chatbot: A Case Study of Pressure Injuries Diagnosis System | Telemedicine and e-Health | Chun-Chia Chen Chia-Jung Wei Tsung-Yu Tseng Ming-Chuan Chiu Chi-Chang Chang | 2024/3/21 |
Integrating DeblurGAN and CNN to improve the accuracy of motion blur X-Ray image classification | Journal of Nuclear Science and Technology | Ming-Chuan Chiu Chia-Jung Wei | 2024/3/3 |
Integrating object detection and natural language processing models to build a personalized attraction recommendation agent in a smart product service system | Advanced Engineering Informatics | Ming-Chuan Chiu Cheng-Zhou Tsai Yu-Chen Huang | 2024/8/1 |
Interpretable deep learning analysis on correction of motion blur X-ray images to ensure the efficiency and reliability of clinical decisions | Radiation Effects and Defects in Solids | Ming-Chuan Chiu Chia-Jung Wei Jheng-Jie Li | 2024/4/6 |
Apply Deep Learning to Build a Personalized Attraction Recommendation System in a Smart Product Service System | Cheng-Zhou Tsai Hau Huang Chia-Jung Wei Ming-Chuan Chiu | 2023/11/21 | |
Assessing innovation capabilities of manufacturing companies by combination of unsupervised and supervised machine learning approaches | Applied Soft Computing | Gulsen Akman Bahadir Yorur Ali Ihsan Boyaci Ming-Chuan Chiu | 2023/11/1 |
A hybrid CNN-GRU based probabilistic model for load forecasting from individual household to commercial building | Energy Reports | Ming-Chuan Chiu Hsin-Wei Hsu Ke-Sin Chen Chih-Yuan Wen | 2023/10/1 |
Applying Hybrid Machine Learning Models to Assist Small and Medium Enterprises in Achieving Quality Prediction and Adaptive Digital Transformation: A Case Study of Injection … | Leveraging Transdisciplinary Engineering in a Changing and Connected World: Proceedings of the 30th ISTE International Conference on Transdisciplinary Engineering, Hua Hin Cha Am, Thailand, July 11-14, 2023 | Ming-Chuan CHIU Yu-Jui HUANG | 2023/11/21 |
Applying unsupervised learning method to develop a regional risk model based on TCFD: A case study in the United States | Journal of Cleaner Production | Ming-Chuan Chiu Chia-Jung Wei Yu-Ching Wang Meng-Chun Kao | 2023/5/10 |
Developing a Green Supplier Risk Assessment System Applying Natural Language Processing and Life Cycle Assessment: An Empirical Study | Leveraging Transdisciplinary Engineering in a Changing and Connected World: Proceedings of the 30th ISTE International Conference on Transdisciplinary Engineering, Hua Hin Cha Am, Thailand, July 11-14, 2023 | Pei-Yi TAI Ming-Chuan CHIU Chia-Jung WEI | 2023/11/21 |
Constructing a (fair) load-reduction emergency demand response program: A fee-and-rebate pricing mechanism | International Journal of Electrical Power & Energy Systems | Yu-Ching Lee Hsin-Wei Hsu Yen-Chang Chang Ying-Lien Chen Ming-Chuan Chiu | 2023/5/1 |
Integrating content-based image retrieval and deep learning to improve wafer bin map defect patterns classification | Journal of Industrial and Production Engineering | Ming-Chuan Chiu Yen-Han Lee Tao-Ming Chen | 2022/11/17 |
Key wastes selection and prediction improvement for biogas production through hybrid machine learning methods | Sustainable Energy Technologies and Assessments | Ming-Chuan Chiu Chih-Yuan Wen Hsin-Wei Hsu Wei-Cheng Wang | 2022/8/1 |
Applying deep learning image recognition technology to promote environmentally sustainable behavior | Sustainable Production and Consumption | Ming-Chuan Chiu Yen-Ling Tu Meng-Chun Kao | 2022/5/1 |
Potential of demand response for power reallocation, a literature review | Emmanuel Binyet Ming-Chuan Chiu Hsin-Wei Hsu Meng-Ying Lee Chih-Yuan Wen | 2022/1/25 | |
A novel directional object detection method for piled objects using a hybrid region-based convolutional neural network | Advanced Engineering Informatics | Ming-Chuan Chiu Ho-Yen Tsai Jing-Er Chiu | 2022/1/1 |
Applying transfer learning to achieve precision marketing in an omni-channel system–a case study of a sharing kitchen platform | International Journal of Production Research | Ming-Chuan Chiu Kai-Hsiang Chuang | 2021/12/17 |
Development of a data-driven smart product service system framework utilizing unsupervised learning model | International Journal of Industrial Engineering: Theory, Applications and Practice | Ming-Chuan Chiu Cheng-Yen Chang Tsai-Chi Kuo Jih-Hung Huang Saraj Gupta | 2021/1/1 |
Applying data augmentation and mask R-CNN-based instance segmentation method for mixed-type wafer maps defect patterns classification | IEEE Transactions on Semiconductor Manufacturing | Ming-Chuan Chiu Tao-Ming Chen | 2021/10/8 |
