Ming-Chuan Chiu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 34

Top Topics

Design Automation

Fault Detection

Top Venues

Adv. Eng. Informatics

Int. J. Prod. Res.

Publications

Ming-Chuan Chiu, Cheng-Zhou Tsai, Yu-Chen Huang
Integrating object detection and natural language processing models to build a personalized attraction recommendation agent in a smart product service system. Adv. Eng. Informatics 61 (2024)
Ming-Chuan Chiu, Yu-Hsiang Chiang, Jing-Er Chiu
Developing an explainable hybrid deep learning model in digital transformation: an empirical study. J. Intell. Manuf. 35 (4) (2024)
Ming-Chuan Chiu, Yu-Jui Huang, Chia-Jung Wei
Enhancing SMEs digital transformation through machine learning: A framework for adaptive quality prediction. J. Ind. Inf. Integr. 41 (2024)
Ming-Chuan Chiu, Li-Sheng Yang
Integrating explainable AI and depth cameras to achieve automation in grasping Operations: A case study of shoe company. Adv. Eng. Informatics 62 (2024)
Pin-Rui Feng, Sheng-Po Hung, Yi-Husan Chen, Ming-Chuan Chiu, Zhe-Rui Bai
Developing an Intelligent Warning System to Detect Unsafe Driving Behaviors. TE (2023)
Pei-Yi Tai, Ming-Chuan Chiu, Chia-Jung Wei
Developing a Green Supplier Risk Assessment System Applying Natural Language Processing and Life Cycle Assessment: An Empirical Study. TE (2023)
Li-Sheng Yang, Ming-Chuan Chiu
Integrating Deep Learning Models and Depth Cameras to Achieve Digital Transformation: A Case Study in Shoe Company. TE (2023)
Ming-Chuan Chiu, Tsung-Yu Tseng, Chi-Chang Chang, Chun-Chia Chen
Applying Deep Learning to Establish a Telemedicine Assistance System: A Case Study of the Stage Classification of Pressure Injuries. TE (2023)
Gülsen Akman, Bahadir Yorur, Ali Ihsan Boyaci, Ming-Chuan Chiu
Assessing innovation capabilities of manufacturing companies by combination of unsupervised and supervised machine learning approaches. Appl. Soft Comput. 147 (2023)
Ming-Chuan Chiu, Yu-Jui Huang
Applying Hybrid Machine Learning Models to Assist Small and Medium Enterprises in Achieving Quality Prediction and Adaptive Digital Transformation: A Case Study of Injection Molding Industry. TE (2023)
Cheng-Zhou Tsai, Hau Huang, Chia-Jung Wei, Ming-Chuan Chiu
Apply Deep Learning to Build a Personalized Attraction Recommendation System in a Smart Product Service System. TE (2023)
Ming-Chuan Chiu, Ho-Yen Tsai, Jing-Er Chiu
A novel directional object detection method for piled objects using a hybrid region-based convolutional neural network. Adv. Eng. Informatics 51 (2022)
Ming-Chuan Chiu, Jih-Hung Huang, Saraj Gupta, Gülsen Akman
Developing a personalized recommendation system in a smart product service system based on unsupervised learning model. Comput. Ind. 128 (2021)
Ming-Chuan Chiu, Kai-Hsiang Chuang
Applying transfer learning to achieve precision marketing in an omni-channel system - a case study of a sharing kitchen platform. Int. J. Prod. Res. 59 (24) (2021)
Ming-Chuan Chiu, Chi-Hsuan Tsai
Design a personalised product service system utilising a multi-agent system. Adv. Eng. Informatics 43 (2020)
Ming-Chuan Chiu, Chien-De Tsai, Tung-Lung Li
An Integrative Machine Learning Method to Improve Fault Detection and Productivity Performance in a Cyber-Physical System. J. Comput. Inf. Sci. Eng. 20 (2) (2020)
D. Daniel Sheu, Ming-Chuan Chiu, Dimitri Cayard
The 7 pillars of TRIZ philosophies. Comput. Ind. Eng. 146 (2020)
Ming-Chuan Chiu, Chih-Yuan Chu, Tsai-Chi Kuo
Product service system transition method: building firm's core competence of enterprise. Int. J. Prod. Res. 57 (20) (2019)
Wan-Yun Lu, Ming-Chuan Chiu
Apply Deep Learning Image Recognition Technique to Promote Green Consumer Behavior. TE (2019)
Chien-De Tsai, Ming-Chuan Chiu
Apply Machine Learning to Improve Fault Detection and Classification in Cyber Physical System. TE (2019)
Ming-Chuan Chiu, Chih-Yuan Chu, Chih-Chuan Chen
An integrated product service system modelling methodology with a case study of clothing industry. Int. J. Prod. Res. 56 (6) (2018)
Yi-Jyun Chen, Yen-Han Lee, Ming-Chuan Chiu
Construct an Intelligent Yield Alert and Diagnostic Analysis System via Data Analysis: Empirical Study of a Semiconductor Foundry. APMS (2) (2018)
Ming-Chuan Chiu, Kong-Zhao Lin
Utilizing text mining and Kansei Engineering to support data-driven design automation at conceptual design stage. Adv. Eng. Informatics 38 (2018)
Kong-Zhao Lin, Ming-Chuan Chiu
Utilizing Text Mining and Kansei Engineering to Support Data-Driven Design Automation. TE (2017)
Wan-Jun Lin, Ming-Chuan Chiu
Design a Personalized Brain-Computer Interface of LegoRobot Assisted by Data Analysis Method. TE (2017)
Haozhan Zhang, Chi-Min Hsieh, Yun-Liang Luo, Ming-Chuan Chiu
An Investigation of Cross-Border E-Commerce Logistics and Develop Strategies Through SCCOM Framework and Logistic Service Risk Analysis. TE (2017)
Jia-Jiu Wu, Ming-Chuan Chiu
An Innovative Interface Design and Customized Usability Testing Method: Case Study of Internet of Things Integration Platform Interface. TE (2017)
Chi-Shiuan Tsai, Ming-Chuan Chiu
Design of Personalized Product Service System Utilizing Multi-Agent System. TE (2017)
Yi-Hong Chen, Pei-Hsun Ho, Ming-Chuan Chiu
Utilizing Cyber Physical System to Achieve Intelligent Product Design: A Case Study of Transformer. TE (2017)
Ming-Chuan Chiu, Li-Wei Ko
Develop a personalized intelligent music selection system based on heart rate variability and machine learning. Multim. Tools Appl. 76 (14) (2017)
Jin-Hung Lin, Ming-Chuan Chiu
A Mathematical Model to Evaluate and Improve Lean Management of Healthcare System: A Case Study of Health Examination Center. TE (2017)
Lisa-Marie Reitmaier, Ting-Chieh Ou, Cheng-Yu Tsai, Julio Sanchez, Ming-Chuan Chiu
Implementing a Platform-Service Based on the Sharing Economy for Supply Chain Operations of Small and Medium Enterprises. TE (2017)
Ming-Chuan Chiu, Yi-Hsuan Lin
Simulation based method considering design for additive manufacturing and supply chain: An empirical study of lamp industry. Ind. Manag. Data Syst. 116 (2) (2016)
Ming-Chuan Chiu, Jr-Yi Chiou
Technical service platform planning based on a company's competitive advantage and future market trends: A case study of an IC foundry. Comput. Ind. Eng. 99 (2016)
Yu-Ting Chen, Ming-Chuan Chiu
A case-based method for service-oriented value chain and sustainable network design. Adv. Eng. Informatics 29 (3) (2015)
Li-Wei Ko, Kai-Hsiang Chuang, Ming-Chuan Chiu
The Research of Music and Emotion Interaction with a Case Study of Intelligent Music Selection System. ISPE CE (2015)
Li-Wei Ko, Yu-Ting Chen, Ming-Chuan Chiu
Integrating Music Therapy and Music Information Retrieval Using Music Pattern Analysis. ISPE CE (2014)
Po-Hsin Huang, Ming-Chuan Chiu
Evaluating the Healthcare Management System by Usability Testing. HCI (20) (2014)
Wen-Pin Hsiao, Ming-Chuan Chiu
A Mass Personalization Methodology Based on Co-creation. ISPE CE (2014)
Yi-Hsuan Lin, Yu-Ting Chen, Ming-Chuan Chiu
Configuration Optimization of Additive Manufacturing Based Supply Chain Using Simulation Approach. ISPE CE (2014)
Wei-Ying Cheng, Po-Hsin Huang, Ming-Chuan Chiu
Integrating psychological and physiological techniques to measure and improve usability an empirical study on health management sport applied product. CSCWD (2014)
Yi-Jie Chang, Po-Hsin Huang, Ming-Chuan Chiu
Service dissatisfaction detection and service recovery design with a case study of kinect health management motion sport game. CSCWD (2014)
Yu-Ting Chen, Ming-Chuan Chiu
A Value Creation Based Business Model for Customized Product Service System Design. ISPE CE (2014)
Ming-Chuan Chiu, Gül E. Okudan Kremer
An Investigation on Centralized and Decentralized Supply Chain Scenarios at the Product Design Stage to Increase Performance. IEEE Trans. Engineering Management 61 (1) (2014)
Ming-Chuan Chiu, Gül E. Okudan
An investigation on the impact of product modularity level on supply chain performance metrics: an industrial case study. J. Intell. Manuf. 25 (1) (2014)
Ya-Wen Hsu, Ming-Chuan Chiu, Sheue-Ling Hwang
Investigating the Relationship between Therapeutic Music and Emotion: A Pilot Study on Healthcare Service. ISPE CE (2014)
Gül E. Okudan, Ming-Chuan Chiu, Tae-Hyun Kim
Perceived feature utility-based product family design: a mobile phone case study. J. Intell. Manuf. 24 (5) (2013)
Hao-Ping Lo, Pi-Lien Chiu, Ming-Chuan Chiu
A Systematic Methodology for Service Innovation and Performance Measurement with a Home Service Case Study. ICSSI (2013)