Ming-Chuan Chiu
Orcid: 0000-0001-9821-8240
According to our database1,
Ming-Chuan Chiu
authored at least 45 papers
between 2013 and 2024.
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Bibliography
2024
Developing an explainable hybrid deep learning model in digital transformation: an empirical study.
J. Intell. Manuf., April, 2024
2023
Assessing innovation capabilities of manufacturing companies by combination of unsupervised and supervised machine learning approaches.
Appl. Soft Comput., November, 2023
Integrating Deep Learning Models and Depth Cameras to Achieve Digital Transformation: A Case Study in Shoe Company.
Proceedings of the Leveraging Transdisciplinary Engineering in a Changing and Connected World, 2023
Apply Deep Learning to Build a Personalized Attraction Recommendation System in a Smart Product Service System.
Proceedings of the Leveraging Transdisciplinary Engineering in a Changing and Connected World, 2023
Developing a Green Supplier Risk Assessment System Applying Natural Language Processing and Life Cycle Assessment: An Empirical Study.
Proceedings of the Leveraging Transdisciplinary Engineering in a Changing and Connected World, 2023
Proceedings of the Leveraging Transdisciplinary Engineering in a Changing and Connected World, 2023
Applying Deep Learning to Establish a Telemedicine Assistance System: A Case Study of the Stage Classification of Pressure Injuries.
Proceedings of the Leveraging Transdisciplinary Engineering in a Changing and Connected World, 2023
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.
Proceedings of the Leveraging Transdisciplinary Engineering in a Changing and Connected World, 2023
2022
A novel directional object detection method for piled objects using a hybrid region-based convolutional neural network.
Adv. Eng. Informatics, 2022
2021
Applying transfer learning to achieve precision marketing in an omni-channel system - a case study of a sharing kitchen platform.
Int. J. Prod. Res., 2021
Developing a personalized recommendation system in a smart product service system based on unsupervised learning model.
Comput. Ind., 2021
2020
An Integrative Machine Learning Method to Improve Fault Detection and Productivity Performance in a Cyber-Physical System.
J. Comput. Inf. Sci. Eng., 2020
Adv. Eng. Informatics, 2020
2019
Product service system transition method: building firm's core competence of enterprise.
Int. J. Prod. Res., 2019
Apply Machine Learning to Improve Fault Detection and Classification in Cyber Physical System.
Proceedings of the Transdisciplinary Engineering for Complex Socio-technical Systems, 2019
Proceedings of the Transdisciplinary Engineering for Complex Socio-technical Systems, 2019
2018
An integrated product service system modelling methodology with a case study of clothing industry.
Int. J. Prod. Res., 2018
Utilizing text mining and Kansei Engineering to support data-driven design automation at conceptual design stage.
Adv. Eng. Informatics, 2018
Construct an Intelligent Yield Alert and Diagnostic Analysis System via Data Analysis: Empirical Study of a Semiconductor Foundry.
Proceedings of the Advances in Production Management Systems. Smart Manufacturing for Industry 4.0, 2018
2017
Develop a personalized intelligent music selection system based on heart rate variability and machine learning.
Multim. Tools Appl., 2017
An Investigation of Cross-Border E-Commerce Logistics and Develop Strategies Through SCCOM Framework and Logistic Service Risk Analysis.
Proceedings of the Transdisciplinary Engineering: A Paradigm Shift, 2017
An Innovative Interface Design and Customized Usability Testing Method: Case Study of Internet of Things Integration Platform Interface.
Proceedings of the Transdisciplinary Engineering: A Paradigm Shift, 2017
Proceedings of the Transdisciplinary Engineering: A Paradigm Shift, 2017
Implementing a Platform-Service Based on the Sharing Economy for Supply Chain Operations of Small and Medium Enterprises.
Proceedings of the Transdisciplinary Engineering: A Paradigm Shift, 2017
Utilizing Text Mining and Kansei Engineering to Support Data-Driven Design Automation.
Proceedings of the Transdisciplinary Engineering: A Paradigm Shift, 2017
A Mathematical Model to Evaluate and Improve Lean Management of Healthcare System: A Case Study of Health Examination Center.
Proceedings of the Transdisciplinary Engineering: A Paradigm Shift, 2017
Design a Personalized Brain-Computer Interface of LegoRobot Assisted by Data Analysis Method.
Proceedings of the Transdisciplinary Engineering: A Paradigm Shift, 2017
Utilizing Cyber Physical System to Achieve Intelligent Product Design: A Case Study of Transformer.
Proceedings of the Transdisciplinary Engineering: A Paradigm Shift, 2017
2016
Simulation based method considering design for additive manufacturing and supply chain: An empirical study of lamp industry.
Ind. Manag. Data Syst., 2016
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., 2016
2015
Adv. Eng. Informatics, 2015
The Research of Music and Emotion Interaction with a Case Study of Intelligent Music Selection System.
Proceedings of the Transdisciplinary Lifecycle Analysis of Systems, 2015
2014
An Investigation on Centralized and Decentralized Supply Chain Scenarios at the Product Design Stage to Increase Performance.
IEEE Trans. Engineering Management, 2014
An investigation on the impact of product modularity level on supply chain performance metrics: an industrial case study.
J. Intell. Manuf., 2014
Configuration Optimization of Additive Manufacturing Based Supply Chain Using Simulation Approach.
Proceedings of the Moving Integrated Product Development to Service Clouds in the Global Economy, 2014
Integrating Music Therapy and Music Information Retrieval Using Music Pattern Analysis.
Proceedings of the Moving Integrated Product Development to Service Clouds in the Global Economy, 2014
Investigating the Relationship between Therapeutic Music and Emotion: A Pilot Study on Healthcare Service.
Proceedings of the Moving Integrated Product Development to Service Clouds in the Global Economy, 2014
Proceedings of the Moving Integrated Product Development to Service Clouds in the Global Economy, 2014
Proceedings of the Moving Integrated Product Development to Service Clouds in the Global Economy, 2014
Proceedings of the Digital Human Modeling. Applications in Health, Safety, Ergonomics and Risk Management, 2014
Integrating psychological and physiological techniques to measure and improve usability an empirical study on health management sport applied product.
Proceedings of the IEEE 18th International Conference on Computer Supported Cooperative Work in Design, 2014
Service dissatisfaction detection and service recovery design with a case study of kinect health management motion sport game.
Proceedings of the IEEE 18th International Conference on Computer Supported Cooperative Work in Design, 2014
2013
J. Intell. Manuf., 2013
A Systematic Methodology for Service Innovation and Performance Measurement with a Home Service Case Study.
Proceedings of the Fifth International Conference on Service Science and Innovation, 2013