Applying Data Augmentation and Mask R-CNN-Based Instance Segmentation Method for Mixed-Type Wafer Maps Defect Patterns Classification von Chiu, Ming-Chuan, Chen, Tao-Ming

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Applying transfer learning to achieve precision marketing in an omni-channel system - a case study of a sharing kitchen platform von Chiu, Ming-Chuan, Chuang, Kai-Hsiang

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Develop a personalized intelligent music selection system based on heart rate variability and machine learning von Chiu, Ming-Chuan, Ko, Li-Wei

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Review of sustainable product design from life cycle perspectives von Chiu, Ming-Chuan, Chu, Chih-Hsing

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An information model‐based interface design method: A case study of cross‐channel platform interfaces von Chiu, Ming‐Chuan, Wu, Jia‐Jiu

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Applying DFA and goal programming to improve economic efficiency, material handling convenience, and sustainability of a product packaging system von Chiu, Ming-Chuan, Chung, Wu-Hsun, Lin, Hsin-Han

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Developing a personalized recommendation system in a smart product service system based on unsupervised learning model von Chiu, Ming-Chuan, Huang, Jih-Hung, Gupta, Saraj, Akman, Gulsen

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Potential of Demand Response for Power Reallocation, a Literature Review von Binyet, Emmanuel, Chiu, Ming-Chuan, Hsu, Hsin-Wei, Lee, Meng-Ying, Wen, Chih-Yuan

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A case-based method for service-oriented value chain and sustainable network design von Chen, Yu-Ting, Chiu, Ming-Chuan

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A hybrid CNN-GRU based probabilistic model for load forecasting from individual household to commercial building von Chiu, Ming-Chuan, Hsu, Hsin-Wei, Chen, Ke-Sin, Wen, Chih-Yuan

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Utilizing text mining and Kansei Engineering to support data-driven design automation at conceptual design stage von Chiu, Ming-Chuan, Lin, Kong-Zhao

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The 7 pillars of TRIZ philosophies von Sheu, D. Daniel, Chiu, Ming-Chuan, Cayard, Dimitri

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Radiographic chest wall abnormalities in primary spontaneous pneumothorax identified by artificial intelligence von Chiu, Ming-Chuan, Tsai, Stella Chin-Shaw, Bai, Zhe-Rui, Lin, Abraham, Chang, Chi-Chang, Wang, Guo-Zhi, Lin, Frank Cheau-Feng

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Identifying Sustainability-Value Creation Drivers for a Company in the Water Industry Sector: an Empirical Study von Hurtado-Jaramillo, Carlos Humberto, Chiu, Ming-Chuan, Arimany-Serrat, Núria, Ferràs, Xavier, Meijide, Dulcinea

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Assessing innovation capabilities of manufacturing companies by combination of unsupervised and supervised machine learning approaches von Akman, Gulsen, Yorur, Bahadir, Boyaci, Ali Ihsan, Chiu, Ming-Chuan

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Product service system transition method: building firm's core competence of enterprise von Chiu, Ming-Chuan, Chu, Chih-Yuan, Kuo, Tsai Chi

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An Investigation on Centralized and Decentralized Supply Chain Scenarios at the Product Design Stage to Increase Performance von Ming-Chuan Chiu, Kremer, Gul E. Okudan

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Integrating explainable AI and depth cameras to achieve automation in grasping Operations: A case study of shoe company von Chiu, Ming-Chuan, Yang, Li-Sheng

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Developing an explainable hybrid deep learning model in digital transformation: an empirical study von Chiu, Ming-Chuan, Chiang, Yu-Hsiang, Chiu, Jing-Er

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Application of axiomatic design, TRIZ, and mixed integer programming to develop innovative designs: a locomotive ballast arrangement case study von Kremer, Gül Okudan, Chiu, Ming-Chuan, Lin, Chun-Yu, Gupta, Saraj, Claudio, David, Thevenot, Henri

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