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Chun-Hua Chien

ORCID: 0000-0002-8381-4936
Observed ORCID: 0000-0002-8381-4936
OpenAlex ID: A5003288245
On the Application of ARIMA and LSTM to Predict Order Demand Based on Short Lead Time and On-Time Delivery Requirements
2021 · Chien-Chih Wang, Chun-Hua Chien, et al. · Processes · 83
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ARIMA-AdaBoost hybrid approach for product quality prediction in advanced transformer manufacturing
2023 · Chun-Hua Chien, Amy J.C. Trappey, et al. · Advanced Engineering Informatics · 50
Hybrid LSTM-ARMA Demand-Forecasting Model Based on Error Compensation for Integrated Circuit Tray Manufacturing
2022 · Chien-Chih Wang, Hsin-Tzu Chang, et al. · Mathematics · 29
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Machine Learning for Industrial Optimization and Predictive Control: A Patent-Based Perspective with a Focus on Taiwan’s High-Tech Manufacturing
2025 · Chien-Chih Wang, Chun-Hua Chien · Processes · 27
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Intelligent Supply Chain Management Modules Enabling Advanced Manufacturing for the Electric‐Mechanical Equipment Industry
2022 · Chun-Hua Chien, Po-Yen Chen, et al. · Complexity · 16
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Human-AI cooperative generative adversarial network (GAN) for quality predictions of small-batch product series
2025 · Chun-Hua Chien, Amy J.C. Trappey · Advanced Engineering Informatics · 12
Cold-start quality prediction in multi-machine manufacturing systems via weak-consistency data fusion with human-in-the-loop learning
2026 · Chien-Chih Wang, Hong-Gu Shen, et al. · The International Journal of Advanced Manufacturing Technology · 4
Evidence-driven event-triggered closed-loop decision-support architecture for real-time weight stabilization in ic-tray injection molding
2026 · Chien-Chih Wang, Ting-You Ye, et al. · The International Journal of Advanced Manufacturing Technology · 2
Intelligent Product Quality Prediction for Highly Customized Complex Production Adopting Ensemble Learning Model
2023 · Amy J. C. Trappey, Chun-Hua Chien · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · 2
AdaBoost-Based Transfer Learning Approach for Highly-Customized Product Quality Prediction in Smart Manufacturing
2024 · Chun-Hua Chien, Amy J.C. Trappey · Advances in transdisciplinary engineering · 1
Six Sigma Case: The Improvement Welding Strength of LED Soft Board Process
2020 · Chien-Chih Wang, Chun-Hua Chien, et al. · IIAE International Conference on Industrial Application Engineering (ICIAE) · 1
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A Scope-Aware and Explainable AI Decision-Support System for Municipal Waste-Collection Dispatch in Smart City Operations
2026 · Chien-Chih Wang, Chun-Hua Chien, et al. · Systems
Work-order-adaptive and uncertainty-aware contextual pressure monitoring: an industrial case study in multi-specification aluminum extrusion
2026 · Chien-Chih Wang, Chun-Hua Chien, et al. · The International Journal of Advanced Manufacturing Technology
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A modular tool-driven RAG framework for engineering test documentation
2026 · Amy J. C. Trappey, Wen-Yan Huang, et al. · Journal of Engineering Design
Development and Empirical Evaluation of a Quality Prediction Model Incorporating Carbon Inventory Data with Machine Learning
2026 · Chien-Chih Wang, Yi-Ling Chen, et al. · IIAE International Conference on Industrial Application Engineering (ICIAE)
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AI-Based Visual Inspection System for Ensuring Meat Dish Consistency in Hotpot Restaurants
2026 · Chien-Chih Wang, Hsuan-Yu Chen, et al. · IIAE International Conference on Industrial Application Engineering (ICIAE)
Works count: 16
Citation count: 227
H-index: 6
I10-index: 6
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