Chen-Fu Chien

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 34

Top Topics

Genetic Algorithm

Semiconductor Manufacturing

Wafer Fabrication

Top Venues

Comput. Ind. Eng.

Int. J. Prod. Res.

IEEE Trans Autom. Sci. Eng.

Publications

Rapeepan Pitakaso, Kanchana Sethanan, Chen-Fu Chien, Thanatkij Srichok, Surajet Khonjun, Natthapong Nanthasamroeng, Sarayut Gonwirat
Integrating reinforcement learning and metaheuristics for safe and sustainable health tourist trip design problem. Appl. Soft Comput. 161 (2024)
Tzu-Yen Hong, Chen-Fu Chien, Hung-Pin Chen
UNISON framework of system dynamics-based technology acquisition decision for semiconductor manufacturing and an empirical study. Comput. Ind. Eng. 177 (2023)
Chen-Fu Chien, Tran Hong Van Nguyen, Yi-Chiu Li, Ying-Jen Chen
Bayesian decision analysis for optimizing in-line metrology and defect inspection strategy for sustainable semiconductor manufacturing and an empirical study. Comput. Ind. Eng. 182 (2023)
Wenhan Fu, Chen-Fu Chien, Chi-Hang Chen
Advanced quality control for probe precision forming to empower virtual vertical integration for semiconductor manufacturing. Comput. Ind. Eng. 183 (2023)
Hsuan An Kuo, Chen-Fu Chien
Semiconductor capacity expansion based on forecast evolution and mini-max regret strategy for smart production under demand uncertainty. Comput. Ind. Eng. 177 (2023)
Chia-Yen Lee, Chen-Fu Chien
Pitfalls and protocols of data science in manufacturing practice. J. Intell. Manuf. 33 (5) (2022)
Chen-Fu Chien, Wei-Tse Hung, Chin-Wei Pan, Tran Hong Van Nguyen
Decision-based virtual metrology for advanced process control to empower smart production and an empirical study for semiconductor manufacturing. Comput. Ind. Eng. 169 (2022)
Chen-Fu Chien, Abdul Hakim Halim, Zhen He, Thanh Phong Ho, Kazuyoshi Ishii, Tae-Eog Lee
Industry 3.5: IE developments and prospects in the Asia-pacific region. Comput. Ind. Eng. 153 (2021)
Marzieh Khakifirooz, Mahdi Fathi, Chen-Fu Chien
Partially Observable Markov Decision Process for Monitoring Multilayer Wafer Fabrication. IEEE Trans Autom. Sci. Eng. 18 (4) (2021)
Chen-Fu Chien, Hans Ehm, John W. Fowler, Lars Mönch, Cheng-Hung Wu
Production-Level Artificial Intelligence Applications in Semiconductor Manufacturing. WSC (2021)
Chun-Yao Wang, Ying-Jen Chen, Chen-Fu Chien
Industry 3.5 to empower smart production for poultry farming and an empirical study for broiler live weight prediction. Comput. Ind. Eng. 151 (2021)
Minh Tuan Nguyen, Linh H. Truong, Trang T. Tran, Chen-Fu Chien
Artificial intelligence based data processing algorithm for video surveillance to empower industry 3.5. Comput. Ind. Eng. 148 (2020)
Yanbing Ju, Yuanyuan Liang, Luis Martínez, Aihua Wang, Chen-Fu Chien, Peiwu Dong, Ernesto Del R. Santibanez-Gonzalez
A new approach for heterogeneous linguistic failure mode and effect analysis with incomplete weight information. Comput. Ind. Eng. 148 (2020)
Chen-Fu Chien, Yun-Siang Lin, Sheng-Kai Lin
Deep reinforcement learning for selecting demand forecast models to empower Industry 3.5 and an empirical study for a semiconductor component distributor. Int. J. Prod. Res. 58 (9) (2020)
Chen-Fu Chien, Chung-Jen Kuo, Chih-Min Yu
Tool allocation to smooth work-in-process for cycle time reduction and an empirical study. Ann. Oper. Res. 290 (1) (2020)
Thitipong Jamrus, Hung-Kai Wang, Chen-Fu Chien
Dynamic coordinated scheduling for supply chain under uncertain production time to empower smart production for Industry 3.5. Comput. Ind. Eng. 142 (2020)
Chen-Fu Chien, Stéphane Dauzère-Pérès, Woonghee Tim Huh, Young Jae Jang, James R. Morrison
Artificial intelligence in manufacturing and logistics systems: algorithms, applications, and case studies. Int. J. Prod. Res. 58 (9) (2020)
Yi-Fen Hu, Jiang-Liang Hou, Chen-Fu Chien
A UNISON framework for knowledge management of university-industry collaboration and an illustration. Comput. Ind. Eng. 129 (2019)
Marzieh Khakifirooz, Chen-Fu Chien, Mahdi Fathi
Compensating Misalignment Using Dynamic Random-Effect Control System: A Case of High-Mixed Wafer Fabrication. IEEE Trans Autom. Sci. Eng. 16 (4) (2019)
Wenhan Fu, Chen-Fu Chien
UNISON data-driven intermittent demand forecast framework to empower supply chain resilience and an empirical study in electronics distribution. Comput. Ind. Eng. 135 (2019)
Nhat-To Huynh, Yi-Chao Huang, Chen-Fu Chien
A hybrid genetic algorithm with 2D encoding for the scheduling of rehabilitation patients. Comput. Ind. Eng. 125 (2018)
Wenhan Fu, Chen-Fu Chien, Zih-Hao Lin
A Hybrid Forecasting Framework with Neural Network and Time-Series Method for Intermittent Demand in Semiconductor Supply Chain. APMS (2) (2018)
Tzu-Yen Hong, Chen-Fu Chien, Hung-Kai Wang, Hong-Zhi Guo
A two-phase decoding genetic algorithm for TFT-LCD array photolithography stage scheduling problem with constrained waiting time. Comput. Ind. Eng. 125 (2018)
Chen-Fu Chien, Runliang Dou, Wenhan Fu
Strategic capacity planning for smart production: Decision modeling under demand uncertainty. Appl. Soft Comput. 68 (2018)
Ying-Jen Chen, Chen-Fu Chien
An empirical study of demand forecasting of non-volatile memory for smart production of semiconductor manufacturing. Int. J. Prod. Res. 56 (13) (2018)
Nhat-To Huynh, Chen-Fu Chien
A hybrid multi-subpopulation genetic algorithm for textile batch dyeing scheduling and an empirical study. Comput. Ind. Eng. 125 (2018)
Chen-Fu Chien, Yun-Siang Lin, Yu-Shin Tan
Constructing a Metrology Sampling Framework for In-line Inspection in Semiconductor Fabrication. APMS (2) (2018)
Hung-Kai Wang, Chen-Fu Chien, Che-Wei Chou
An empirical study of bio manufacturing for the scheduling of hepatitis in vitro diagnostic device with constrained process time window. Comput. Ind. Eng. 114 (2017)
Chen-Fu Chien, Chiao-Wen Liu, Shih-Chung Chuang
Analysing semiconductor manufacturing big data for root cause detection of excursion for yield enhancement. Int. J. Prod. Res. 55 (17) (2017)
Thitipong Jamrus, Chen-Fu Chien
Extended priority-based hybrid genetic algorithm for the less-than-container loading problem. Comput. Ind. Eng. 96 (2016)
Chen-Fu Chien, Che-Wei Chou, Hui-Chun Yu
A Novel Route Selection and Resource Allocation Approach to Improve the Efficiency of Manual Material Handling System in 200-mm Wafer Fabs for Industry 3.5. IEEE Trans Autom. Sci. Eng. 13 (4) (2016)
Kuo-Yi Lin, Chen-Fu Chien, Rhoann Kerh
UNISON framework of data-driven innovation for extracting user experience of product design of wearable devices. Comput. Ind. Eng. 99 (2016)
Chen-Fu Chien, Rhoann Kerh, Kuo-Yi Lin, Annie Pei-I Yu
Data-driven innovation to capture user-experience product design: An empirical study for notebook visual aesthetics design. Comput. Ind. Eng. 99 (2016)
Chen-Fu Chien, Ying-Jen Chen, Chia-Yu Hsu
A novel approach to hedge and compensate the critical dimension variation of the developed-and-etched circuit patterns for yield enhancement in semiconductor manufacturing. Comput. Oper. Res. 53 (2015)
Chen-Fu Chien, Kuo-Yi Lin, Annie Pei-I Yu
User-experience of tablet operating system: An experimental investigation of Windows 8, iOS 6, and Android 4.2. Comput. Ind. Eng. 73 (2014)
Chung-Jen Kuo, Chen-Fu Chien, Jan-Daw Chen
Manufacturing Intelligence to Exploit the Value of Production and Tool Data to Reduce Cycle Time. IEEE Trans Autom. Sci. Eng. 8 (1) (2011)