Chen-Fu Chien

Publication Activity (10 Years)

Years Active: 1998-2021
Publications (10 Years): 17

Top Topics

Scheduling Problem

Business Processes

Genetic Algorithm

Semiconductor Manufacturing

Top Venues

J. Intell. Manuf.

Comput. Ind. Eng.

Int. J. Comput. Intell. Syst.

Publications

Chen-Fu Chien, Chia-Cheng Chen
Adaptive parametric yield enhancement via collinear multivariate analytics for semiconductor intelligent manufacturing. Appl. Soft Comput. 108 (2021)
Chen-Fu Chien, Yu-Bin Lan
Agent-based approach integrating deep reinforcement learning and hybrid genetic algorithm for dynamic scheduling for Industry 3.5 smart production. Comput. Ind. Eng. 162 (2021)
Chen-Fu Chien, Hans Ehm, John W. Fowler, Lars Mönch
Decision-Making Modeling and Solutions for Smart Semiconductor Manufacturing (Dagstuhl Seminar 20452). Dagstuhl Reports 10 (5) (2020)
Chen-Fu Chien, T. Warren Liao, Runliang Dou
Soft computing for smart production to empower industry 4.0. Appl. Soft Comput. 68 (2018)
Jia-Nian Zheng, Chen-Fu Chien, Jei-Zheng Wu
Multi-objective demand fulfillment problem for solar cell industry. Comput. Ind. Eng. 125 (2018)
Lizhong Zhao, Chen-Fu Chien, Mitsuo Gen
A bi-objective genetic algorithm for intelligent rehabilitation scheduling considering therapy precedence constraints. J. Intell. Manuf. 29 (5) (2018)
Runliang Dou, Chen-Fu Chien, Imed Kacem, Chia-Yu Hsu
Industry Applications of Computational Intelligence: Preface. Int. J. Comput. Intell. Syst. 11 (1) (2018)
Chen-Fu Chien, Peng-Chieh Lee, Runliang Dou, Ying-Jen Chen, Chia-Cheng Chen
Modeling collinear WATs for parametric yield enhancement in semiconductor manufacturing. CASE (2017)
Chettha Chamnanlor, Kanchana Sethanan, Mitsuo Gen, Chen-Fu Chien
Embedding ant system in genetic algorithm for re-entrant hybrid flow shop scheduling problems with time window constraints. J. Intell. Manuf. 28 (8) (2017)
Ying-Jen Chen, Bocheng Wang, Jei-Zheng Wu, Yi-Chia Wu, Chen-Fu Chien
Big data analytic for multivariate fault detection and classification in semiconductor manufacturing. CASE (2017)
Chen-Fu Chien, Chia-Yu Hsu, James R. Morrison, Runliang Dou
Semiconductor manufacturing intelligence and automation. Comput. Ind. Eng. 99 (2016)
Chen-Fu Chien, Hans Ehm, John W. Fowler, Lars Mönch
Modeling and Analysis of Semiconductor Supply Chains (Dagstuhl Seminar 16062). Dagstuhl Reports 6 (2) (2016)
Chen-Fu Chien, Jin-Tang Peng, Hsing-Chih Yu
Building energy saving performance indices for cleaner semiconductor manufacturing and an empirical study. Comput. Ind. Eng. 99 (2016)
Yi Xie, Chen-Fu Chien, Ren-Zhong Tang
A dynamic task assignment approach based on individual worklists for minimizing the cycle time of business processes. Comput. Ind. Eng. 99 (2016)
Chen-Fu Chien, Ying-Jen Chen, Jei-Zheng Wu
Big data analytics for modeling WAT parameter variation induced by process tool in semiconductor manufacturing and empirical study. WSC (2016)
Thitipong Jamrus, Chen-Fu Chien, Mitsuo Gen, Kanchana Sethanan
Multistage production distribution under uncertain demands with integrated discrete particle swarm optimization and extended priority-based hybrid genetic algorithm. Fuzzy Optim. Decis. Mak. 14 (3) (2015)
Jia-Nian Zheng, Chen-Fu Chien, Mitsuo Gen
Multi-objective multi-population biased random-key genetic algorithm for the 3-D container loading problem. Comput. Ind. Eng. 89 (2015)
Chung-Shou Liao, Tsung-Jung Hsieh, Yu-Syuan Huang, Chen-Fu Chien
Similarity Searching for Defective Wafer Bin Maps in Semiconductor Manufacturing. IEEE Trans Autom. Sci. Eng. 11 (3) (2014)
Chen-Fu Chien, Mitsuo Gen, Yongjiang Shi, Chia-Yu Hsu
Manufacturing intelligence and innovation for digital manufacturing and operational excellence. J. Intell. Manuf. 25 (5) (2014)
Che-Wei Chou, Chen-Fu Chien, Mitsuo Gen
A Multiobjective Hybrid Genetic Algorithm for TFT-LCD Module Assembly Scheduling. IEEE Trans Autom. Sci. Eng. 11 (3) (2014)
Chen-Fu Chien, Kuo-Hao Chang, Wen-Chih Wang
An empirical study of design-of-experiment data mining for yield-loss diagnosis for semiconductor manufacturing. J. Intell. Manuf. 25 (5) (2014)
Chen-Fu Chien, Alejandra Campero Diaz, Yu-Bin Lan
A data mining approach for analyzing semiconductor MES and FDC data to enhance overall usage effectiveness (OUE). Int. J. Comput. Intell. Syst. 7 (sup2) (2014)
Hung-Kai Wang, Chen-Fu Chien, Mitsuo Gen
Hybrid estimation of distribution algorithm with multiple subpopulations for semiconductor manufacturing scheduling problem with limited waiting-time constraint. CASE (2014)
Xin-Chang Hao, Lin Lin, Mitsuo Gen, Chen-Fu Chien
An effective Markov network based EDA for flexible job shop scheduling problems under uncertainty. CASE (2014)
Chia-Yen Lee, Chen-Fu Chien
Stochastic programming for vendor portfolio selection and order allocation under delivery uncertainty. OR Spectr. 36 (3) (2014)
Jei-Zheng Wu, Hui-Chun Yu, Chen-Fu Chien
Inventory survival analysis for semiconductor memory manufacturing. WSC (2014)
Jei-Zheng Wu, Chen-Fu Chien, Yi-Chi Tsou
Multistage semiconductor memory inventory model based on survival analysis. CASE (2014)
Xin-Chang Hao, Jei-Zheng Wu, Chen-Fu Chien, Mitsuo Gen
The cooperative estimation of distribution algorithm: a novel approach for semiconductor final test scheduling problems. J. Intell. Manuf. 25 (5) (2014)
Chen-Fu Chien, Ying-Jen Chen, Chia-Yu Hsu, Hung-Kai Wang
Overlay Error Compensation Using Advanced Process Control With Dynamically Adjusted Proportional-Integral R2R Controller. IEEE Trans Autom. Sci. Eng. 11 (2) (2014)
Chen-Fu Chien, Minqiang Li
Special Issue on Artificial Intelligence & Industrial Engineering. Int. J. Comput. Intell. Syst. 7 (sup2) (2014)
Chen-Fu Chien, Jia-Nian Zheng, Yi-Jay Lin
Determining the operator-machine assignment for machine interference problem and an empirical study in semiconductor test facility. J. Intell. Manuf. 25 (5) (2014)
Hui-Chun Yu, Kuo-Yi Lin, Chen-Fu Chien
Hierarchical indices to detect equipment condition changes with high dimensional data for semiconductor manufacturing. J. Intell. Manuf. 25 (5) (2014)
Jia-Nian Zheng, Chen-Fu Chien
Master production schedule and system for excelling enterprise resources (SEER) in the LED industry. CASE (2013)
Chiao-Wen Liu, Chen-Fu Chien
An intelligent system for wafer bin map defect diagnosis: An empirical study for semiconductor manufacturing. Eng. Appl. Artif. Intell. 26 (5-6) (2013)
Hirosato Seki, Toyokazu Nose, Young Hae Lee, Chen-Fu Chien, Mitsuo Gen
Special issue on recent advance in Intelligent Manufacturing Systems. Comput. Ind. Eng. 65 (1) (2013)
Chen-Fu Chien, Chia-Yu Hsu, Kuo-Hao Chang
Overall Wafer Effectiveness (OWE): A novel industry standard for semiconductor ecosystem as a whole. Comput. Ind. Eng. 65 (1) (2013)
Yi Xie, Chen-Fu Chien, Ren-Zhong Tang
A method for estimating the cycle time of business processes with many-to-many relationships among the resources and activities based on individual worklists. Comput. Ind. Eng. 65 (2) (2013)
Wenqiang Zhang, Lin Lin, Mitsuo Gen, Chen-Fu Chien
Hybrid Sampling Strategy-based Multiobjective Evolutionary Algorithm. Complex Adaptive Systems (2012)
Chen-Fu Chien, Chia-Yu Hsu, Chih-Wei Hsiao
Manufacturing intelligence to forecast and reduce semiconductor cycle time. J. Intell. Manuf. 23 (6) (2012)
Chen-Fu Chien, Kap Hwan Kim, Baoding Liu, Mitsuo Gen
Advanced decision and intelligence technologies for manufacturing and logistics. J. Intell. Manuf. 23 (6) (2012)
Chen-Fu Chien, Jia-Nian Zheng
Mini-max regret strategy for robust capacity expansion decisions in semiconductor manufacturing. J. Intell. Manuf. 23 (6) (2012)
Jei-Zheng Wu, Xin-Chang Hao, Chen-Fu Chien, Mitsuo Gen
A novel bi-vector encoding genetic algorithm for the simultaneous multiple resources scheduling problem. J. Intell. Manuf. 23 (6) (2012)
Tsung-Jung Hsieh, Chung-Shou Liao, Yu-Syuan Huang, Chen-Fu Chien
A new morphology-based approach for similarity searching on wafer bin maps in semiconductor manufacturing. CSCWD (2012)
Wen-Chih Chen, Chen-Fu Chien
Measuring relative performance of wafer fabrication operations: a case study. J. Intell. Manuf. 22 (3) (2011)
James R. Morrison, Chen-Fu Chien, Stéphane Dauzère-Pérès, Milind Dawande, Han Ding, Jeffrey S. Pettinato, Jingang Yi
Guest Editorial Equipment and Operations Automation in the Semiconductor Industry. IEEE Trans Autom. Sci. Eng. 8 (1) (2011)
Chen-Fu Chien, Ying-Jen Chen, Chia-Yu Hsu, Yi-Hao Yeh
Manufacturing intelligence for determining machine subgroups to enhance yield in semiconductor manufacturning. WSC (2011)
Chen-Fu Chien, Chia-Yu Hsu
UNISON analysis to model and reduce step-and-scan overlay errors for semiconductor manufacturing. J. Intell. Manuf. 22 (3) (2011)
Mitsuo Gen, Chen-Fu Chien
Foreword. Comput. Ind. Eng. 56 (3) (2009)
Chen-Fu Chien, Yi-Chao Huang, Chih-Han Hu
A hybrid approach of data mining and genetic algorithms for rehabilitation scheduling. Int. J. Manuf. Technol. Manag. 16 (1/2) (2009)
Chen-Fu Chien, Chia-Yen Lee, Yi-Chao Huang, Wen-Ting Wu
An efficient computational procedure for determining the container-loading pattern. Comput. Ind. Eng. 56 (3) (2009)
Kuo-Sheng Lin, Chen-Fu Chien
Cluster analysis of genome-wide expression data for feature extraction. Expert Syst. Appl. 36 (2) (2009)
Chen-Fu Chien, Fang-Pin Tseng, Chien-Hung Chen
An evolutionary approach to rehabilitation patient scheduling: A case study. Eur. J. Oper. Res. 189 (3) (2008)
Chen-Fu Chien, Yun-Ju Chen, Jin-Tang Peng
Demand forecast of semiconductor products based on technology diffusion. WSC (2008)
Chen-Fu Chien, Wen-Chih Chen, Shao-Chung Hsu
An indirect workforce (re)allocation model for semiconductor manufacturing. WSC (2008)
Chen-Fu Chien, Li-Fei Chen
Data mining to improve personnel selection and enhance human capital: A case study in high-technology industry. Expert Syst. Appl. 34 (1) (2008)
Chen-Fu Chien, Chih-Han Hu, Chi-Yung Lin
Analysing inspection frequency for wafer bumping process and an empirical study of UNISON decision framework. Int. J. Manuf. Technol. Manag. 14 (1/2) (2008)
Jei-Zheng Wu, Chen-Fu Chien
Modeling semiconductor testing job scheduling and dynamic testing machine configuration. Expert Syst. Appl. 35 (1-2) (2008)
Chen-Fu Chien, Hans-Otto Günther
OR in the electronics industry. OR Spectr. 30 (3) (2008)
Jei-Zheng Wu, Chen-Fu Chien
Modeling strategic semiconductor assembly outsourcing decisions based on empirical settings. OR Spectr. 30 (3) (2008)
Chen-Fu Chien, Stéphane Dauzère-Pérès, Hans Ehm, John W. Fowler, Zhibin Jiang, Shekar Krishnaswamy, Lars Mönch, Reha Uzsoy
Modeling and analysis of semiconductor manufacturing in a shrinking world: Challenges and successes. WSC (2008)
Wen-Chih Chen, Chen-Fu Chien, Ming-Hsuan Chou
Economic efficiency analysis of wafer fabrication facilities. WSC (2008)
Mike Tao Zhang, John W. Fowler, Thomas W. Y. Chen, J. George Shanthikumar, Chen-Fu Chien
Editorial e-Manufacturing in the Semiconductor Industry. IEEE Trans Autom. Sci. Eng. 4 (4) (2007)
Robert C. Leachman, Shengwei Ding, Chen-Fu Chien
Economic Efficiency Analysis of Wafer Fabrication. IEEE Trans Autom. Sci. Eng. 4 (4) (2007)
Chen-Fu Chien, Jei-Zheng Wu
Structuring Manufacturing Strategy. CASE (2007)
Chen-Fu Chien, Wen-Chih Wang, Jen-Chieh Cheng
Data mining for yield enhancement in semiconductor manufacturing and an empirical study. Expert Syst. Appl. 33 (1) (2007)
Chen-Fu Chien, Chien-Hung Chen
A novel timetabling algorithm for a furnace process for semiconductor fabrication with constrained waiting and frequency-based setups. OR Spectr. 29 (3) (2007)
Chen-Fu Chien, Chia-Yu Hsu
A novel method for determining machine subgroups and backups with an empirical study for semiconductor manufacturing. J. Intell. Manuf. 17 (4) (2006)
Chen-Fu Chien, Huan-Chung Li, Angus Jeang
Data mining for improving the solder bumping process in the semiconductor packaging industry. Intell. Syst. Account. Finance Manag. 14 (1-2) (2006)
Chen-Fu Chien, Jing-Feng Deng
A container packing support system for determining and visualizing container packing patterns. Decis. Support Syst. 37 (1) (2004)
Pao-Long Chang, Chen-Fu Chien
Managing technologies to enhance and enrich services in high-tech industry. Int. J. Serv. Technol. Manag. 4 (4/5/6) (2003)
Cheng-Yung Peng, Chen-Fu Chien
Data value development to enhance competitive advantage: a retrospective study of EDA systems for semiconductor fabrication. Int. J. Serv. Technol. Manag. 4 (4/5/6) (2003)
Chih-Ming Liu, Chen-Fu Chien, I-Yung Ho
An object-oriented analysis and design method for shop floor control systems. Int. J. Comput. Integr. Manuf. 11 (5) (1998)