Shu-Kai S. Fan

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 12

Top Topics

Fault Detection

Weighted Moving Average

Top Venues

IEEE Trans Autom. Sci. Eng.

IEEE Trans. Instrum. Meas.

Adv. Eng. Informatics

Publications

Biswajit Sarkar, Shu-Kai S. Fan, Sarla Pareek, Bablu Mridha
Sustainable multi-biofuel production with stochastic lead time and optimum energy utilization under flexible manufacturing. Comput. Ind. Eng. 193 (2024)
Chih-Hung Jen, Shu-Kai S. Fan, Kun-Mu Lu, Ching-Wen Huang, Ju-Ling Hsiao, Yu-Zhi Zheng, Yi-Jun Cai
Using the Concept of Generative Adversarial Network (GAN) to Strengthen the Classification Performance for X-ray Images of Small Samples. ICMHI (2023)
Chih-Hung Jen, Shu-Kai S. Fan, Yu-Yu Lin
Data-Driven Virtual Metrology and Retraining Systems for Color Filter Processes of TFT-LCD Manufacturing. IEEE Trans. Instrum. Meas. 71 (2022)
Shu-Kai S. Fan, Xiao-Wen Chang, Yu-Yu Lin
Product-to-Product Virtual Metrology of Color Filter Processes in Panel Industry. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Shu-Kai S. Fan, Chun-Wei Cheng, Du-Ming Tsai
Fault Diagnosis of Wafer Acceptance Test and Chip Probing Between Front-End-of-Line and Back-End-of-Line Processes. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Shu-Kai S. Fan, Chia-Yu Hsu, Du-Ming Tsai, Mabel C. Chou, Chih-Hung Jen, Jen-Hsuan Tsou
Key Feature Identification for Monitoring Wafer-to-Wafer Variation in Semiconductor Manufacturing. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Du-Ming Tsai, Shu-Kai S. Fan, Yi-Hsiang Chou
Auto-Annotated Deep Segmentation for Surface Defect Detection. IEEE Trans. Instrum. Meas. 70 (2021)
Shu-Kai S. Fan, Chih-Hung Jen, Chia-Yu Hsu, Yu-Ling Liao
A New Double Exponentially Weighted Moving Average Run-to-Run Control Using a Disturbance-Accumulating Strategy for Mixed-Product Mode. IEEE Trans Autom. Sci. Eng. 18 (4) (2021)
Shu-Kai S. Fan, Chia-Yu Hsu, Chih-Hung Jen, Kuan-Lung Chen, Li-Ting Juan
Defective wafer detection using a denoising autoencoder for semiconductor manufacturing processes. Adv. Eng. Informatics 46 (2020)
Shu-Kai S. Fan, Chia-Yu Hsu, Du-Ming Tsai, Fei He, Chun-Chung Cheng
Data-Driven Approach for Fault Detection and Diagnostic in Semiconductor Manufacturing. IEEE Trans Autom. Sci. Eng. 17 (4) (2020)
Shu-Kai S. Fan, Chia-Yu Hsu, Chih-Hung Jen, Kuan-Lung Chen, Li-Ting Juan
Corrigendum to "Defective wafer detection using a denoising autoencoder for semiconductor manufacturing processes" [Adv. Eng. Informat. 46 (2020) 101166]. Adv. Eng. Informatics 46 (2020)
Shu-Kai S. Fan, Chuan-Jun Su, Han-Tang Nien, Pei-Fang Tsai, Chen-Yang Cheng
Using machine learning and big data approaches to predict travel time based on historical and real-time data from Taiwan electronic toll collection. Soft Comput. 22 (17) (2018)
Chui-Yu Chiu, Shu-Kai S. Fan, Po-Chou Shih, Yi-Hsin Weng
Applying HBMO-based SOM in Predicting the Taiwan Steel Price Fluctuation. Int. J. Electron. Bus. Manag. 12 (1) (2014)
Shu-Kai S. Fan, Hui-Kuo Huang, Yuan-Jung Chang
Robust Multivariate Control Chart for Outlier Detection Using Hierarchical Cluster Tree in SW2. Qual. Reliab. Eng. Int. 29 (7) (2013)
Shu-Kai S. Fan, Yuan-Jung Chang, Nafy Aidara
Nonlinear Profile Monitoring of Reflow Process Data Based on the Sum of Sine Functions. Qual. Reliab. Eng. Int. 29 (5) (2013)
Shu-Kai S. Fan, Yu-Chiang Chuang
An Entropy-based Method for Color Image Registration. VISAPP (1) (2013)
Shu-Kai S. Fan, Yu-Chiang Chuang
An entropy-based image registration method using image intensity difference on overlapped region. Mach. Vis. Appl. 23 (4) (2012)
Shu-Kai S. Fan, Yu-Chiang Chuang
A New Image Registration Method Using Intensity Difference Data on Overlapped Image. UIC/ATC Workshops (2010)
Shu-Kai S. Fan, Yu-Chiang Chuang
Automatic detection of Mura defect in TFT-LCD based on regression diagnostics. Pattern Recognit. Lett. 31 (15) (2010)
Shu-Kai S. Fan, Yen Lin
A fast estimation method for the generalized Gaussian mixture distribution on complex images. Comput. Vis. Image Underst. 113 (7) (2009)
Shu-Kai S. Fan, Yen Lin, Chia-Chan Wu
Image thresholding using a novel estimation method in generalized Gaussian distribution mixture modeling. Neurocomputing 72 (1-3) (2008)
Shu-Kai S. Fan, Yen Lin
A multi-level thresholding approach using a hybrid optimal estimation algorithm. Pattern Recognit. Lett. 28 (5) (2007)
Shu-Kai S. Fan, Erwie Zahara
A hybrid simplex search and particle swarm optimization for unconstrained optimization. Eur. J. Oper. Res. 181 (2) (2007)
Shu-Kai S. Fan, Ju-Ming Chang
A Modified Particle Swarm Optimizer Using an Adaptive Dynamic Weight Scheme. HCI (12) (2007)
Shu-Kai S. Fan, Yen Lin
Multiple-input dual-output adjustment scheme for semiconductor manufacturing processes using a dynamic dual-response approach. Eur. J. Oper. Res. 180 (2) (2007)
Shu-Kai S. Fan, Yun-Chia Liang, Erwie Zahara
A genetic algorithm and a particle swarm optimizer hybridized with Nelder-Mead simplex search. Comput. Ind. Eng. 50 (4) (2006)
Erwie Zahara, Shu-Kai S. Fan, Du-Ming Tsai
Optimal multi-thresholding using a hybrid optimization approach. Pattern Recognit. Lett. 26 (8) (2005)