Chia-Yu Hsu

发表

Enhancing Competitive Advantages and Operational Excellence for High-Tech Industry through Data Mining and Digital Management

Chen-Fu Chien, Shao-Chung Hsu, Chia-Yu Hsu, 2008 .

Critical Success Factors for Improving Decision Quality on Collaborative Design in the IC Supply Chain

Jei-Zheng Wu, Chia-Yu Hsu, 2009 .

Main Branch Decision Tree Algorithm for Yield Enhancement with Class Imbalance

Chen-Fu Chien, Chia-Yu Hsu, Ya-Chun Lai, 2012 .

Manufacturing Intelligence to Forecast the Customer Order Behavior for Vendor Managed Inventory

Chen-Fu Chien, Chia-Yu Hsu, Sheng-Chiao Lin, 2012 .

Foreword: Smart manufacturing, innovative product and service design to empower Industry 4.0

Runliang Dou, Chia-Yu Hsu, Zhen He, 2018, Comput. Ind. Eng..

Differential evolutionary algorithms with novel mutation operator for solving the permutation flowshop scheduling problem

P. Chang, Chia-Yu Hsu, Chi-Hua Tien, 2015, 2015 International Conference on Control, Automation and Robotics.

A Data Mining Framework of Design for Manufacturability in Semiconductor Manufacturing and its Empirical Study

Chia-Yu Hsu, 2009 .

Key Feature Identification for Monitoring Wafer-to-Wafer Variation in Semiconductor Manufacturing

Shu-Kai S. Fan, D. Tsai, M. Chou, 2022, IEEE Transactions on Automation Science and Engineering.

Integrated data envelopment analysis and neural network model for forecasting performance of wafer fabrication operations

Chia-Yu Hsu, 2013, Journal of Intelligent Manufacturing.

Semiconductor fault detection and classification for yield enhancement and manufacturing intelligence

Chia-Yu Hsu, C. Chien, Pei-Nong Chen, 2012, Flexible Services and Manufacturing Journal.

Integrated data envelopment analysis and neural network model for forecasting performance of wafer fabrication operations

Chia-Yu Hsu, Chia-Yu Hsu, 2013, Journal of Intelligent Manufacturing.

Clustering Ensemble for Identifying Defective Wafer Bin Map in Semiconductor Manufacturing

Chia-Yu Hsu, Chia-Yu Hsu, 2015 .

Development of a cloud-based service framework for energy conservation in a sustainable intelligent transportation system

Pei-Chann Chang, K. Robert Lai, Chia-Yu Hsu, 2015 .

An Autoencoder Gated Recurrent Unit for Remaining Useful Life Prediction

Chia-Yu Hsu, Yi-Wei Lu, Kuang-Chieh Huang, 2020, Processes.

Conditional Generative Adversarial Network for Defect Classification with Class Imbalance

Chia-Yu Hsu, Yi-Wei Lu, Kuan-Liang Liu, 2019, 2019 IEEE International Conference on Smart Manufacturing, Industrial & Logistics Engineering (SMILE).

A virtual metrology approach for maintenance compensation to improve yield in semiconductor manufacturing

Chia-Yu Hsu, Hui-Chun Yu, Kuo-Yi Lin, 2014, Int. J. Comput. Intell. Syst..

Multiple time-series convolutional neural network for fault detection and diagnosis and empirical study in semiconductor manufacturing

Chia-Yu Hsu, Wei-Chen Liu, Chia-Yu Hsu, 2020, Journal of Intelligent Manufacturing.

A Review on Fault Detection and Process Diagnostics in Industrial Processes

Shu-Kai S. Fan, Chia-Yu Hsu, You-Jin Park, 2020, Processes.

Agent-based fuzzy constraint-directed negotiation mechanism for distributed job shop scheduling

K. Robert Lai, Chia-Yu Hsu, Bo-Ruei Kao, 2016, Eng. Appl. Artif. Intell..

Manufacturing intelligence to forecast and reduce semiconductor cycle time

Chen-Fu Chien, Chia-Yu Hsu, Chih-Wei Hsiao, 2012, J. Intell. Manuf..

Defective wafer detection using a denoising autoencoder for semiconductor manufacturing processes

Shu-Kai S. Fan, Chia-Yu Hsu, Chih-Hung Jen, 2020, Adv. Eng. Informatics.

Data-Driven Approach for Fault Detection and Diagnostic in Semiconductor Manufacturing

Shu-Kai S. Fan, Fei He, Du-Ming Tsai, 2020, IEEE Transactions on Automation Science and Engineering.

Semiconductor fault detection and classification for yield enhancement and manufacturing intelligence

Chen-Fu Chien, Chia-Yu Hsu, Pei-Nong Chen, 2012, Flexible Services and Manufacturing Journal.

Industry Applications of Computational Intelligence: Preface

Runliang Dou, Chen-Fu Chien, Chia-Yu Hsu, 2018, International Journal of Computational Intelligence Systems.

Wei-Ju Chen, Chia-Yu Hsu, Ju-Chien Chien, 2020, Comput. Ind. Eng..

A genetic algorithm for the multi-objective optimization of mixed-model assembly line based on the mental workload

Li Li, Pei-Chann Chang, Xiaosong Zhao, 2016, Eng. Appl. Artif. Intell..

Data Mining for Optimizing IC Feature Designs to Enhance Overall Wafer Effectiveness

Chen-Fu Chien, Chia-Yu Hsu, Chen-Fu Chien, 2014, IEEE Transactions on Semiconductor Manufacturing.

Data mining for enhanced driving effectiveness: an eco-driving behaviour analysis model for better driving decisions

Chia-Yu Hsu, Chin-Sheng Yang, Sirirat Sae Lim, 2017, Int. J. Prod. Res..

Semiconductor manufacturing intelligence and automation

Runliang Dou, Chen-Fu Chien, Chia-Yu Hsu, 2016, Comput. Ind. Eng..

Overlay Error Compensation Using Advanced Process Control With Dynamically Adjusted Proportional-Integral R2R Controller

Chen-Fu Chien, Chia-Yu Hsu, Ying-Jen Chen, 2014, IEEE Transactions on Automation Science and Engineering.

Overall Wafer Effectiveness (OWE): A novel industry standard for semiconductor ecosystem as a whole

Chen-Fu Chien, Chia-Yu Hsu, Kuo-Hao Chang, 2013, Comput. Ind. Eng..

A novel approach to hedge and compensate the critical dimension variation of the developed-and-etched circuit patterns for yield enhancement in semiconductor manufacturing

Chen-Fu Chien, Chia-Yu Hsu, Ying-Jen Chen, 2015, Comput. Oper. Res..

Ensemble convolutional neural networks with weighted majority for wafer bin map pattern classification

Chia-Yu Hsu, Ju-Chien Chien, Chia-Yu Hsu, 2020, J. Intell. Manuf..

Data Visualization of Anomaly Detection in Semiconductor Processing Tools

Shu-Kai S. Fan, D. Tsai, Chia-Yu Hsu, 2022, IEEE Transactions on Semiconductor Manufacturing.

An agent-based fuzzy constraint-directed negotiation model for solving supply chain planning and scheduling problems

Lin Li, K. Robert Lai, Chia-Yu Hsu, 2016, Appl. Soft Comput..

UNISON analysis to model and reduce step-and-scan overlay errors for semiconductor manufacturing

Chen-Fu Chien, Chia-Yu Hsu, Chen-Fu Chien, 2011, J. Intell. Manuf..

A back-propagation neural network with a distributed lag model for semiconductor vendor-managed inventory

Chen-Fu Chien, Chia-Yu Hsu, Sheng-Chiao Lin, 2015 .

A novel method for determining machine subgroups and backups with an empirical study for semiconductor manufacturing

Chen-Fu Chien, Chia-Yu Hsu, Chen-Fu Chien, 2006, J. Intell. Manuf..

A linkage mining in block-based evolutionary algorithm for permutation flowshop scheduling problem

Pei-Chann Chang, Chia-Yu Hsu, Meng-Hui Chen, 2015, Comput. Ind. Eng..

Application of Auto-Encoder for Time Series Classification with Class Imbalance

Yi-Ching Yeh, Chia-Yu Hsu, Chia-Yu Hsu, 2019 .