A SOM-FBPN-ensemble approach with error feedback to adjust classification for wafer-lot completion time prediction

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-007-1007-y ◽

2007 ◽

Vol 37 (7-8) ◽

pp. 782-792 ◽

Author(s):

Toly Chen

Keyword(s):

Completion Time ◽

Error Feedback ◽

Time Prediction ◽

Ensemble Approach

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A Fuzzy-Neural Approach with BPN Post-classification for Job Completion Time Prediction in a Semiconductor Fabrication Plant

Analysis and Design of Intelligent Systems using Soft Computing Techniques - Advances in Soft Computing ◽

10.1007/978-3-540-72432-2_59 ◽

2007 ◽

pp. 580-589 ◽

Author(s):

Toly Chen

Keyword(s):

Completion Time ◽

Time Prediction ◽

Fuzzy Neural ◽

Semiconductor Fabrication

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Lot cycle time prediction in a ramping-up semiconductor manufacturing factory with a SOM–FBPN-ensemble approach with multiple buckets and partial normalization

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-008-1665-4 ◽

2008 ◽

Vol 42 (11-12) ◽

pp. 1206-1216 ◽

Author(s):

Toly Chen ◽

Yi-Chi Wang ◽

Horng-Ren Tsai

Keyword(s):

Semiconductor Manufacturing ◽

Time Prediction ◽

Ensemble Approach

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Deep Forest-based Product Completion Time Prediction Method in Discrete Manufacturing Industry: A Case Study

2020 Chinese Automation Congress (CAC) ◽

10.1109/cac51589.2020.9326760 ◽

2020 ◽

Author(s):

Yue Qiu ◽

Jiaxiang Luo ◽

Wei Deng

Keyword(s):

Completion Time ◽

Manufacturing Industry ◽

Prediction Method ◽

Time Prediction ◽

Discrete Manufacturing ◽

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Product Completion Time Prediction Using A Hybrid Approach Combining Deep Learning and System Model

Journal of Manufacturing Systems ◽

10.1016/j.jmsy.2020.10.006 ◽

2020 ◽

Vol 57 ◽

pp. 311-322

Author(s):

Jing Huang ◽

Qing Chang ◽

Jorge Arinez

Keyword(s):

Deep Learning ◽

Completion Time ◽

Hybrid Approach ◽

System Model ◽

Time Prediction

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A Weighted Ensemble Approach to Real-Time Prediction of Suspended Particulate Matter

Communications in Computer and Information Science - Advanced Computing ◽

10.1007/978-981-16-0401-0_29 ◽

2021 ◽

pp. 381-394

Author(s):

Tushar Saini ◽

Gagandeep Tomar ◽

Duni Chand Rana ◽

Suresh Attri ◽

Varun Dutt

Keyword(s):

Particulate Matter ◽

Real Time ◽

Suspended Particulate Matter ◽

Time Prediction ◽

Ensemble Approach ◽

Suspended Particulate

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A hybrid fuzzy-neural approach to job completion time prediction in a semiconductor fabrication factory

Neurocomputing ◽

10.1016/j.neucom.2008.04.040 ◽

2008 ◽

Vol 71 (16-18) ◽

pp. 3193-3201 ◽

Author(s):

Toly Chen

Keyword(s):

Completion Time ◽

Time Prediction ◽

Fuzzy Neural ◽

Semiconductor Fabrication

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Deep neural networks based order completion time prediction by using real-time job shop RFID data

Journal of Intelligent Manufacturing ◽

10.1007/s10845-017-1325-3 ◽

2017 ◽

Vol 30 (3) ◽

pp. 1303-1318 ◽

Author(s):

Chuang Wang ◽

Pingyu Jiang

Keyword(s):

Neural Networks ◽

Real Time ◽

Completion Time ◽

Deep Neural Networks ◽

Job Shop ◽

Time Prediction ◽

Rfid Data ◽

Order Completion

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Enhancing Completion Time Prediction Through Attribute Selection

Lecture Notes in Business Information Processing - Information Technology for Management: Emerging Research and Applications ◽

10.1007/978-3-030-15154-6_1 ◽

2019 ◽

pp. 3-23 ◽

Author(s):

Claudio A. L. Amaral ◽

Marcelo Fantinato ◽

Hajo A. Reijers ◽

Sarajane M. Peres

Keyword(s):

Completion Time ◽

Attribute Selection ◽

Time Prediction

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Hybrid method of BPN and genetic algorithm for completion time prediction

2005 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2005.1527754 ◽

2005 ◽

Author(s):

Shu-Juan Li ◽

Yan Li ◽

Yong Liu ◽

Zhi-Gang-Liu ◽

Jun Tang

Keyword(s):

Genetic Algorithm ◽

Hybrid Method ◽

Completion Time ◽

Time Prediction

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Incorporating fuzzy c-means and a back-propagation network ensemble to job completion time prediction in a semiconductor fabrication factory

Fuzzy Sets and Systems ◽

10.1016/j.fss.2007.04.013 ◽

2007 ◽

Vol 158 (19) ◽

pp. 2153-2168 ◽

Author(s):

Toly Chen

Keyword(s):

Completion Time ◽

Back Propagation ◽

Fuzzy C Means ◽

Time Prediction ◽

Semiconductor Fabrication ◽

Propagation Network

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