A review of data mining applications in semiconductor manufacturing
For decades, industrial companies have been collecting and storing high amounts of data
with the aim of better controlling and managing their processes. However, this vast amount …
with the aim of better controlling and managing their processes. However, this vast amount …
A review of data mining with big data towards its applications in the electronics industry
S Lv, H Kim, B Zheng, H Jin - Applied Sciences, 2018 - mdpi.com
Featured Application This review not only benefits researchers to develop strong research
themes and identify gaps in the field but also helps practitioners for DM and Big Data …
themes and identify gaps in the field but also helps practitioners for DM and Big Data …
A fast ramp-up framework for wafer yield improvement in semiconductor manufacturing systems
Abstracts Wafer yield is crucial for assessing semiconductor fabrication enterprises' stability
and technological maturity. Quickly achieving the yield ramp-up of new products and timely …
and technological maturity. Quickly achieving the yield ramp-up of new products and timely …
A knowledge discovery in databases approach for industrial microgrid planning
The progressive application of Information and Communication Technologies to industrial
processes has increased the amount of data gathered by manufacturing companies during …
processes has increased the amount of data gathered by manufacturing companies during …
Using data mining methods to develop manufacturing production rule in IoT environment
L Wang, B Lin, R Chen, KH Lu - The Journal of Supercomputing, 2022 - Springer
In order to meet the needs of customers in an Internet of Things (IoT) environment, the
traditional manufacturing production strategy has gradually shifted from mass production to …
traditional manufacturing production strategy has gradually shifted from mass production to …
An adaptive Copula function-based framework for fault detection in semiconductor wafer fabrication
Wafer fabrication is a complex manufacturing system. Timely identification of the key
influencing factors associated with the cause of defects is critical to wafer yield …
influencing factors associated with the cause of defects is critical to wafer yield …
Data analysis using multidimensional modeling, statistical analysis and data mining on agriculture parameters
S Hira, PS Deshpande - Procedia Computer Science, 2015 - Elsevier
Generation of agriculture data has increased over past years to judge impact of agriculture
parameters to make action plan and to examine agriculture productivity. This data is …
parameters to make action plan and to examine agriculture productivity. This data is …
Combining an automatic material handling system with lean production to improve outgoing quality assurance in a semiconductor foundry
JJ Lyu, PS Chen, WT Huang - Production Planning & Control, 2021 - Taylor & Francis
This research uses a case study methodology to investigate ways of improving the outgoing
quality assurance (OQA) processes of a 12-inch wafer foundry. It applies the value stream …
quality assurance (OQA) processes of a 12-inch wafer foundry. It applies the value stream …
A Copula network deconvolution-based direct correlation disentangling framework for explainable fault detection in semiconductor wafer fabrication
Wafer fabrication is a highly complex manufacturing system. Using complex network models
to portray the correlation between parameters is an effective tool for finding the key …
to portray the correlation between parameters is an effective tool for finding the key …
A data-driven approach for identifying possible manufacturing processes and production parameters that cause product defects: A thin-film filter company case study
J Lyu, CW Liang, PS Chen - Ieee Access, 2020 - ieeexplore.ieee.org
A semiconductor or photoelectric manufacturer faces a more competitive market with small
quantities of many products. These products require hundreds of processes for production …
quantities of many products. These products require hundreds of processes for production …