MRS-kNN fault detection method for multirate sampling process based variable grouping threshold

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

Long Wen, Liang Gao, Yuyan Zhang · IEEE Transactions on Industrial Electronics · 2017 · 2.1K citations

Computing, Computer Science, Manufacturing Engineering +17

Survey on data-driven industrial process monitoring and diagnosis

S. Joe Qin · Annual Reviews in Control · 2012 · 1.4K citations

Engineering, Industrial Engineering, Systems Engineering +12

Efficient kNN Classification With Different Numbers of Nearest Neighbors

Shichao Zhang, Ming Zong, Xiaofeng Zhu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 1.4K citations · Full text

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Nonlinear process monitoring using kernel principal component analysis

Jong‐Min Lee, ChangKyoo Yoo, Sang Wook Choi et al. · Chemical Engineering Science · 2003 · 1.1K citations

Computing, Industrial Engineering, Systems Engineering +14

Data Mining and Analytics in the Process Industry: The Role of Machine Learning

Zhiqiang Ge, Zhihuan Song, Steven X. Ding et al. · IEEE Access · 2017 · 895 citations · Full text

Computing, Computer Science, Data Science +11