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Keywords: shallow learning classifier
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Journal Articles

Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models

Nagendra Singh Ranawat, Jatin Prakash, Ankur Miglani, Pavan Kumar Kankar
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051015.
Paper No: JCISE-22-1372
https://doi.org/10.1115/1.4062425
Published Online: May 9, 2023
... on such images; thus, features are extracted from different pooling layers which include shallow features too. The features extracted from different layers are fed to four shallow learning classifiers: Quadratic SVM, Weighted k-nearest network, Narrow Neural network, and subspace discriminant classifier...
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Topics: Artificial neural networks, Centrifugal pumps, Pressure, Pumps, Signals, Suction, Support vector machines, Feature extraction, Algorithms, Machine learning