Design of Optimized Fuzzy C-Means Clustering based Radial Basis Function Neural Network for Partial Discharge Pattern Classifier: Comparative Study

Byeong-Kuk Jeong; Sung-Kwun Oh; Young-Il Kim

doi:10.5391/jkiis.2021.31.6.457

Design of Optimized Fuzzy C-Means Clustering based Radial Basis Function Neural Network for Partial Discharge Pattern Classifier: Comparative Study

Journal of Korean institute of intelligent systems ◽

10.5391/jkiis.2021.31.6.457 ◽

2021 ◽

Vol 31 (6) ◽

pp. 457-464

Author(s):

Byeong-Kuk Jeong ◽

Sung-Kwun Oh ◽

Young-Il Kim

Keyword(s):

Neural Network ◽

Comparative Study ◽

Radial Basis Function ◽

Basis Function ◽

Partial Discharge ◽

Discharge Pattern ◽

Fuzzy C Means ◽

Radial Basis ◽

Fuzzy C Means Clustering ◽

Pattern Classifier

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Partial Discharge Pattern Recognition Using Radial Basis Function Neural Network

2010 Asia-Pacific Power and Energy Engineering Conference ◽

10.1109/appeec.2010.5449354 ◽

2010 ◽

Cited By ~ 5

Author(s):

Wen-Yeau Chang

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Radial Basis Function ◽

Basis Function ◽

Partial Discharge ◽

Discharge Pattern ◽

Radial Basis

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Partial Discharge Pattern Recognition of Cast Resin Current Transformers Using Radial Basis Function Neural Network

Journal of Electrical Engineering and Technology ◽

10.5370/jeet.2014.9.1.293 ◽

2014 ◽

Vol 9 (1) ◽

pp. 293-300 ◽

Cited By ~ 4

Author(s):

Wen-Yeau Chang

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Radial Basis Function ◽

Basis Function ◽

Partial Discharge ◽

Discharge Pattern ◽

Current Transformers ◽

Radial Basis

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Comparative study of radial basis function and Bayesian neural network approaches in nuclear mass predictions

Physical Review C ◽

10.1103/physrevc.100.054311 ◽

2019 ◽

Vol 100 (5) ◽

Cited By ~ 1

Author(s):

Z. M. Niu ◽

J. Y. Fang ◽

Y. F. Niu

Keyword(s):

Neural Network ◽

Comparative Study ◽

Radial Basis Function ◽

Basis Function ◽

Nuclear Mass ◽

Bayesian Neural Network ◽

Radial Basis ◽

Network Approaches

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A New Radial Basis Function Neural Network-Based Method for Denoising of Partial Discharge Signals

Measurement ◽

10.1016/j.measurement.2021.108970 ◽

2021 ◽

pp. 108970

Author(s):

Amir Abbas Soltani ◽

Ayman El-Hag

Keyword(s):

Neural Network ◽

Radial Basis Function ◽

Basis Function ◽

Partial Discharge ◽

Radial Basis

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Comparative Study of Radial Basis Function Neural Network with Estimation of Eigenvalue in Image Using MATLAB

Recent Advances in Information Technology - Advances in Intelligent Systems and Computing ◽

10.1007/978-81-322-1856-2_16 ◽

2014 ◽

pp. 141-146 ◽

Cited By ~ 2

Author(s):

Abhisek Paul ◽

Paritosh Bhattacharya ◽

Santi Prasad Maity

Keyword(s):

Neural Network ◽

Comparative Study ◽

Radial Basis Function ◽

Basis Function ◽

Radial Basis

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Modelling flood prediction using Radial Basis Function Neural Network (RBFNN) and inverse model: A comparative study

2013 IEEE International Conference on Control System, Computing and Engineering ◽

10.1109/iccsce.2013.6720031 ◽

2013 ◽

Cited By ~ 5

Author(s):

Fazlina Ahmat Ruslan ◽

Abd Manan Samad ◽

Zainazlan Md Zain ◽

Ramli Adnan

Keyword(s):

Neural Network ◽

Comparative Study ◽

Radial Basis Function ◽

Basis Function ◽

Inverse Model ◽

Flood Prediction ◽

Radial Basis

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Adaptive fuzzy c-means clustering algorithm for a radial basis function network

International Journal of Systems Science ◽

10.1080/00207720120790 ◽

2001 ◽

Vol 32 (1) ◽

pp. 53-63 ◽

Cited By ~ 8

Author(s):

M. Y. Mashor

Keyword(s):

Radial Basis Function ◽

Basis Function ◽

Clustering Algorithm ◽

Radial Basis Function Network ◽

Adaptive Fuzzy ◽

Fuzzy C Means ◽

Radial Basis ◽

Fuzzy C Means Clustering ◽

Function Network

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Monitoring the quality of water in shrimp ponds and forecasting of dissolved oxygen using Fuzzy C means clustering based radial basis function neural networks

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-020-01900-8 ◽

2020 ◽

Cited By ~ 1

Author(s):

A. P. Roger Rozario ◽

N. Devarajan

Keyword(s):

Neural Networks ◽

Dissolved Oxygen ◽

Radial Basis Function ◽

Basis Function ◽

Shrimp Ponds ◽

Fuzzy C Means ◽

Quality Of Water ◽

Radial Basis ◽

Fuzzy C Means Clustering

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A Comparative Study on Artificial Neural Network and Radial Basis Function for Modelling Output Response from Computer Simulated Experiments

Recent Advances in Information and Communication Technology 2020 - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-44044-2_14 ◽

2020 ◽

pp. 137-148

Author(s):

Anamai Na-udom ◽

Jaratsri Rungrattanaubol

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Comparative Study ◽

Radial Basis Function ◽

Basis Function ◽

Output Response ◽

Radial Basis ◽

Artificial Neural

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Design methodology for Radial Basis Function Neural Networks classifier based on locally linear reconstruction and Conditional Fuzzy C-Means clustering

International Journal of Approximate Reasoning ◽

10.1016/j.ijar.2019.01.008 ◽

2019 ◽

Vol 106 ◽

pp. 228-243 ◽

Cited By ~ 9

Author(s):

Seok-Beom Roh ◽

Sung-Kwun Oh ◽

Witold Pedrycz ◽

Kisung Seo ◽

Zunwei Fu

Keyword(s):

Neural Networks ◽

Radial Basis Function ◽

Basis Function ◽

Design Methodology ◽

Fuzzy C Means ◽

Radial Basis ◽

Fuzzy C Means Clustering ◽

Linear Reconstruction ◽

Locally Linear

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