Seok-Beom Roh

Orcid: 0000-0001-7277-6869

According to our database1, Seok-Beom Roh authored at least 41 papers between 2004 and 2024.

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Bibliography

2024
Self-Organizing Hybrid Fuzzy Polynomial Neural Network Classifier Driven Through Dynamically Adaptive Structure and Compound Regularization Technique.
IEEE Trans. Fuzzy Syst., September, 2024

2023
Toward Symbolic Regression based Model Transform for Convolutional Neural Network.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022
Dynamically Generated Hierarchical Neural Networks Designed With the Aid of Multiple Support Vector Regressors and PNN Architecture With Probabilistic Selection.
IEEE Trans. Neural Networks Learn. Syst., 2022

Design of Iterative Fuzzy Radial Basis Function Neural Networks Based on Iterative Weighted Fuzzy C-Means Clustering and Weighted LSE Estimation.
IEEE Trans. Fuzzy Syst., 2022

2021
Design of Fuzzy Ensemble Architecture Realized With the Aid of FCM-Based Fuzzy Partition and NN With Weighted LSE Estimation.
IEEE Trans. Fuzzy Syst., 2021

2020
Lazy Learning for Nonparametric Locally Weighted Regression.
Int. J. Fuzzy Log. Intell. Syst., 2020

2019
Design of face recognition system based on fuzzy transform and radial basis function neural networks.
Soft Comput., 2019

Prototypes Reduction and Feature Selection based on Fuzzy Boundary Area for Nearest Neighbor Classifiers.
Int. J. Fuzzy Syst., 2019

Design methodology for Radial Basis Function Neural Networks classifier based on locally linear reconstruction and Conditional Fuzzy C-Means clustering.
Int. J. Approx. Reason., 2019

2018
Identification of Black Plastics Based on Fuzzy RBF Neural Networks: Focused on Data Preprocessing Techniques Through Fourier Transform Infrared Radiation.
IEEE Trans. Ind. Informatics, 2018

2016
Development of autofocusing algorithm based on fuzzy transforms.
Fuzzy Sets Syst., 2016

Design of Radial Basis Function Neural Networks with Principal Component Analysis and Linear Discriminant Analysis for Black Plastic Identification.
Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

2014
Design of Radial Basis Function Classifier Based on Polynomial Neural Networks.
Proceedings of the Soft Computing in Artificial Intelligence, 2014

A design of granular fuzzy classifier.
Expert Syst. Appl., 2014

2012
Fuzzy linear regression based on Polynomial Neural Networks.
Expert Syst. Appl., 2012

2011
Genetically optimized Hybrid Fuzzy Set-based Polynomial Neural Networks.
J. Frankl. Inst., 2011

Fuzzy Learning Vector Quantization based on Fuzzy k-Nearest Neighbor Prototypes.
Int. J. Fuzzy Log. Intell. Syst., 2011

Design of fuzzy radial basis function-based polynomial neural networks.
Fuzzy Sets Syst., 2011

2010
The Refinement of Models With the Aid of the Fuzzy k -Nearest Neighbors Approach.
IEEE Trans. Instrum. Meas., 2010

A fuzzy ensemble of parallel polynomial neural networks with information granules formed by fuzzy clustering.
Knowl. Based Syst., 2010

The development of fuzzy radial basis function neural networks based on the concept of information ambiguity.
Neurocomputing, 2010

The design methodology of radial basis function neural networks based on fuzzy K-nearest neighbors approach.
Fuzzy Sets Syst., 2010

2009
Hybrid fuzzy set-based polynomial neural networks and their development with the aid of genetic optimization and information granulation.
Appl. Soft Comput., 2009

2007
Genetic Optimization of Fuzzy Polynomial Neural Networks.
IEEE Trans. Ind. Electron., 2007

IG-based genetically optimized fuzzy polynomial neural networks with fuzzy set-based polynomial neurons.
Neurocomputing, 2007

Fuzzy Combined Polynomial Neural Networks.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

GA-Driven Fuzzy Set-Based Polynomial Neural Networks with Information Granules for Multi-variable Software Process.
Proceedings of the Advances in Neural Networks, 2007

2006
Genetically optimized fuzzy polynomial neural networks with fuzzy set-based polynomial neurons.
Inf. Sci., 2006

Genetically Optimized Fuzzy Set-Based Polynomial Neural Networks Based on Information Granules with Aids of Symbolic Genetic Algorithms.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

A New Design Methodology of Fuzzy Set-Based Polynomial Neural Networks with Symbolic Gene Type Genetic Algorithms.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

An Advanced Design Methodology of Fuzzy Set-Based Polynomial Neural Networks with the Aid of Symbolic Gene Type Genetic Algorithms and Information Granulation.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005
Genetically Optimized Hybrid Fuzzy Set-based Polynomial Neural Networks with Polynomial and Fuzzy Polynomial Neurons.
Int. J. Fuzzy Log. Intell. Syst., 2005

A New Approach to Genetically Optimized Hybrid Fuzzy Set-Based Polynomial Neural Networks with FSPNs and PNs.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2005

IG-Based Genetically Optimized Fuzzy Polynomial Neural Networks.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Design of Genetic Fuzzy Set-Based Polynomial Neural Networks with the Aid of Information Granulation.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Parameter Estimation of Fuzzy Controller Using Genetic Optimization and Neurofuzzy Networks.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

FSPN-Based Genetically Optimized Fuzzy Polynomial Neural Networks.
Proceedings of the Computational Science and Its Applications, 2005

The Design of Fuzzy Controller by Means of Evolutionary Computing and Neurofuzzy Networks.
Proceedings of the Computational Science, 2005

2004
Parameter estimation of fuzzy controller and its application to inverted pendulum.
Eng. Appl. Artif. Intell., 2004

The Design of Fuzzy Controller by Means of CI Technologies-Based Estimation Technique.
Proceedings of the Advances in Neural Networks, 2004

The Design Methodology of Fuzzy Controller Based on Information Granulation (IG)-Based Optimization Approach.
Proceedings of the Computational Science, 2004


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