Seok-Beom Roh

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 11

Top Topics

Nearest Neighbor Classifiers

Dynamically Generated

Radial Basis Function

Top Venues

IEEE Trans. Fuzzy Syst.

Int. J. Approx. Reason.

Publications

Kisung Seo, Seok-Beom Roh, Soonyong Gwon
Toward Symbolic Regression based Model Transform for Convolutional Neural Network. GECCO Companion (2023)
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Zheng Wang, Zunwei Fu, Kisung Seo
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. 30 (10) (2022)
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Zunwei Fu
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. 33 (4) (2022)
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Zunwei Fu
Design of Fuzzy Ensemble Architecture Realized With the Aid of FCM-Based Fuzzy Partition and NN With Weighted LSE Estimation. IEEE Trans. Fuzzy Syst. 29 (3) (2021)
Seok-Beom Roh, Yong-Soo Kim, Tae-Chon Ahn
Lazy Learning for Nonparametric Locally Weighted Regression. Int. J. Fuzzy Log. Intell. Syst. 20 (2) (2020)
Seok-Beom Roh, Sung-Kwun Oh, Jin Hee Yoon, Kisung Seo
Design of face recognition system based on fuzzy transform and radial basis function neural networks. Soft Comput. 23 (13) (2019)
Tae-Chon Ahn, Seok-Beom Roh, Yong-Soo Kim, Jihong Wang
Prototypes Reduction and Feature Selection based on Fuzzy Boundary Area for Nearest Neighbor Classifiers. Int. J. Fuzzy Syst. 21 (2) (2019)
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Kisung Seo, Zunwei Fu
Design methodology for Radial Basis Function Neural Networks classifier based on locally linear reconstruction and Conditional Fuzzy C-Means clustering. Int. J. Approx. Reason. 106 (2019)
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz
Identification of Black Plastics Based on Fuzzy RBF Neural Networks: Focused on Data Preprocessing Techniques Through Fourier Transform Infrared Radiation. IEEE Trans. Ind. Informatics 14 (5) (2018)
Seok-Beom Roh, Sung-Kwun Oh, Eun Kyu Park, Woo Zin Choi
Design of Radial Basis Function Neural Networks with Principal Component Analysis and Linear Discriminant Analysis for Black Plastic Identification. SCIS&ISIS (2016)
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Kisung Seo
Development of autofocusing algorithm based on fuzzy transforms. Fuzzy Sets Syst. 288 (2016)
Seok-Beom Roh, Witold Pedrycz, Tae-Chon Ahn
A design of granular fuzzy classifier. Expert Syst. Appl. 41 (15) (2014)
Seok-Beom Roh, Tae-Chon Ahn, Witold Pedrycz
Fuzzy linear regression based on Polynomial Neural Networks. Expert Syst. Appl. 39 (10) (2012)
Seok-Beom Roh, Ji-Won Jeong, Tae-Chon Ahn
Fuzzy Learning Vector Quantization based on Fuzzy k-Nearest Neighbor Prototypes. Int. J. Fuzzy Log. Intell. Syst. 11 (2) (2011)
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz
Design of fuzzy radial basis function-based polynomial neural networks. Fuzzy Sets Syst. 185 (1) (2011)
Sung-Kwun Oh, Witold Pedrycz, Seok-Beom Roh
Genetically optimized Hybrid Fuzzy Set-based Polynomial Neural Networks. J. Frankl. Inst. 348 (2) (2011)
Seok-Beom Roh, Tae-Chon Ahn, Witold Pedrycz
The design methodology of radial basis function neural networks based on fuzzy K-nearest neighbors approach. Fuzzy Sets Syst. 161 (13) (2010)
Seok-Beom Roh, Su-Chong Joo, Witold Pedrycz, Sung-Kwun Oh
The development of fuzzy radial basis function neural networks based on the concept of information ambiguity. Neurocomputing 73 (13-15) (2010)
Seok-Beom Roh, Tae-Chon Ahn, Witold Pedrycz
The Refinement of Models With the Aid of the Fuzzy k -Nearest Neighbors Approach. IEEE Trans. Instrum. Meas. 59 (3) (2010)
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz
A fuzzy ensemble of parallel polynomial neural networks with information granules formed by fuzzy clustering. Knowl. Based Syst. 23 (3) (2010)
Sung-Kwun Oh, Witold Pedrycz, Seok-Beom Roh
Hybrid fuzzy set-based polynomial neural networks and their development with the aid of genetic optimization and information granulation. Appl. Soft Comput. 9 (3) (2009)
Sung-Kwun Oh, Seok-Beom Roh, Witold Pedrycz, Tae-Chon Ahn
IG-based genetically optimized fuzzy polynomial neural networks with fuzzy set-based polynomial neurons. Neurocomputing 70 (16-18) (2007)
Seok-Beom Roh, Sung-Kwun Oh, Tae-Chon Ahn
GA-Driven Fuzzy Set-Based Polynomial Neural Networks with Information Granules for Multi-variable Software Process. ISNN (2) (2007)
Seok-Beom Roh, Tae-Chon Ahn
Fuzzy Combined Polynomial Neural Networks. KES (3) (2007)
Seok-Beom Roh, Witold Pedrycz, Sung-Kwun Oh
Genetic Optimization of Fuzzy Polynomial Neural Networks. IEEE Trans. Ind. Electron. 54 (4) (2007)
Sung-Kwun Oh, Witold Pedrycz, Seok-Beom Roh
Genetically optimized fuzzy polynomial neural networks with fuzzy set-based polynomial neurons. Inf. Sci. 176 (23) (2006)
Seok-Beom Roh, Hyung-Soo Hwang, Tae-Chon Ahn
An Advanced Design Methodology of Fuzzy Set-Based Polynomial Neural Networks with the Aid of Symbolic Gene Type Genetic Algorithms and Information Granulation. ICONIP (3) (2006)
Seok-Beom Roh, Sung-Kwun Oh, Tae-Chon Ahn
A New Design Methodology of Fuzzy Set-Based Polynomial Neural Networks with Symbolic Gene Type Genetic Algorithms. ISNN (1) (2006)
Tae-Chon Ahn, Kyung-Won Jang, Seok-Beom Roh
Genetically Optimized Fuzzy Set-Based Polynomial Neural Networks Based on Information Granules with Aids of Symbolic Genetic Algorithms. KES (3) (2006)
Sung-Kwun Oh, Seok-Beom Roh, Yong-Kab Kim
Design of Genetic Fuzzy Set-Based Polynomial Neural Networks with the Aid of Information Granulation. ISNN (1) (2005)
Sung-Kwun Oh, Seok-Beom Roh, Keon-Jun Park
Genetically Optimized Hybrid Fuzzy Set-based Polynomial Neural Networks with Polynomial and Fuzzy Polynomial Neurons. Int. J. Fuzzy Log. Intell. Syst. 5 (4) (2005)
Sung-Kwun Oh, Seok-Beom Roh, Daehee Park, Yong-Kab Kim
FSPN-Based Genetically Optimized Fuzzy Polynomial Neural Networks. ICCSA (4) (2005)
Sung-Kwun Oh, Seok-Beom Roh, Tae-Chon Ahn
Parameter Estimation of Fuzzy Controller Using Genetic Optimization and Neurofuzzy Networks. ISNN (3) (2005)
Sung-Kwun Oh, Seok-Beom Roh, Witold Pedrycz
A New Approach to Genetically Optimized Hybrid Fuzzy Set-Based Polynomial Neural Networks with FSPNs and PNs. MDAI (2005)
Sung-Kwun Oh, Seok-Beom Roh, Witold Pedrycz, Jong-Beom Lee
IG-Based Genetically Optimized Fuzzy Polynomial Neural Networks. IWANN (2005)
Sung-Kwun Oh, Seok-Beom Roh
The Design of Fuzzy Controller by Means of Evolutionary Computing and Neurofuzzy Networks. International Conference on Computational Science (3) (2005)
Sung-Kwun Oh, Seok-Beom Roh, Dong-Yoon Lee
The Design Methodology of Fuzzy Controller Based on Information Granulation (IG)-Based Optimization Approach. International Conference on Computational Science (2004)
Sung-Kwun Oh, Witold Pedrycz, Seok-Beom Roh, Tae-Chon Ahn
Parameter estimation of fuzzy controller and its application to inverted pendulum. Eng. Appl. Artif. Intell. 17 (1) (2004)
Sung-Kwun Oh, Seok-Beom Roh, Dong-Yoon Lee, Sung-Whan Jang
The Design of Fuzzy Controller by Means of CI Technologies-Based Estimation Technique. ISNN (2) (2004)