Seok-Beom Roh

44 papers B 1Misc 3Journal 28Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive spatial-temporal graph attention network for real-time traffic forecasting.
Eng. Appl. Artif. Intell.
Hao Huang, Jee-Hyong Lee, Yanling Ge, Seok-Beom Roh, Xue Zhao
2026 J jnl
Dynamical polynomial-based self-organizing neural networks designed through autoencoder-driven feature selection and adaptive neuron pruning.
Inf. Sci.
Zhen Wang, Sung-Kwun Oh, Zunwei Fu, Seok-Beom Roh, Eun-Hu Kim, Jin-Yul Kim
2025 J jnl
Dynamical multiple polynomial-based neural networks classifier realized with the aid of dropfilter and dual statistical selection.
Eng. Appl. Artif. Intell.
Zhen Wang, Sung-Kwun Oh, Zunwei Fu, Seok-Beom Roh, Witold Pedrycz
2024 J jnl
Self-Organizing Hybrid Fuzzy Polynomial Neural Network Classifier Driven Through Dynamically Adaptive Structure and Compound Regularization Technique.
IEEE Trans. Fuzzy Syst.
Zhen Wang, Sung-Kwun Oh, Zunwei Fu, Witold Pedrycz, Seok-Beom Roh, Jin Hee Yoon
2023 — conf
Toward Symbolic Regression based Model Transform for Convolutional Neural Network.
GECCO Companion
Kisung Seo, Seok-Beom Roh, Soonyong Gwon
2022 J jnl
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.
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Zheng Wang, Zunwei Fu, Kisung Seo
2022 J jnl
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.
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Zunwei Fu
2021 J jnl
Design of Fuzzy Ensemble Architecture Realized With the Aid of FCM-Based Fuzzy Partition and NN With Weighted LSE Estimation.
IEEE Trans. Fuzzy Syst.
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Zunwei Fu
2020 J jnl
Lazy Learning for Nonparametric Locally Weighted Regression.
Int. J. Fuzzy Log. Intell. Syst.
Seok-Beom Roh, Yong-Soo Kim, Tae-Chon Ahn
2019 J jnl
Design methodology for Radial Basis Function Neural Networks classifier based on locally linear reconstruction and Conditional Fuzzy C-Means clustering.
Int. J. Approx. Reason.
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Kisung Seo, Zunwei Fu
2019 J jnl
Design of face recognition system based on fuzzy transform and radial basis function neural networks.
Soft Comput.
Seok-Beom Roh, Sung-Kwun Oh, Jin Hee Yoon, Kisung Seo
2019 J jnl
Prototypes Reduction and Feature Selection based on Fuzzy Boundary Area for Nearest Neighbor Classifiers.
Int. J. Fuzzy Syst.
Tae-Chon Ahn, Seok-Beom Roh, Yong-Soo Kim, Jihong Wang
2018 J jnl
Identification of Black Plastics Based on Fuzzy RBF Neural Networks: Focused on Data Preprocessing Techniques Through Fourier Transform Infrared Radiation.
IEEE Trans. Ind. Informatics
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz
2016 — conf
Design of Radial Basis Function Neural Networks with Principal Component Analysis and Linear Discriminant Analysis for Black Plastic Identification.
SCIS&ISIS
Seok-Beom Roh, Sung-Kwun Oh, Eun Kyu Park, Woo Zin Choi
2016 J jnl
Development of autofocusing algorithm based on fuzzy transforms.
Fuzzy Sets Syst.
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Kisung Seo
2014 J jnl
A design of granular fuzzy classifier.
Expert Syst. Appl.
Seok-Beom Roh, Witold Pedrycz, Tae-Chon Ahn
2014 — ch.
Design of Radial Basis Function Classifier Based on Polynomial Neural Networks.
Soft Computing in Artificial Intelligence
Tae-Chon Ahn, Seok-Beom Roh, Zi Long Yin, Yong-Soo Kim
2012 J jnl
Fuzzy linear regression based on Polynomial Neural Networks.
Expert Syst. Appl.
Seok-Beom Roh, Tae-Chon Ahn, Witold Pedrycz
2011 J jnl
Design of fuzzy radial basis function-based polynomial neural networks.
Fuzzy Sets Syst.
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz
2011 J jnl
Fuzzy Learning Vector Quantization based on Fuzzy k-Nearest Neighbor Prototypes.
Int. J. Fuzzy Log. Intell. Syst.
Seok-Beom Roh, Ji-Won Jeong, Tae-Chon Ahn
2011 J jnl
Genetically optimized Hybrid Fuzzy Set-based Polynomial Neural Networks.
J. Frankl. Inst.
Sung-Kwun Oh, Witold Pedrycz, Seok-Beom Roh
2010 J jnl
A fuzzy ensemble of parallel polynomial neural networks with information granules formed by fuzzy clustering.
Knowl. Based Syst.
Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz
2010 J jnl
The Refinement of Models With the Aid of the Fuzzy k -Nearest Neighbors Approach.
IEEE Trans. Instrum. Meas.
Seok-Beom Roh, Tae-Chon Ahn, Witold Pedrycz
2010 J jnl
The design methodology of radial basis function neural networks based on fuzzy K-nearest neighbors approach.
Fuzzy Sets Syst.
Seok-Beom Roh, Tae-Chon Ahn, Witold Pedrycz
2010 J jnl
The development of fuzzy radial basis function neural networks based on the concept of information ambiguity.
Neurocomputing
Seok-Beom Roh, Su-Chong Joo, Witold Pedrycz, Sung-Kwun Oh
2009 J jnl
Hybrid fuzzy set-based polynomial neural networks and their development with the aid of genetic optimization and information granulation.
Appl. Soft Comput.
Sung-Kwun Oh, Witold Pedrycz, Seok-Beom Roh
2007 — conf
Fuzzy Combined Polynomial Neural Networks.
KES (3)
Seok-Beom Roh, Tae-Chon Ahn
2007 — conf
GA-Driven Fuzzy Set-Based Polynomial Neural Networks with Information Granules for Multi-variable Software Process.
ISNN (2)
Seok-Beom Roh, Sung-Kwun Oh, Tae-Chon Ahn
2007 J jnl
Genetic Optimization of Fuzzy Polynomial Neural Networks.
IEEE Trans. Ind. Electron.
Seok-Beom Roh, Witold Pedrycz, Sung-Kwun Oh
2007 J jnl
IG-based genetically optimized fuzzy polynomial neural networks with fuzzy set-based polynomial neurons.
Neurocomputing
Sung-Kwun Oh, Seok-Beom Roh, Witold Pedrycz, Tae-Chon Ahn
2006 — conf
A New Design Methodology of Fuzzy Set-Based Polynomial Neural Networks with Symbolic Gene Type Genetic Algorithms.
ISNN (1)
Seok-Beom Roh, Sung-Kwun Oh, Tae-Chon Ahn
2006 — conf
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)
Seok-Beom Roh, Hyung-Soo Hwang, Tae-Chon Ahn
2006 — conf
Genetically Optimized Fuzzy Set-Based Polynomial Neural Networks Based on Information Granules with Aids of Symbolic Genetic Algorithms.
KES (3)
Tae-Chon Ahn, Kyung-Won Jang, Seok-Beom Roh
2006 J jnl
Genetically optimized fuzzy polynomial neural networks with fuzzy set-based polynomial neurons.
Inf. Sci.
Sung-Kwun Oh, Witold Pedrycz, Seok-Beom Roh
2005 B conf
A New Approach to Genetically Optimized Hybrid Fuzzy Set-Based Polynomial Neural Networks with FSPNs and PNs.
MDAI
Sung-Kwun Oh, Seok-Beom Roh, Witold Pedrycz
2005 — conf
Design of Genetic Fuzzy Set-Based Polynomial Neural Networks with the Aid of Information Granulation.
ISNN (1)
Sung-Kwun Oh, Seok-Beom Roh, Yong-Kab Kim
2005 — conf
FSPN-Based Genetically Optimized Fuzzy Polynomial Neural Networks.
ICCSA (4)
Sung-Kwun Oh, Seok-Beom Roh, Daehee Park, Yong-Kab Kim
2005 J jnl
Genetically Optimized Hybrid Fuzzy Set-based Polynomial Neural Networks with Polynomial and Fuzzy Polynomial Neurons.
Int. J. Fuzzy Log. Intell. Syst.
Sung-Kwun Oh, Seok-Beom Roh, Keon-Jun Park
2005 Misc conf
IG-Based Genetically Optimized Fuzzy Polynomial Neural Networks.
IWANN
Sung-Kwun Oh, Seok-Beom Roh, Witold Pedrycz, Jong-Beom Lee
2005 — conf
Parameter Estimation of Fuzzy Controller Using Genetic Optimization and Neurofuzzy Networks.
ISNN (3)
Sung-Kwun Oh, Seok-Beom Roh, Tae-Chon Ahn
2005 Misc conf
The Design of Fuzzy Controller by Means of Evolutionary Computing and Neurofuzzy Networks.
International Conference on Computational Science (3)
Sung-Kwun Oh, Seok-Beom Roh
2004 J jnl
Parameter estimation of fuzzy controller and its application to inverted pendulum.
Eng. Appl. Artif. Intell.
Sung-Kwun Oh, Witold Pedrycz, Seok-Beom Roh, Tae-Chon Ahn
2004 Misc conf
The Design Methodology of Fuzzy Controller Based on Information Granulation (IG)-Based Optimization Approach.
International Conference on Computational Science
Sung-Kwun Oh, Seok-Beom Roh, Dong-Yoon Lee
2004 — conf
The Design of Fuzzy Controller by Means of CI Technologies-Based Estimation Technique.
ISNN (2)
Sung-Kwun Oh, Seok-Beom Roh, Dong-Yoon Lee, Sung-Whan Jang