발행물

전체 논문

391

1

Incremental Fuzzy Clustering-Based Neural Networks Driven with the Aid of Dynamic Input Space Partition and Quasi-Fuzzy Local Models
오성권, Zhang, Congcong, WitoldPedrycz, 준웨이푸
IEEE Transactions on Cybernetics, 202302

2

Data preprocessing strategy in constructing convolutional neural network classifier based on constrained particle swarm optimization with fuzzy penalty function
Zhou Kun, Oh Sung-Kwun, Pedrycz Witold, Qiu Jianlong
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 202301

3

Motion-blurred image restoration framework based on parameter estimation and fuzzy radial basis function neural networks
Zhao Shengmin, Oh Sung-Kwun, Kim Jin-Yul, Fu Zunwei, Pedrycz Witold
PATTERN RECOGNITION, 202212

4

Design of Reinforced Fuzzy Model Driven to Feature Selection Through Univariable-Based Correlation and Multivariable-Based Determination Coefficient Analysis
Kim Eun-Hu, Oh Sung-Kwun, Pedrycz Witold, Fu Zunwei
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 202210

5

Design of Iterative Fuzzy Radial Basis Function Neural Networks Based on Iterative Weighted Fuzzy C-Means Clustering and Weighted LSE Estimation
Roh Seok-Beom, Oh Sung-Kwun, Pedrycz Witold, Wang Zheng, Fu Zunwei, Seo Kisung
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 202210

6

Hybrid fuzzy multiple SVM classifier through feature fusion based on convolution neural networks and its practical applications
Yang Cheng, Oh Sung-Kwun, Yang Bo, Pedrycz Witold, Wang Lin
EXPERT SYSTEMS WITH APPLICATIONS, 202209

7

Reinforced fuzzy clustering-based rule model constructed with the aid of exponentially weighted l(2) regularization strategy and augmented random vector functional link network
Zhang Congcong, Oh Sung-Kwun, Pedrycz Witold, Fu Zunwei, Lu Shanzhen
FUZZY SETS AND SYSTEMS, 202208

8

Design of data feature-driven 1D/2D convolutional neural networks classifier for recycling black plastic wastes through laser spectroscopy
Zhou Kun, Oh Sung-Kwun, Pedrycz Witold, Qiu Jianlong, Fu Zunwei, Ryu Byung-Gun
ADVANCED ENGINEERING INFORMATICS, 202208

9

Double iterative learning-based polynomial based-RBFNNs driven by the aid of support vector-based kernel fuzzy clustering and least absolute shrinkage deviations
Huang Hao, Oh Sung-Kwun, Wu Chuan-Kun, Pedrycz Witold
FUZZY SETS AND SYSTEMS, 202208

10

Ensemble fuzzy radial basis function neural networks architecture driven with the aid of multi-optimization through clustering techniques and polynomial-based learning
Yang Cheng, Wang Zheng, Oh Sung-Kwun, Pedrycz Witold, Yang Bo
FUZZY SETS AND SYSTEMS, 202206