Eun-Hu Kim

23 papers Journal 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
A study on hand gesture recognition algorithm realized with the aid of efficient feature extraction method and convolution neural networks: design and its application to VR environment.
Soft Comput.
Zhen Wang, Sung-Hoon Yoo, Sung-Kwun Oh, Eun-Hu Kim, Zheng Wang, Zunwei Fu, Yuepeng Jiang, Witold Pedrycz
2026 J jnl
BPFNN: Bayesian Probabilistic Fuzzy Neural Networks for Uncertainty-Aware Clustering and Probabilistic Fuzzy Reasoning.
IEEE Trans. Cybern.
Yunlong Zhu, Haibin Duan, Zheng Wang, Eun-Hu Kim, Zunwei Fu, Witold Pedrycz
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
A probabilistic mixture-of-experts regression framework with structure-aware feature representation adaptation in GMM-guided posterior-weighted RVFL networks.
Knowl. Based Syst.
Junyue Zhu, Congcong Zhang, Eun-Hu Kim, Zunwei Fu, Witold Pedrycz
2025 J jnl
Attention-based fuzzy neural networks designed for early warning of financial crises of listed companies.
Inf. Sci.
Mengyang Zhao, Yan Song, Hao Huang, Eun-Hu Kim
2025 J jnl
Corrections to "Robust Classification via Interval Type-2 Fuzzy C-Means and Gradient Boosting".
IEEE Trans. Fuzzy Syst.
Yunlong Zhu, Haibin Duan, Zheng Wang, Eun-Hu Kim, Zunwei Fu, Witold Pedrycz
2025 J jnl
Data Transformation-Driven Fuzzy Clustering Neural Network With Layerwise and End-to-End Training.
IEEE Trans. Fuzzy Syst.
Yuntao You, Zhen Wang, Zunwei Fu, Eun-Hu Kim, Hao Huang, Witold Pedrycz
2025 J jnl
Robust Classification via Interval Type-2 Fuzzy C-Means and Gradient Boosting.
IEEE Trans. Fuzzy Syst.
Yunlong Zhu, Haibin Duan, Zheng Wang, Eun-Hu Kim, Zunwei Fu, Witold Pedrycz
2024 J jnl
DCNN: Dual Cross-current Neural Networks Realized Using An Interactive Deep Learning Discriminator for Fine-grained Objects.
CoRR
Da Fu, Mingfei Rong, Eun-Hu Kim, Hao Huang, Witold Pedrycz
2024 J jnl
Design of Tobacco Leaves Classifier Through Fuzzy Clustering-Based Neural Networks With Multiple Histogram Analyses of Images.
IEEE Trans. Ind. Informatics
Eun-Hu Kim, Zheng Wang, Hao Zong, Ziwu Jiang, Zunwei Fu, Witold Pedrycz
2024 J jnl
Fuzzy clustering-based neural network based on linear fitting residual-driven weighted fuzzy clustering and convolutional regularization strategy.
Appl. Soft Comput.
Fan Bu, Congcong Zhang, Eun-Hu Kim, Dachun Yang, Zunwei Fu, Witold Pedrycz
2024 J jnl
Reinforced Fuzzy-Rule-Based Neural Networks Realized Through Streamlined Feature Selection Strategy and Fuzzy Clustering With Distance Variation.
IEEE Trans. Fuzzy Syst.
Zheng Wang, Eun-Hu Kim, Sung-Kwun Oh, Witold Pedrycz, Zunwei Fu, Jin Hee Yoon
2023 J jnl
Noise-Robust Fuzzy Classifier Designed With the Aid of Type-2 Fuzzy Clustering and Enhanced Learning.
IEEE Access
Ziwu Jiang, Zheng Wang, Eun-Hu Kim
2023 J jnl
Rule-based fuzzy neural networks realized with the aid of linear function Prototype-driven fuzzy clustering and layer Reconstruction-based network design strategy.
Expert Syst. Appl.
Sang-Beom Park, Sung-Kwun Oh, Eun-Hu Kim, Witold Pedrycz
2022 J jnl
Design of Reinforced Fuzzy Model Driven to Feature Selection Through Univariable-Based Correlation and Multivariable-Based Determination Coefficient Analysis.
IEEE Trans. Fuzzy Syst.
Eun-Hu Kim, Sung-Kwun Oh, Witold Pedrycz, Zunwei Fu
2022 J jnl
Design of stabilized fuzzy relation-based neural networks driven to ensemble neurons/layers and multi-optimization.
Neurocomputing
Zheng Wang, Sung-Kwun Oh, Witold Pedrycz, Eun-Hu Kim, Zunwei Fu
2022 J jnl
Hierarchically Reorganized Multi-Layer Fuzzy Neural Networks Architecture Driven With the Aid of Node Selection Strategies and Structural Network Optimization.
IEEE Access
Zheng Wang, Sung-Kwun Oh, Eun-Hu Kim, Zunwei Fu, Witold Pedrycz
2020 J jnl
Reinforced Fuzzy Clustering-Based Ensemble Neural Networks.
IEEE Trans. Fuzzy Syst.
Eun-Hu Kim, Sung-Kwun Oh, Witold Pedrycz, Zunwei Fu
2019 J jnl
Design of meteorological pattern classification system based on FCM-based radial basis function neural networks using meteorological radar data.
Soft Comput.
Eun-Hu Kim, Jun-Hyun Ko, Sung-Kwun Oh, Kisung Seo
2018 J jnl
Design of Reinforced Interval Type-2 Fuzzy C-Means-Based Fuzzy Classifier.
IEEE Trans. Fuzzy Syst.
Eun-Hu Kim, Sung-Kwun Oh, Witold Pedrycz
2018 J jnl
Design of double fuzzy clustering-driven context neural networks.
Neural Networks
Eun-Hu Kim, Sung-Kwun Oh, Witold Pedrycz
2018 J jnl
Reinforced hybrid interval fuzzy neural networks architecture: Design and analysis.
Neurocomputing
Eun-Hu Kim, Sung-Kwun Oh, Witold Pedrycz
2017 J jnl
Reinforced rule-based fuzzy models: Design and analysis.
Knowl. Based Syst.
Eun-Hu Kim, Sung-Kwun Oh, Witold Pedrycz