Sung‐Kwun Oh

Linyi University — China

Computer Science · Physical Sciences

37h-index5.1kcitations413works6.42yr avg
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Research Topics

Neural Networks and Applications(245), Fuzzy Logic and Control Systems(243), Face and Expression Recognition(56), Rough Sets and Fuzzy Logic(38), Evolutionary Algorithms and Applications(36)

Publications413 total

Reinforced Dual-Flow Neural Network for Tabular Data Classification With Dynamical Transformer and Fuzzy Clustering
IEEE Transactions on Fuzzy Systems·2025
Dynamical polynomial-based self-organizing neural networks designed through autoencoder-driven feature selection and adaptive neuron pruning
Information Sciences·2025
Environmental Cost Analysis of Generative AI and Digital Resources : Proposing Sustainability Strategies for the Design Field
Journal of Basic Design & Art·2025
Dual Weight Vector-driven Iterative Reinforced Fuzzy Clustering-based Network Architecture by Autoencoder-based Interval Weighting Strategy and Residual-based Tournament Selection Mechanism
Fuzzy Sets and Systems·2025
Resilient emotional dynamics in a fuzzy happiness model: Cognitive and noncognitive perspectives
Fuzzy Sets and Systems·2025
Dynamical multiple polynomial-based neural networks classifier realized with the aid of dropfilter and dual statistical selection
Engineering Applications of Artificial Intelligence·2025· 1 citedOpen Access
Kernel contextual fuzzy rule model based on conditional input space partitioning driven by data reconstruction in autoencoder and randomization-based neural networks
Knowledge-Based Systems·2025
Comparative Analysis of Partial Discharge Pattern Classifier Based on Machine Learning and Dimension Reduction Algorithms
Journal of Korean institute of intelligent systems·2024
A Study on Learning of Ensemble Classification Model Based on Radial Basis Function Neural Networks
The Transactions of The Korean Institute of Electrical Engineers·2024
FSCNN: Fuzzy Channel Filter-Based Separable Convolution Neural Networks for Medical Imaging Recognition
IEEE Transactions on Fuzzy Systems·2024· 13 cited
AFS-FCM With Memory: A Model for Air Quality Multi-Dimensional Prediction With Interpretability
IEEE Transactions on Big Data·2024
Self-Organizing Hybrid Fuzzy Polynomial Neural Network Classifier Driven Through Dynamically Adaptive Structure and Compound Regularization Technique
IEEE Transactions on Fuzzy Systems·2024· 7 cited
Reinforced Fuzzy-Rule-Based Neural Networks Realized Through Streamlined Feature Selection Strategy and Fuzzy Clustering With Distance Variation
IEEE Transactions on Fuzzy Systems·2024· 14 cited
SCINN: Semantic Concept-Based Inference Neural Networks With Explainable and Deep Fuzzy Structure
IEEE Transactions on Fuzzy Systems·2024· 7 cited
Fuzzy Adaptive Knowledge-Based Inference Neural Networks: Design and Analysis
IEEE Transactions on Cybernetics·2024· 11 cited
Design of Hierarchical Neural Networks Using Deep LSTM and Self-Organizing Dynamical Fuzzy-Neural Network Architecture
IEEE Transactions on Fuzzy Systems·2024· 31 cited
A self-organizing deep network architecture designed based on LSTM network via elitism-driven roulette-wheel selection for time-series forecasting
Knowledge-Based Systems·2024· 24 cited
Cascade AdaBoost Neural Network Classifier: Analysis and Design
Journal of Circuits Systems and Computers·2023· 3 cited
Reinforced Interval Type-2 Fuzzy Clustering-Based Neural Network Realized Through Attention-Based Clustering Mechanism and Successive Learning
IEEE Transactions on Fuzzy Systems·2023· 13 cited
Design of Ensemble Convolutional Neural Networks Classifier for Partial Discharge and Waste Plastic Signal Data
Journal of Korean institute of intelligent systems·2023
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Frequent Co-authors

Witold Pedrycz(39), Robert J. Marks(9), Byoung‐Jun Park(5), Seok-Beom Roh(5), Wook-Dong Kim(4), Han-Jong Jang(3), Eun-Hu Kim(3), Wei Huang(3), J.J. Choi(2), Russell Reed(2), Tae-Chon Ahn(2), Sung-Hoon Yoo(2), Zunwei Fu(2), Jeoung‐Nae Choi(2), Eun-Kyu Park(2), Woo Zin Choi(2), M.A. El-Sharkawi(2), Kisung Seo(2), Jenq–Neng Hwang(1), Leung Tsang(1)