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Witold Pedrycz

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Generation of Granular-Balls for Clustering Based on the Principle of Justifiable Granularity

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May 15, 2024
Zihang Jia, Zhen Zhang, Witold Pedrycz

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DCNN: Dual Cross-current Neural Networks Realized Using An Interactive Deep Learning Discriminator for Fine-grained Objects

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May 07, 2024
Da Fu, Mingfei Rong, Eun-Hu Kim, Hao Huang, Witold Pedrycz

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CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement

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Apr 08, 2024
Xu Wu, XianXu Hou, Zhihui Lai, Jie Zhou, Ya-nan Zhang, Witold Pedrycz, Linlin Shen

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BEND: Bagging Deep Learning Training Based on Efficient Neural Network Diffusion

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Mar 23, 2024
Jia Wei, Xingjun Zhang, Witold Pedrycz

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Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities

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Aug 28, 2023
Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, P. N. Suganthan, Yue Zhang, Witold Pedrycz, Yingwu Chen, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani

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TrustGuard: GNN-based Robust and Explainable Trust Evaluation with Dynamicity Support

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Jul 13, 2023
Jie Wang, Zheng Yan, Jiahe Lan, Elisa Bertino, Witold Pedrycz

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A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks

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Jun 11, 2023
Saidul Islam, Hanae Elmekki, Ahmed Elsebai, Jamal Bentahar, Najat Drawel, Gaith Rjoub, Witold Pedrycz

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A Reinforcement Learning-assisted Genetic Programming Algorithm for Team Formation Problem Considering Person-Job Matching

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Apr 08, 2023
Yangyang Guo, Hao Wang, Lei He, Witold Pedrycz, P. N. Suganthan, Yanjie Song

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Ensemble Reinforcement Learning: A Survey

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Mar 05, 2023
Yanjie Song, P. N. Suganthan, Witold Pedrycz, Junwei Ou, Yongming He, Yingwu Chen

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Accelerated Fuzzy C-Means Clustering Based on New Affinity Filtering and Membership Scaling

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Feb 14, 2023
Dong Li, Shuisheng Zhou, Witold Pedrycz

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