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An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem


Jul 15, 2021
Bingjie Li, Guohua Wu, Yongming He, Mingfeng Fan, Witold Pedrycz

* 18 pages, 11 figures 

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A Two-stage Framework and Reinforcement Learning-based Optimization Algorithms for Complex Scheduling Problems


Mar 10, 2021
Yongming He, Guohua Wu, Yingwu Chen, Witold Pedrycz


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Integrating Variable Reduction Strategy with Evolutionary Algorithm for Solving Nonlinear Equations Systems


Jul 13, 2020
Aijuan Song, Guohua Wu, Witold Pedrycz


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Bottom-up mechanism and improved contract net protocol for the dynamic task planning of heterogeneous Earth observation resources


Jul 13, 2020
Baoju Liu, Min Deng, Guohua Wu, Xinyu Pei, Haifeng Li, Witold Pedrycz

* 14 pages, 11 figures 

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Exponentially Weighted l_2 Regularization Strategy in Constructing Reinforced Second-order Fuzzy Rule-based Model


Jul 02, 2020
Congcong Zhang, Sung-Kwun Oh, Witold Pedrycz, Zunwei Fu, Shanzhen Lu

* 22 pages 

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G-image Segmentation: Similarity-preserving Fuzzy C-Means with Spatial Information Constraint in Wavelet Space


Jul 01, 2020
Cong Wang, Witold Pedrycz, ZhiWu Li, MengChu Zhou, Shuzhi Sam Ge

* This paper has been withdrawn by the author since some statements are not right as raised by other researchers 

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An Autonomous Path Planning Method for Unmanned Aerial Vehicle based on A Tangent Intersection and Target Guidance Strategy


Jun 07, 2020
Huan Liu, Xiamiao Li, Mingfeng Fan, Guohua Wu, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan


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A Novel Granular-Based Bi-Clustering Method of Deep Mining the Co-Expressed Genes


May 12, 2020
Kaijie Xu, Witold Pedrycz, Zhiwu Li, Yinghui Quan, Weike Nie


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Residual-driven Fuzzy C-Means Clustering for Image Segmentation


Apr 20, 2020
Cong Wang, Witold Pedrycz, ZhiWu Li, MengChu Zhou

* 14 pages, 13 figures, 6 tables 

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Augmentation of the Reconstruction Performance of Fuzzy C-Means with an Optimized Fuzzification Factor Vector


Apr 13, 2020
Kaijie Xu, Witold Pedrycz, Zhiwu Li


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Granular Computing: An Augmented Scheme of Degranulation Through a Modified Partition Matrix


Apr 03, 2020
Kaijie Xu, Witold Pedrycz, Zhiwu Li, Mengdao Xing


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Agile Earth observation satellite scheduling over 20 years: formulations, methods and future directions


Mar 13, 2020
Xinwei Wang, Guohua Wu, Lining Xing, Witold Pedrycz


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Kullback-Leibler Divergence-Based Fuzzy $C$-Means Clustering Incorporating Morphological Reconstruction and Wavelet Frames for Image Segmentation


Feb 21, 2020
Cong Wang, Witold Pedrycz, ZhiWu Li, MengChu Zhou

* 13 pages, 13 figures, 5 tables 

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Residual-Sparse Fuzzy $C$-Means Clustering Incorporating Morphological Reconstruction and Wavelet frames


Feb 14, 2020
Cong Wang, Witold Pedrycz, ZhiWu Li, MengChu Zhou, Jun Zhao

* 12 pages, 11 figure 

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The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy


Aug 22, 2019
Guoliang Feng, Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu

* The manuscript has been published on IEEE Transactions on Cybernetics 

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An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Non-stationary Data Streams


Aug 26, 2018
Mahardhika Pratama, Witold Pedrycz, Geoffrey I. Webb

* this paper is currently under review in IEEE publications 

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Online Tool Condition Monitoring Based on Parsimonious Ensemble+


Nov 06, 2017
Mahardhika Pratama, Eric Dimla, Edwin Lughofer, Witold Pedrycz, Tegoeh Tjahjowidowo

* this paper is currently under review by IEEE 

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Evolving Ensemble Fuzzy Classifier


May 18, 2017
Mahardhika Pratama, Witold Pedrycz, Edwin Lughofer

* this paper is currently submitted for possible publication in IEEE 

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Aggregation of Classifiers: A Justifiable Information Granularity Approach


Mar 15, 2017
Tien Thanh Nguyen, Xuan Cuong Pham, Alan Wee-Chung Liew, Witold Pedrycz

* 33 pages, 3 figures 

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Global and Local Structure Preserving Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection


Oct 19, 2015
Nan Zhou, Yangyang Xu, Hong Cheng, Jun Fang, Witold Pedrycz

* 32 page, 6 figures and 60 references 

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Entropic one-class classifiers


Jan 11, 2015
Lorenzo Livi, Alireza Sadeghian, Witold Pedrycz

* To appear in IEEE-TNNLS 

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An adaptive Simulated Annealing-based satellite observation scheduling method combined with a dynamic task clustering strategy


Jan 14, 2014
Guohua Wu, Huilin Wang, Haifeng Li, Witold Pedrycz, Dishan Qiu, Manhao Ma, Jin Liu

* 23 pages, 5 figures, 4 tables 

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Modeling of Social Transitions Using Intelligent Systems


Oct 11, 2008
Hamed Owladeghaffari, Witold Pedrycz, Mostafa Sharifzadeh


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