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ORCIDWitold Pedrycz
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- affiliation: University of Alberta, Edmonton, Canada
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2020 – today
- 2023
[j1152]Merab Gogichaty, Vladimir Ivanov, Artem V. Kruglov
, Witold Pedrycz, Aliya Samatova, Giancarlo Succi, Raphael Valeev:
A Systemic Approach to Evaluating the Organizational Agility in Large-Scale Companies. IEEE Access 11: 3307-3323 (2023)- [j1151]Yegor Bugayenko, Kirill Daniakin, Mirko Farina, Zamira Kholmatova, Artem V. Kruglov, Witold Pedrycz, Giancarlo Succi:
Qualitative Clustering of Software Repositories Based on Software Metrics. IEEE Access 11: 14716-14727 (2023) - [j1150]Phu Pham, Loan T. T. Nguyen, Witold Pedrycz, Bay Vo:
Deep learning, graph-based text representation and classification: a survey, perspectives and challenges. Artif. Intell. Rev. 56(6): 4893-4927 (2023) - [j1149]Xiaoyu Han, Xiubin Zhu, Witold Pedrycz, Zhiwu Li:
A three-way classification with fuzzy decision trees. Appl. Soft Comput. 132: 109788 (2023) - [j1148]Yan Li, Xingchen Hu, Witold Pedrycz, Fangjie Yang, Zhong Liu:
Multivariable fuzzy rule-based models and their granular generalization: A visual interpretable framework. Appl. Soft Comput. 134: 109958 (2023) - [j1147]Xueyan Xu, Fusheng Yu, Witold Pedrycz, Xubo Du:
Multi-source fuzzy comprehensive evaluation. Appl. Soft Comput. 135: 110042 (2023) - [j1146]Sarah Qahtan, Hassan A. Alsattar, A. A. Zaidan, Muhammet Deveci, Dragan Pamucar, Dursun Delen, Witold Pedrycz:
Evaluation of agriculture-food 4.0 supply chain approaches using Fermatean probabilistic hesitant-fuzzy sets based decision making model. Appl. Soft Comput. 138: 110170 (2023) - [j1145]Xiyang Yang, Fusheng Yu, Witold Pedrycz, Zhiwei Li:
Clustering time series under trend-oriented fuzzy information granulation. Appl. Soft Comput. 141: 110284 (2023) - [j1144]Jian-Peng Chang, Zhen-Song Chen, Xian-Jia Wang, Luis Martínez-López, Witold Pedrycz, Miroslaw J. Skibniewski:
Requirement-driven sustainable supplier selection: Creating an integrated perspective with stakeholders' interests and the wisdom of expert crowds. Comput. Ind. Eng. 175: 108903 (2023) - [j1143]Yingying Liang, Yanbing Ju, Yan Tu, Witold Pedrycz, Luis Martínez-López:
Minimum cost consensus model with altruistic preference. Comput. Ind. Eng. 179: 109229 (2023) - [j1142]Kun Zhou, Sung-Kwun Oh, Witold Pedrycz, Jianlong Qiu:
Data preprocessing strategy in constructing convolutional neural network classifier based on constrained particle swarm optimization with fuzzy penalty function. Eng. Appl. Artif. Intell. 117(Part): 105580 (2023) - [j1141]Rui Wang, Zhen-Song Chen, Bin Shuai, Luis Martínez, Wen-Tao Kong, Witold Pedrycz:
Revisiting the consistency improvement and consensus reaching processes of intuitionistic multiplicative preference relations. Eng. Appl. Artif. Intell. 120: 105931 (2023) - [j1140]Yi-Jian Wang, Gai-Ge Wang, Fang-Ming Tian, Dun-Wei Gong, Witold Pedrycz:
Solving energy-efficient fuzzy hybrid flow-shop scheduling problem at a variable machine speed using an extended NSGA-II. Eng. Appl. Artif. Intell. 121: 105977 (2023) - [j1139]Fanyong Meng, Zaiwu Gong, Witold Pedrycz, Junfei Chu:
Selfish-dilemma consensus analysis for group decision making in the perspective of cooperative game theory. Eur. J. Oper. Res. 308(1): 290-305 (2023) - [j1138]Sulan Zhang, Jifu Zhang, Jianeng Li, Ping Guo, Witold Pedrycz:
A user-guided reduction concept lattice and its algebraic structure. Expert Syst. Appl. 217: 119537 (2023) - [j1137]Sang-Beom Park, Sung-Kwun Oh, Eun-Hu Kim, Witold Pedrycz:
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. 219: 119655 (2023) - [j1136]Zu-Lin Liu, Fang Liu, Jia-Wei Zhang, Witold Pedrycz:
Optimizing consistency and consensus in group decision making based on relative projection between multiplicative reciprocal matrices. Expert Syst. Appl. 224: 119948 (2023) - [j1135]Xiaoyu Ma, Jindong Qin, Luis Martínez-López, Witold Pedrycz:
A linguistic information granulation model based on best-worst method in decision making problems. Inf. Fusion 89: 210-227 (2023) - [j1134]Yuzhu Wu, Yuan Gao, Bowen Zhang, Witold Pedrycz:
Minimum information-loss transformations to support heterogeneous group decision making in a distributed linguistic context. Inf. Fusion 89: 437-451 (2023) - [j1133]Hui Han, Xuyang Jing, Zheng Yan, Witold Pedrycz:
ExtendedSketch+: Super host identification and network host trust evaluation with memory efficiency and high accuracy. Inf. Fusion 92: 300-312 (2023) - [j1132]Anhui Tan, Xiaowan Ji, Jiye Liang, Yuzhi Tao, Wei-Zhi Wu, Witold Pedrycz:
Corrigendum to "Weak multi-label learning with missing labels via instance granular discrimination" [Inform. Sci. 594 (2022) 200-216]. Inf. Sci. 619: 1 (2023) - [j1131]Weiping Ding, Mohamed Abdel-Basset, Hossam Hawash, Witold Pedrycz:
MIC-Net: A deep network for cross-site segmentation of COVID-19 infection in the fog-assisted IoMT. Inf. Sci. 623: 20-39 (2023) - [j1130]Jiancheng Tu, Zhibin Wu, Witold Pedrycz:
Priority ranking for the best-worst method. Inf. Sci. 635: 42-55 (2023) - [j1129]Zofia Dlugosz, Michal Rajewski, Rafal Dlugosz, Tomasz Talaska, Witold Pedrycz:
A new deterministic PSO algorithm for real-time systems implemented on low-power devices. J. Comput. Appl. Math. 429: 115225 (2023) - [j1128]Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Witold Pedrycz:
Perturbation-based oversampling technique for imbalanced classification problems. Int. J. Mach. Learn. Cybern. 14(3): 773-787 (2023) - [j1127]Fuyuan Xiao, Witold Pedrycz:
Negation of the Quantum Mass Function for Multisource Quantum Information Fusion With its Application to Pattern Classification. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 2054-2070 (2023) - [j1126]Jinbo Li, Witold Pedrycz, Xianmin Wang, Peng Liu:
A Hidden Markov Model-based fuzzy modeling of multivariate time series. Soft Comput. 27(2): 837-854 (2023) - [j1125]Binjie Xu, Kexin Zhao, Qizhang Luo, Guohua Wu, Witold Pedrycz:
A GV-drone arc routing approach for urban traffic patrol by coordinating a ground vehicle and multiple drones. Swarm Evol. Comput. 77: 101246 (2023) - [j1124]Tianyu Wang, Jun Zhao, Qingshan Xu, Witold Pedrycz, Wei Wang:
A Dynamic Scheduling Framework for Byproduct Gas System Combining Expert Knowledge and Production Plan. IEEE Trans Autom. Sci. Eng. 20(1): 541-552 (2023) - [j1123]Fang Liu, Shu-Cai Zou, Witold Pedrycz:
Measuring Weak Consistency and Weak Transitivity of Pairwise Comparison Matrices. IEEE Trans. Cybern. 53(1): 303-314 (2023) - [j1122]Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li:
A Design of Granular Classifier Based on Granular Data Descriptors. IEEE Trans. Cybern. 53(3): 1790-1801 (2023) - [j1121]Peide Liu, Ying Li, Xiaohong Zhang, Witold Pedrycz:
A Multiattribute Group Decision-Making Method With Probabilistic Linguistic Information Based on an Adaptive Consensus Reaching Model and Evidential Reasoning. IEEE Trans. Cybern. 53(3): 1905-1919 (2023) - [j1120]Wei Lu, Cong Ma, Witold Pedrycz, Jianhua Yang:
Design of Granular Model: A Method Driven by Hyper-Box Iteration Granulation. IEEE Trans. Cybern. 53(5): 2899-2913 (2023) - [j1119]Jun Wan, Hui Xi, Jie Zhou, Zhihui Lai, Witold Pedrycz, Xu Wang, Hang Sun:
Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network. IEEE Trans. Cybern. 53(6): 3546-3560 (2023) - [j1118]Fanyong Meng, Witold Pedrycz, Jie Tang:
Consensus Reaching Process for Traditional Group Decision Making in View of the Optimal Adjustment Mechanism. IEEE Trans. Cybern. 53(6): 3748-3759 (2023) - [j1117]Yiming Tang, Zhifu Pan, Witold Pedrycz, Fuji Ren, Xiaocheng Song:
Viewpoint-Based Kernel Fuzzy Clustering With Weight Information Granules. IEEE Trans. Emerg. Top. Comput. Intell. 7(2): 342-356 (2023) - [j1116]Jian-Peng Chang, Zhen-Song Chen, Zhu-Jun Wang, LeSheng Jin, Witold Pedrycz, Luis Martínez, Miroslaw J. Skibniewski:
Assessing Spatial Synergy Between Integrated Urban Rail Transit System and Urban Form: A BULI-Based MCLSGA Model With the Wisdom of Crowds. IEEE Trans. Fuzzy Syst. 31(2): 434-448 (2023) - [j1115]Pawel Karczmarek, Lukasz Galka, Adam Kiersztyn, Michal Dolecki, Krystyna Kiersztyn, Witold Pedrycz:
Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems. IEEE Trans. Fuzzy Syst. 31(2): 536-546 (2023) - [j1114]Kun Zhou, Sung-Kwun Oh, Jianlong Qiu, Witold Pedrycz, Kisung Seo:
Reinforced Two-Stream Fuzzy Neural Networks Architecture Realized With the Aid of One-Dimensional/Two-Dimensional Data Features. IEEE Trans. Fuzzy Syst. 31(3): 707-721 (2023) - [j1113]Xianghui Hu, Yiming Tang, Witold Pedrycz, Kai Di, Jiuchuan Jiang, Yichuan Jiang:
Fuzzy Clustering With Knowledge Extraction and Granulation. IEEE Trans. Fuzzy Syst. 31(4): 1098-1112 (2023) - [j1112]Witold Pedrycz:
Granular Data Compression and Representation. IEEE Trans. Fuzzy Syst. 31(5): 1497-1505 (2023) - [j1111]Luefeng Chen, Kuanlin Wang, Min Li, Min Wu, Witold Pedrycz, Kaoru Hirota:
K-Means Clustering-Based Kernel Canonical Correlation Analysis for Multimodal Emotion Recognition in Human-Robot Interaction. IEEE Trans. Ind. Electron. 70(1): 1016-1024 (2023) - [j1110]Jie Zhou, Witold Pedrycz, Jun Wan, Can Gao, Zhihui Lai, Xiaodong Yue:
Low-Rank Linear Embedding for Robust Clustering. IEEE Trans. Knowl. Data Eng. 35(5): 5060-5075 (2023) - [j1109]Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li:
Design and Development of Granular Fuzzy Rule-Based Models for Knowledge Transfer. IEEE Trans. Syst. Man Cybern. Syst. 53(2): 704-715 (2023) - [j1108]Bowen Zhang, Yucheng Dong, Witold Pedrycz:
Consensus Model Driven by Interpretable Rules in Large-Scale Group Decision Making With Optimal Allocation of Information Granularity. IEEE Trans. Syst. Man Cybern. Syst. 53(2): 1233-1245 (2023) - [j1107]Jiaxing Li, Guohua Wu, Tianjun Liao, Mingfeng Fan, Xiao Mao, Witold Pedrycz:
Task Scheduling Under a Novel Framework for Data Relay Satellite Network via Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 72(5): 6654-6668 (2023) - [e41]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13588, Springer 2023, ISBN 978-3-031-23491-0 [contents] - [e40]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13589, Springer 2023, ISBN 978-3-031-23479-8 [contents] - [i35]Waldemar W. Koczkodaj, M. Mazurek, Witold Pedrycz, E. Rogalska, R. Roth, Dominik Strzalka, A. Szymanska, Alicja Wolny-Dominiak, Marc Woodbury-Smith, O. S. Xue, R. Zbyrowski:
Combating harmful Internet use with peer assessment and differential evolution. CoRR abs/2301.10232 (2023) - [i34]Dong Li, Shuisheng Zhou, Witold Pedrycz:
Accelerated Fuzzy C-Means Clustering Based on New Affinity Filtering and Membership Scaling. CoRR abs/2302.07060 (2023) - [i33]Yanjie Song, Ponnuthurai N. Suganthan, Witold Pedrycz, Junwei Ou, Yongming He, Yingwu Chen:
Ensemble Reinforcement Learning: A Survey. CoRR abs/2303.02618 (2023) - [i32]Yangyang Guo, Hao Wang, Lei He, Witold Pedrycz, Ponnuthurai N. Suganthan, Yanjie Song:
A Reinforcement Learning-assisted Genetic Programming Algorithm for Team Formation Problem Considering Person-Job Matching. CoRR abs/2304.04022 (2023) - 2022
- [j1106]Zheng Wang, Sung-Kwun Oh, Eun-Hu Kim, Zunwei Fu, Witold Pedrycz:
Hierarchically Reorganized Multi-Layer Fuzzy Neural Networks Architecture Driven With the Aid of Node Selection Strategies and Structural Network Optimization. IEEE Access 10: 7772-7792 (2022) - [j1105]Kun Zhou, Sung-Kwun Oh, Witold Pedrycz, Jianlong Qiu, Zunwei Fu, Byung-Gun Ryu:
Design of data feature-driven 1D/2D convolutional neural networks classifier for recycling black plastic wastes through laser spectroscopy. Adv. Eng. Informatics 53: 101695 (2022) - [j1104]Jinbo Li, Witold Pedrycz, Adam Gacek:
Time Series Reconstruction and Classification: A Comprehensive Comparative Study. Appl. Intell. 52(9): 10082-10097 (2022) - [j1103]Tailong Jing, Cong Wang, Witold Pedrycz, ZhiWu Li, Giancarlo Succi, MengChu Zhou:
Granular models as networks of associations of information granules: A development scheme via augmented principle of justifiable granularity. Appl. Soft Comput. 115: 108062 (2022) - [j1102]Farzeen Munir, Shoaib Azam, Muhammad Aasim Rafique, Ahmad Muqeem Sheri, Moongu Jeon, Witold Pedrycz:
Exploring thermal images for object detection in underexposure regions for autonomous driving. Appl. Soft Comput. 121: 108793 (2022) - [j1101]Jiajia Wang, Xueling Ma, Zeshui Xu, Witold Pedrycz, Jianming Zhan:
A three-way decision method with prospect theory to multi-attribute decision-making and its applications under hesitant fuzzy environments. Appl. Soft Comput. 126: 109283 (2022) - [j1100]Qiang Yang, Zhen-Song Chen, Catherine Y. P. Chan, Witold Pedrycz, Luis Martínez-López, Miroslaw J. Skibniewski:
Large-scale group decision-making for prioritizing engineering characteristics in quality function deployment under comparative linguistic environment. Appl. Soft Comput. 127: 109359 (2022) - [j1099]Mohammad Mehedi Hassan, Md. Rafiul Hassan, Victor Hugo C. de Albuquerque, Witold Pedrycz:
Soft Computing for Intelligent Edge Computing. Appl. Soft Comput. 128: 109628 (2022) - [j1098]Zhen-Song Chen, Li-Ping Yang, Rosa M. Rodríguez, Zhengze Zhu, Witold Pedrycz, Miroslaw J. Skibniewski:
BIM-aided large-scale group decision support: Optimization of the retrofit strategy for existing buildings. Appl. Soft Comput. 131: 109790 (2022) - [j1097]Peide Liu, Ayad Hendalianpour, Mohammad Reza Feylizadeh, Witold Pedrycz:
Mathematical modeling of Vehicle Routing Problem in Omni-Channel retailing. Appl. Soft Comput. 131: 109791 (2022) - [j1096]Ge Zhang, Xiubin Zhu, Li Yin, Witold Pedrycz, Zhiwu Li:
Granular data representation under privacy protection: Tradeoff between data utility and privacy via information granularity. Appl. Soft Comput. 131: 109808 (2022) - [j1095]Muhammad Akram, Ghulam Muhammad, Tofigh Allahviranloo, Witold Pedrycz:
Solution of initial-value problem for linear third-order fuzzy differential equations. Comput. Appl. Math. 41(8) (2022) - [j1094]Dixizi Liu, Weiping Ding, Zhijie Sasha Dong, Witold Pedrycz:
Optimizing deep neural networks to predict the effect of social distancing on COVID-19 spread. Comput. Ind. Eng. 166: 107970 (2022) - [j1093]Feifei Jin, Yuhang Cai, Witold Pedrycz, Jinpei Liu:
Efficiency evaluation with regret-rejoice cross-efficiency DEA models under the distributed linguistic environment. Comput. Ind. Eng. 169: 108281 (2022) - [j1092]Jie Wang, Zheng Yan, Haiguang Wang, Tieyan Li, Witold Pedrycz:
A Survey on Trust Models in Heterogeneous Networks. IEEE Commun. Surv. Tutorials 24(4): 2127-2162 (2022) - [j1091]Dawei Xie, Fuyuan Xiao, Witold Pedrycz:
Information Quality for Intuitionistic Fuzzy Values with Its Application in Decision Making. Eng. Appl. Artif. Intell. 109: 104568 (2022) - [j1090]Yanjun Zhou, Huorong Ren, Zhiwu Li, Witold Pedrycz:
Anomaly detection based on a granular Markov model. Expert Syst. Appl. 187: 115744 (2022) - [j1089]Yangjingjing Zhang, Xia Chen, Lei Gao, Yucheng Dong, Witold Pedrycz:
Consensus reaching with trust evolution in social network group decision making. Expert Syst. Appl. 188: 116022 (2022) - [j1088]Shengdan Hu, Duoqian Miao, Witold Pedrycz:
Multi granularity based label propagation with active learning for semi-supervised classification. Expert Syst. Appl. 192: 116276 (2022) - [j1087]Sha Fan, Haiming Liang, Yucheng Dong, Witold Pedrycz:
A personalized individual semantics-based multi-attribute group decision making approach with flexible linguistic expression. Expert Syst. Appl. 192: 116392 (2022) - [j1086]Degang Wang, Hao Liu, Witold Pedrycz, Wenyan Song, Hongxing Li:
Design Gaussian information granule based on the principle of justifiable granularity: A multi-dimensional perspective. Expert Syst. Appl. 197: 116763 (2022) - [j1085]Cheng Yang, Sung-Kwun Oh, Bo Yang, Witold Pedrycz, Lin Wang:
Hybrid fuzzy multiple SVM classifier through feature fusion based on convolution neural networks and its practical applications. Expert Syst. Appl. 202: 117392 (2022) - [j1084]Phu Pham, Witold Pedrycz, Bay Vo:
Dual attention-based sequential auto-encoder for Covid-19 outbreak forecasting: A case study in Vietnam. Expert Syst. Appl. 203: 117514 (2022) - [j1083]Anisha Khaitan, Mukesh Kumar Mehlawat, Pankaj Gupta, Witold Pedrycz:
Socially aware fuzzy vehicle routing problem: A topic modeling based approach for driver well-being. Expert Syst. Appl. 205: 117655 (2022) - [j1082]Hanyu E, Ye Cui, Witold Pedrycz, Aminah Robinson Fayek, Zhiwu Li, Jinbo Li:
Design of fuzzy rule-based models with fuzzy relational factorization. Expert Syst. Appl. 206: 117904 (2022) - [j1081]Wei Wei, Vincenzo Piuri, Witold Pedrycz, Syed Hassan Ahmed:
Special Issue on Artificial Intelligence-of-Things (AIoT): Opportunities, Challenges, and Solutions-Part II: Artificial-Intelligence-Powered Internet of Things. Future Gener. Comput. Syst. 137: 186-188 (2022) - [j1080]Wei Wei, Vincenzo Piuri, Witold Pedrycz, Syed Hassan Ahmed:
Special Issue on Artificial Intelligence-of-Things (AIoT): Opportunities, Challenges, and Solutions-Part I: Artificial Intelligence Applications in Various Fields. Future Gener. Comput. Syst. 137: 216-218 (2022) - [j1079]Mojtaba Ghanbari, Tofigh Allahviranloo, Witold Pedrycz:
A straightforward approach for solving dual fuzzy linear systems. Fuzzy Sets Syst. 435: 89-106 (2022) - [j1078]Cheng Yang, Zheng Wang, Sung-Kwun Oh, Witold Pedrycz, Bo Yang:
Ensemble fuzzy radial basis function neural networks architecture driven with the aid of multi-optimization through clustering techniques and polynomial-based learning. Fuzzy Sets Syst. 438: 62-83 (2022) - [j1077]Kaijie Xu, Witold Pedrycz, Zhiwu Li:
Granular computing: An augmented scheme of degranulation through a modified partition matrix. Fuzzy Sets Syst. 440: 131-148 (2022) - [j1076]Hao Huang, Sung-Kwun Oh, Chuan-Kun Wu, Witold Pedrycz:
Double iterative learning-based polynomial based-RBFNNs driven by the aid of support vector-based kernel fuzzy clustering and least absolute shrinkage deviations. Fuzzy Sets Syst. 443(Part): 30-49 (2022) - [j1075]Congcong Zhang, Sung-Kwun Oh, Witold Pedrycz, Zunwei Fu, Shanzhen Lu:
Reinforced fuzzy clustering-based rule model constructed with the aid of exponentially weighted ℓ2 regularization strategy and augmented random vector functional link network. Fuzzy Sets Syst. 443(Part): 90-114 (2022) - [j1074]Aijuan Song, Guohua Wu, Witold Pedrycz, Ling Wang:
Integrating Variable Reduction Strategy With Evolutionary Algorithms for Solving Nonlinear Equations Systems. IEEE CAA J. Autom. Sinica 9(1): 75-89 (2022) - [j1073]Bingjie Li, Guohua Wu, Yongming He, Mingfeng Fan, Witold Pedrycz:
An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem. IEEE CAA J. Autom. Sinica 9(7): 1115-1138 (2022) - [j1072]Xianfeng Huang, Jianming Zhan, Weiping Ding, Witold Pedrycz:
An error correction prediction model based on three-way decision and ensemble learning. Int. J. Approx. Reason. 146: 21-46 (2022) - [j1071]Tianna Zhao, Yuanjian Zhang, Duoqian Miao, Witold Pedrycz:
Selective label enhancement for multi-label classification based on three-way decisions. Int. J. Approx. Reason. 150: 172-187 (2022) - [j1070]Rafael Alejandro Espín Andrade, Laura Cruz Reyes, Carlos Eric Llorente-Peralta, Erick González-Caballero, Witold Pedrycz, Susana Ruiz:
Archimedean Compensatory Fuzzy Logic as a Pluralist Contextual Theory Useful for Knowledge Discovery. Int. J. Fuzzy Syst. 24(1): 474-494 (2022) - [j1069]Peide Liu, Mengjiao Shen, Witold Pedrycz:
MAGDM Framework Based on Double Hierarchy Bipolar Hesitant Fuzzy Linguistic Information and Its Application to Optimal Selection of Talents. Int. J. Fuzzy Syst. 24(4): 1757-1779 (2022) - [j1068]Quang-Thinh Bui, My-Phuong Ngo, Václav Snásel, Witold Pedrycz, Bay Vo:
The Sequence of Neutrosophic Soft Sets and a Decision-Making Problem in Medical Diagnosis. Int. J. Fuzzy Syst. 24(4): 2036-2053 (2022) - [j1067]Taewoong Ryu, Unil Yun, Chanhee Lee, Jerry Chun-Wei Lin, Witold Pedrycz:
Occupancy-based utility pattern mining in dynamic environments of intelligent systems. Int. J. Intell. Syst. 37(9): 5477-5507 (2022) - [j1066]Rami Al-Hmouz, Witold Pedrycz, Ahmed Chiheb Ammari, Ahmed Al-Hmouz:
A data variability index: Quantifying complexity of models and analyzing adversarial data. Int. J. Intell. Syst. 37(11): 8412-8435 (2022) - [j1065]Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Witold Pedrycz:
Ensembling perturbation-based oversamplers for imbalanced datasets. Neurocomputing 479: 1-11 (2022) - [j1064]Majed M. Alateeq, Witold Pedrycz:
Development of two-phase logic-oriented fuzzy AND/OR network. Neurocomputing 482: 129-138 (2022) - [j1063]Hao Huang, Sung-Kwun Oh, Chuan-Kun Wu, Witold Pedrycz:
Fuzzy clustering-based neural networks modelling reinforced with the aid of support vectors-based clustering and regularization technique. Neurocomputing 482: 139-153 (2022) - [j1062]Zheng Wang, Sung-Kwun Oh, Witold Pedrycz, Eun-Hu Kim, Zunwei Fu:
Design of stabilized fuzzy relation-based neural networks driven to ensemble neurons/layers and multi-optimization. Neurocomputing 486: 27-46 (2022) - [j1061]Fei Tang, Witold Pedrycz:
An improved DV-Hop algorithm based on differential simulated annealing evolution. Int. J. Sens. Networks 38(1): 1-11 (2022) - [j1060]Qiang Zhang, Ting Huang, Xiaoan Tang, Kaijie Xu, Witold Pedrycz:
A Linguistic Information Granulation Model and Its Penalty Function-Based Co-Evolutionary PSO Solution Approach for Supporting GDM with Distributed Linguistic Preference Relations. Inf. Fusion 77: 118-132 (2022) - [j1059]Hui Han, Zheng Yan, Xuyang Jing, Witold Pedrycz:
Applications of sketches in network traffic measurement: A survey. Inf. Fusion 82: 58-85 (2022) - [j1058]Fang Liu, Qi-Rui You, Yuan-Kai Hu, Witold Pedrycz:
Two flexibility degrees-driven consensus model in group decision making with intuitionistic fuzzy preference relations. Inf. Fusion 88: 86-99 (2022) - [j1057]Anhui Tan, Xiaowan Ji, Jiye Liang, Yuzhi Tao, Wei-Zhi Wu, Witold Pedrycz:
Weak multi-label learning with missing labels via instance granular discrimination. Inf. Sci. 594: 200-216 (2022) - [j1056]Guangquan Huang, Liming Xiao, Witold Pedrycz, Dragan Pamucar, Genbao Zhang, Luis Martínez:
Design alternative assessment and selection: A novel Z-cloud rough number-based BWM-MABAC model. Inf. Sci. 603: 149-189 (2022) - [j1055]Liming Xiao, Guangquan Huang, Witold Pedrycz, Dragan Pamucar, Luis Martínez, Genbao Zhang:
A q-rung orthopair fuzzy decision-making model with new score function and best-worst method for manufacturer selection. Inf. Sci. 608: 153-177 (2022) - [j1054]Ting Huang, Xiaoan Tang, Shuangyao Zhao, Qiang Zhang, Witold Pedrycz:
Linguistic information-based granular computing based on a tournament selection operator-guided PSO for supporting multi-attribute group decision-making with distributed linguistic preference relations. Inf. Sci. 610: 488-507 (2022) - [j1053]