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ORCIDWitold Pedrycz
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- affiliation: University of Alberta, Edmonton, Canada
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2020 – today
- 2025
[j1447]Trang T. D. Nguyen, Loan T. T. Nguyen
, Quang-Thinh Bui, Le Nhat Duy, Witold Pedrycz, Bay Vo:
Efficient strategies for spatial data clustering using topological relations. Appl. Intell. 55(2): 203 (2025)- [j1446]Dareen Abu-Lail, Nahia Mourad, Sarah Qahtan, A. A. Zaidan, Hassan A. AlSattar, B. B. Zaidan, Dragan Pamucar, Muhammet Deveci, Witold Pedrycz, Dursun Delen:
Evaluation of industry 4.0 adoption strategies in small and medium enterprises: A Circular-Fermatean fuzzy decision-making approach. Appl. Soft Comput. 169: 112618 (2025) - [j1445]Xu Han, Qiang Li, Yaling Qi, Hongbo Cao, Witold Pedrycz, Wei Wang:
ScamGen: Unveiling psychological patterns in tele-scam through advanced template-augmented corpus generation. Comput. Hum. Behav. 162: 108451 (2025) - [j1444]Pratibha Rani, Arunodaya Raj Mishra, Muhammet Deveci, Adel Fahad Alrasheedi, Ahmad M. Alshamrani, Witold Pedrycz:
Interval-Valued Intuitionistic Fuzzy Yager Power Operators and Possibility Degree-Based Group Decision-Making Model. Cogn. Comput. 17(1): 37 (2025) - [j1443]Yingying Liang, Jindong Qin, Witold Pedrycz:
Minimum cost consensus model considering dual behavior preference. Comput. Oper. Res. 176: 106961 (2025) - [j1442]Nahia Mourad, A. A. Zaidan, Hassan A. AlSattar, Sarah Qahtan, B. B. Zaidan, Muhammet Deveci, Dragan Pamucar, Witold Pedrycz:
Dynamic localization based-utility decision approach under type-2 Pythagorean fuzzy set for developing internet of modular self-reconfiguration robot things. Eng. Appl. Artif. Intell. 139: 109671 (2025) - [j1441]Luefeng Chen, Mingdi Ma, Min Wu, Witold Pedrycz, Kaoru Hirota:
Extended multi-kernel relevance vector machine optimized Kriging interpolation for coal seam thickness prediction in coal-bearing strata. Eng. Appl. Artif. Intell. 145: 110093 (2025) - [j1440]Sarah Qahtan, Nahia Mourad, Hassan Abdulsattar Ibrahim, Aws Alaa Zaidan, Bilal Bahaa, Muhammet Deveci, Weiping Ding, Dragan Pamucar, Witold Pedrycz, Saraswathy Shamini:
Normal wiggly hesitant fuzzy modelling approach for 6G frameworks based blockchain technology. Expert Syst. Appl. 259: 125304 (2025) - [j1439]Zhe Liu, Haoye Qiu, Muhammet Deveci, Witold Pedrycz, Patrick Siarry:
Multi-view neutrosophic c-means clustering algorithms. Expert Syst. Appl. 260: 125454 (2025) - [j1438]Jiali Wang, Wenqi Jiang, Ting Huang, Witold Pedrycz:
A large-scale supplier evaluation approach for circular economy in the presence of circular criteria interactions and weight consistency. Expert Syst. Appl. 261: 125500 (2025) - [j1437]Fan Li, Dan Wang, Yongming Li, Yinghua Shen, Witold Pedrycz, Pin Wang, Yiwen Wang, Wenli Zhang:
Stacked fuzzy envelope consistency imbalanced ensemble classification method. Expert Syst. Appl. 265: 126033 (2025) - [j1436]Yingying Ren, Qiuli Li, Yangyang Guo, Witold Pedrycz, Lining Xing, Anfeng Liu, Yan-Jie Song:
A distance similarity-based genetic optimization algorithm for satellite ground network planning considering feeding mode. Expert Syst. Appl. 268: 126303 (2025) - [j1435]An-Jun Zhang, Ru-Xi Ding, Witold Pedrycz, Zhonghao Chang:
Public opinion prediction on social media by using machine learning methods. Expert Syst. Appl. 269: 126287 (2025) - [j1434]Hasan Dinçer, Serhat Yüksel, Witold Pedrycz:
Assessment of renewable energy alternatives for sustainable resource policies with knowledge-based expert prioritized quantum picture fuzzy rough modelling. Expert Syst. Appl. 273: 126826 (2025) - [j1433]Baitong Chen, Jianhua Yang, Wei Lu, Witold Pedrycz, Changhai Sun:
A distributed algorithm with network-independent step-size and event-triggered mechanism for economic dispatch problem. Int. J. Netw. Manag. 35(1) (2025) - [j1432]Sijing Chen, Yutong Pan, Chengda Lu, Yawu Wang, Min Wu, Witold Pedrycz:
Landslide spatial prediction based on cascade forest and stacking ensemble learning algorithm. Int. J. Syst. Sci. 56(3): 658-670 (2025) - [j1431]Suping Xu, Lin Shang, Furao Shen, Xibei Yang, Witold Pedrycz:
Incomplete label distribution learning via label correlation decomposition. Inf. Fusion 113: 102600 (2025) - [j1430]Hesheng Huang, Witold Pedrycz, Kaoru Hirota, Fei Yan:
A multiview-slice feature fusion network for early diagnosis of Alzheimer's disease with structural MRI images. Inf. Fusion 119: 103010 (2025) - [j1429]Mohammed Talal, Salem Garfan, Rami Qays Malik, Dragan Pamucar, Dursun Delen, Witold Pedrycz, Amneh Alamleh, Abdullah Hussein Alamoodi, B. B. Zaidan, Vladimir Simic:
A comprehensive systematic review on machine learning application in the 5G-RAN architecture: Issues, challenges, and future directions. J. Netw. Comput. Appl. 233: 104041 (2025) - [j1428]Yan Fang, Xiaodong Liu, Wei Lu, Witold Pedrycz, Qi Lang, Jianhua Yang:
Knowledge graph completion with low-dimensional gated hierarchical hyperbolic embedding. Knowl. Based Syst. 309: 112804 (2025) - [j1427]Tianna Zhao, Yuanjian Zhang, Duoqian Miao, Witold Pedrycz:
Fine-grained local label correlation for multi-label classification. Knowl. Based Syst. 314: 113210 (2025) - [j1426]Seyyed Meysam Rozehkhani, Farnaz Mahan, Witold Pedrycz:
VM consolidation steps in cloud computing: A perspective review. Simul. Model. Pract. Theory 138: 103034 (2025) - [j1425]Xuemei Jiang, Yangyang Guo, Yue Zhang, Yanjie Song, Witold Pedrycz, Lining Xing:
An evolutionary task scheduling algorithm using fuzzy fitness evaluation method for communication satellite network. Swarm Evol. Comput. 92: 101830 (2025) - [j1424]Xiao Mao, Guohua Wu, Mingfeng Fan, Zhiguang Cao, Witold Pedrycz:
DL-DRL: A Double-Level Deep Reinforcement Learning Approach for Large-Scale Task Scheduling of Multi-UAV. IEEE Trans Autom. Sci. Eng. 22: 1028-1044 (2025) - [j1423]Witold Pedrycz:
Granular Computing for Machine Learning: Pursuing New Development Horizons. IEEE Trans. Cybern. 55(1): 460-471 (2025) - [j1422]Kehua Yuan, Duoqian Miao, Witold Pedrycz, Hongyun Zhang, Liang Hu:
Multigranularity Data Analysis With Zentropy Uncertainty Measure for Efficient and Robust Feature Selection. IEEE Trans. Cybern. 55(2): 740-752 (2025) - [j1421]Yifan Wang, Witold Pedrycz, Hisao Ishibuchi, Jihua Zhu:
Fusion of Explainable Deep Learning Features Using Fuzzy Integral in Computer Vision. IEEE Trans. Fuzzy Syst. 33(1): 156-167 (2025) - [j1420]Ye Cui, Hanyu E, Witold Pedrycz, Zhiwu Li, Xianmin Wang:
From Fuzzy Rule-Based Models to Granular Models. IEEE Trans. Fuzzy Syst. 33(2): 644-656 (2025) - [j1419]Ronghua Zhang, Jianming Zhan, Weiping Ding, Witold Pedrycz:
Time Series Forecasting Based on Improved Multilinear Trend Fuzzy Information Granules for Convolutional Neural Networks. IEEE Trans. Fuzzy Syst. 33(3): 1009-1023 (2025) - [j1418]Tailong Jing, Sheng Du, Cong Wang, Chao Wu, Witold Pedrycz, Mohamed Sharaf, Zhiwu Li:
A Hybrid Data-Driven Granular Model for Battery Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. 74: 1-12 (2025) - [j1417]Cuiying Huo, Dongxiao He, Yawen Li, Di Jin, Jianwu Dang, Witold Pedrycz, Lingfei Wu, Weixiong Zhang:
Heterogeneous Graph Neural Networks using Self-supervised Reciprocally Contrastive Learning. ACM Trans. Intell. Syst. Technol. 16(1): 24:1-24:21 (2025) - [j1416]Xunjin Wu, Jianming Zhan, Weiping Ding, Witold Pedrycz:
GRNN Model With Feedback Mechanism Incorporating k-Nearest Neighbor and Modified Gray Wolf Optimization Algorithm in Intelligent Transportation. IEEE Trans. Intell. Transp. Syst. 26(3): 3855-3872 (2025) - [j1415]Qianli Zhou, Witold Pedrycz, Yong Deng:
Order-2 Probabilistic Information Fusion on Random Permutation Set. IEEE Trans. Knowl. Data Eng. 37(2): 837-850 (2025) - [j1414]Can Gao, Xiaofeng Tan, Jie Zhou, Weiping Ding, Witold Pedrycz:
Fuzzy Granule Density-Based Outlier Detection With Multi-Scale Granular Balls. IEEE Trans. Knowl. Data Eng. 37(3): 1182-1197 (2025) - [j1413]Ye Liu, Yuanrong Tian, Yunlong Mi, Hui Liu, Jianqiang Wang, Witold Pedrycz:
Landmark Block-Embedded Aggregation Autoencoder for Anomaly Detection. IEEE Trans. Syst. Man Cybern. Syst. 55(2): 1004-1019 (2025) - [j1412]Hanju Kim, Myungha Cho, Hyeonmo Kim, Yoonji Baek, Chanhee Lee, Taewoong Ryu, Heonho Kim, Seungwan Park, Doyoon Kim, Doyoung Kim, Sinyoung Kim, Bay Vo, Jerry Chun-Wei Lin, Witold Pedrycz, Unil Yun:
Uncertainty Oriented-Incremental Erasable Pattern Mining Over Data Streams. IEEE Trans. Syst. Man Cybern. Syst. 55(2): 1451-1465 (2025) - [e48]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15164, Springer 2025, ISBN 978-3-031-84352-5 [contents] - [e47]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024, Proceedings, Part II. Lecture Notes in Computer Science 15165, Springer 2025, ISBN 978-3-031-84355-6 [contents] - [e46]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024, Proceedings, Part III. Lecture Notes in Computer Science 15166, Springer 2025, ISBN 978-3-031-81595-9 [contents] - [i50]Can Gao, Xiaofeng Tan, Jie Zhou, Weiping Ding, Witold Pedrycz:
Fuzzy Granule Density-Based Outlier Detection with Multi-Scale Granular Balls. CoRR abs/2501.02975 (2025) - [i49]Jie Zhao, Kang Hao Cheong, Witold Pedrycz:
Bridging Visualization and Optimization: Multimodal Large Language Models on Graph-Structured Combinatorial Optimization. CoRR abs/2501.11968 (2025) - 2024
- [j1411]Marcin Michal Mironczuk, Adam Müller, Witold Pedrycz:
The Outcomes and Publication Standards of Research Descriptions in Document Classification: A Systematic Review. IEEE Access 12: 189253-189287 (2024) - [j1410]Narges Baharloo, Jamal Bentahar, Ghalya Alwhishi, Nagat Drawel, Witold Pedrycz:
Verifying trust over IoT-ad hoc network-based applications under uncertainty. Ad Hoc Networks 154: 103380 (2024) - [j1409]Zhen-Song Chen, Kou-Dan Chen, Ya-Qiang Xu, Witold Pedrycz, Miroslaw J. Skibniewski:
Multiobjective optimization-based decision support for building digital twin maturity measurement. Adv. Eng. Informatics 59: 102245 (2024) - [j1408]Marijana Pavlov-Kagadejev, Luka Jovanovic, Nebojsa Bacanin, Muhammet Deveci, Miodrag Zivkovic, Milan Tuba, Ivana Strumberger, Witold Pedrycz:
Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting. Artif. Intell. Rev. 57(3): 45 (2024) - [j1407]Fei Yan, Hesheng Huang, Witold Pedrycz, Kaoru Hirota:
Review of medical image processing using quantum-enabled algorithms. Artif. Intell. Rev. 57(11): 300 (2024) - [j1406]Muhammad Gulistan, Hongbin Ying, Witold Pedrycz, Muhammad Rahim, Fazli Amin, Hamiden Abd El-Wahed Khalifa:
p,q,r-Fractional fuzzy sets and their aggregation operators and applications. Artif. Intell. Rev. 57(12): 346 (2024) - [j1405]Mirko Farina, Andrea Lavazza, Giuseppe Sartori, Witold Pedrycz:
Machine learning in human creativity: status and perspectives. AI Soc. 39(6): 3017-3029 (2024) - [j1404]Alvin Wai Chung Lee, Suet-Peng Yong, Witold Pedrycz, Junzo Watada:
Testing a Vision-Based Autonomous Drone Navigation Model in a Forest Environment. Algorithms 17(4): 139 (2024) - [j1403]Zhujun Wang, Zhen-Song Chen, Qin Su, Kwai-Sang Chin, Witold Pedrycz, Miroslaw J. Skibniewski:
Enhancing the sustainability and robustness of critical material supply in electrical vehicle market: an AI-powered supplier selection approach. Ann. Oper. Res. 342(1): 921-958 (2024) - [j1402]Jian-Peng Chang, Heng-Xin Ren, Luis Martínez, Witold Pedrycz, Zhen-Song Chen:
Requirement-driven supplier selection: a multi-criteria QFD-based approach under epistemic and stochastic uncertainties. Ann. Oper. Res. 342(2): 1079-1128 (2024) - [j1401]Xunjin Wu, Jianming Zhan, Tianrui Li, Weiping Ding, Witold Pedrycz:
MBSSA-Bi-AESN: Classification prediction of bi-directional adaptive echo state network based on modified binary salp swarm algorithm and feature selection. Appl. Intell. 54(2): 1706-1733 (2024) - [j1400]Ying Yu, Jinghui Wang, Witold Pedrycz, Duoqian Miao, Jin Qian:
Multi-level information fusion Transformer with background filter for fine-grained image recognition. Appl. Intell. 54(17-18): 8108-8119 (2024) - [j1399]Feng Lin, Jian Wang, Witold Pedrycz, Kai Zhang, Sergey Ablameyko:
A typhoon optimization algorithm and difference of CNN integrated bi-level network for unsupervised underwater image enhancement. Appl. Intell. 54(24): 13101-13120 (2024) - [j1398]Min Li, Luefeng Chen, Min Wu, Kaoru Hirota, Witold Pedrycz:
Broad-deep network-based fuzzy emotional inference model with personal information for intention understanding in human-robot interaction. Annu. Rev. Control. 57: 100951 (2024) - [j1397]Yanjie Song, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Junwei Ou, Yongming He, Ying-Wu Chen, Yutong Wu:
Ensemble reinforcement learning: A survey. Appl. Soft Comput. 149(Part A): 110975 (2024) - [j1396]Fei Yan, Hesheng Huang, Witold Pedrycz, Kaoru Hirota:
A disease diagnosis system for smart healthcare based on fuzzy clustering and battle royale optimization. Appl. Soft Comput. 151: 111123 (2024) - [j1395]Muhammet Deveci, Ilgin Gökasar, Dragan Pamucar, Aws Alaa Zaidan, Wei Wei, Witold Pedrycz:
Advantage prioritization of digital carbon footprint awareness in optimized urban mobility using fuzzy Aczel Alsina based decision making. Appl. Soft Comput. 151: 111136 (2024) - [j1394]Bingsheng Liu, Boyang Wang, Yinghua Shen, Witold Pedrycz, Yuan Chen:
Granular fuzzy rule-based model construction under the collaboration of multiple organizations. Appl. Soft Comput. 152: 111191 (2024) - [j1393]Fan Bu, Congcong Zhang, Eun-Hu Kim, Dachun Yang, Zunwei Fu, Witold Pedrycz:
Fuzzy clustering-based neural network based on linear fitting residual-driven weighted fuzzy clustering and convolutional regularization strategy. Appl. Soft Comput. 154: 111403 (2024) - [j1392]Kuo Pang, Yifan Lu, Luis Martínez-López, Witold Pedrycz, Li Zou, Mingyu Lu:
A conceptual clustering method for large-scale group decision-making with linguistic truth-valued lattice implication algebra. Appl. Soft Comput. 155: 111418 (2024) - [j1391]Ziqian Luo, Fang Liu, Qi-Rui You, Witold Pedrycz:
A two-objective-optimization-driven group decision making model under the bipolarity of decision information. Appl. Soft Comput. 155: 111439 (2024) - [j1390]Xiaoyu Han, Xiubin Zhu, Witold Pedrycz, Almetwally M. Mostafa, Zhi-Wu Li:
A design of fuzzy rule-based classifier optimized through softmax function and information entropy. Appl. Soft Comput. 156: 111498 (2024) - [j1389]Ao Hu, Kaijie Xu, Witold Pedrycz, Mengdao Xing:
LiDAR point cloud simplification algorithm with fuzzy encoding-decoding mechanism. Appl. Soft Comput. 162: 111852 (2024) - [j1388]Mohammed Talal, Michael Loong Peng Tan, Dragan Pamucar, Dursun Delen, Witold Pedrycz, Vladimir Simic:
Evaluation and benchmarking of research-based microgrid systems using FWZIC-VIKOR approach for sustainable energy management. Appl. Soft Comput. 166: 112132 (2024) - [j1387]Yuqing Tang, Fusheng Yu, Witold Pedrycz, Fang Li, Chenxi Ouyang:
Oriented to a multi-learning mode: Establishing trend-fuzzy-granule-based LSTM neural networks for time series forecasting. Appl. Soft Comput. 166: 112195 (2024) - [j1386]Hongyue Guo, Yashuang Mu, Lidong Wang, Xiaodong Liu, Witold Pedrycz:
Granular computing-based time series anomaly pattern detection with semantic interpretation. Appl. Soft Comput. 167: 112318 (2024) - [j1385]Qinli Zhang, Pei Wang, Witold Pedrycz, Zhaowen Li:
Neighborhood entropy guided by a decision attribute and its applications in multi-source information fusion and attribute selection. Appl. Soft Comput. 167: 112380 (2024) - [j1384]Li Ying, Duoqian Miao, Zhifei Zhang, Hongyun Zhang, Witold Pedrycz:
Multi-granularity feature enhancement network for maritime ship detection. CAAI Trans. Intell. Technol. 9(3): 649-664 (2024) - [j1383]Weidong Wu, Haiming Liang, Yuzhu Wu, Bowen Zhang, Witold Pedrycz:
Minimum cost with consensus constraint to support multi-attribute product design. Comput. Ind. Eng. 192: 110190 (2024) - [j1382]Han Wang, Yao-Jiao Xin, Muhammet Deveci, Witold Pedrycz, Zengqiang Wang, Zhen-Song Chen:
Leveraging online reviews and expert opinions for electric vehicle type prioritization. Comput. Ind. Eng. 197: 110579 (2024) - [j1381]Xuyang Jing, Jingjing Zhao, Zheng Yan, Witold Pedrycz, Xian Li:
Granular classifier: Building traffic granules for encrypted traffic classification based on granular computing. Digit. Commun. Networks 10(5): 1428-1438 (2024) - [j1380]Xueqin Liang, Xiaokang Wang, Chonggang Wang, Witold Pedrycz:
Introduction to the Special Issue on Recent Advances of Blockchain Evolution: Architecture and Performance. Distributed Ledger Technol. Res. Pract. 3(2): 8 (2024) - [j1379]Muhammet Deveci, Dragan Pamucar, Ilgin Gökasar, Luis Martínez, Mario Köppen, Witold Pedrycz:
Accelerating the integration of the metaverse into urban transportation using fuzzy trigonometric based decision making. Eng. Appl. Artif. Intell. 127(Part A): 107242 (2024) - [j1378]Jiamin Liu, Tao Wang, Feng Yao, Witold Pedrycz, Yanjie Song, Renjie He:
Assessing growth potential of careers with occupational mobility network and ensemble framework. Eng. Appl. Artif. Intell. 127(Part A): 107306 (2024) - [j1377]Karrar Hameed Abdulkareem, Mohammed Ahmed Subhi, Mazin Abed Mohammed, Mayas Aljibawi, Jan Nedoma, Radek Martinek, Muhammet Deveci, Wen-Long Shang, Witold Pedrycz:
A manifold intelligent decision system for fusion and benchmarking of deep waste-sorting models. Eng. Appl. Artif. Intell. 132: 107926 (2024) - [j1376]Tingting Pan, Witold Pedrycz, Jie Yang, Jian Wang:
An improved generative adversarial network to oversample imbalanced datasets. Eng. Appl. Artif. Intell. 132: 107934 (2024) - [j1375]Jian Wang, Xiaofeng Xue, Zhixue Sun, Jun Yao, El-Sayed M. El-Alfy, Kai Zhang, Witold Pedrycz, Jacek Mandziuk:
Theory guided Lagrange programming neural network for subsurface flow problems. Eng. Appl. Artif. Intell. 134: 108656 (2024) - [j1374]Shoaib Azam, Farzeen Munir, Ville Kyrki, Tomasz Piotr Kucner, Moongu Jeon, Witold Pedrycz:
Exploring Contextual Representation and Multi-modality for End-to-end Autonomous Driving. Eng. Appl. Artif. Intell. 135: 108767 (2024) - [j1373]Peng Wang, Peide Liu, Yueyuan Li, Fei Teng, Witold Pedrycz:
Trust exploration- and leadership incubation- based opinion dynamics model for social network group decision-making: A quantum theory perspective. Eur. J. Oper. Res. 317(1): 156-170 (2024) - [j1372]Fanyong Meng, Dengyu Zhao, Zaiwu Gong, Junfei Chu, Witold Pedrycz, Zhe Yuan:
Consensus adjustment for multi-attribute group decision making based on cross-allocation. Eur. J. Oper. Res. 318(1): 200-216 (2024) - [j1371]Ting Huang, Witold Pedrycz, Qiang Zhang, Xiaoan Tang, Shanlin Yang:
Constructing order-2 information granules of linguistic expressions with the aid of the principle of justifiable granularity. Eur. J. Oper. Res. 318(3): 892-910 (2024) - [j1370]Hassan A. AlSattar, Sarah Qahtan, Aws Alaa Zaidan, Muhammet Deveci, Luis Martínez, Dragan Pamucar, Witold Pedrycz:
Developing deep transfer and machine learning models of chest X-ray for diagnosing COVID-19 cases using probabilistic single-valued neutrosophic hesitant fuzzy. Expert Syst. Appl. 236: 121300 (2024) - [j1369]Iman Mohamad Sharaf, Abdullah Hussein Alamoodi, Osamah Shihab Albahri, Muhammet Deveci, Mohammed Talal, Ahmed Shihab Albahri, Dursun Delen, Witold Pedrycz:
Architecture selection for 5G-radio access network using type-2 neutrosophic numbers based decision making model. Expert Syst. Appl. 237(Part A): 121420 (2024) - [j1368]Xinxing Wu, Zhiyi Zhu, Guanrong Chen, Witold Pedrycz, Lantian Liu, Manish Aggarwal:
Generalized TODIM method based on symmetric intuitionistic fuzzy Jensen-Shannon divergence. Expert Syst. Appl. 237(Part B): 121554 (2024) - [j1367]Saidul Islam, Hanae Elmekki, Ahmed Elsebai, Jamal Bentahar, Nagat Drawel, Gaith Rjoub, Witold Pedrycz:
A comprehensive survey on applications of transformers for deep learning tasks. Expert Syst. Appl. 241: 122666 (2024) - [j1366]Narges Baharloo, Jamal Bentahar, Nagat Drawel, Witold Pedrycz:
Model checking combined trust and commitments in Multi-Agent Systems. Expert Syst. Appl. 243: 122856 (2024) - [j1365]Ghalya Alwhishi, Jamal Bentahar, Ahmed Elwhishi, Witold Pedrycz:
MV-Checker: A software tool for multi-valued model checking intelligent applications with trust and commitment. Expert Syst. Appl. 245: 123113 (2024) - [j1364]Majed M. Alateeq, Witold Pedrycz:
Logic-oriented fuzzy neural networks: A survey. Expert Syst. Appl. 257: 125120 (2024) - [j1363]Yi Yang, Zhen-Song Chen, Witold Pedrycz, Marisol Gómez, Humberto Bustince:
Using I-subgroup-based weighted generalized interval t-norms for aggregating basic uncertain information. Fuzzy Sets Syst. 476: 108771 (2024) - [j1362]Bin Yu, Zijian Zheng, Mingjie Cai, Witold Pedrycz, Weiping Ding:
FRCM: A fuzzy rough c-means clustering method. Fuzzy Sets Syst. 480: 108860 (2024) - [j1361]Ngo Van Hoa, Tofigh Allahviranloo, Witold Pedrycz:
A new approach to the fractional Abel k-integral equations and linear fractional differential equations in a fuzzy environment. Fuzzy Sets Syst. 481: 108895 (2024) - [j1360]Pawel Karczmarek, Adam Gregosiewicz, Zbigniew A. Lagodowski, Michal Dolecki, Lukasz Galka, Pawel Powroznik, Witold Pedrycz, Kamil Jonak:
Analysis of smooth and enhanced smooth quadrature-inspired generalized Choquet integral. Fuzzy Sets Syst. 483: 108926 (2024) - [j1359]Zhen-Song Chen, Yi Yang, LeSheng Jin, Bapi Dutta, Luis Martínez, Witold Pedrycz, Radko Mesiar, Humberto Bustince:
Generalized extended Bonferroni means for isomorphic membership grades. Fuzzy Sets Syst. 488: 109009 (2024) - [j1358]Huilin Yang, Fusheng Yu, Witold Pedrycz, Zonglin Yang, Jiaqi Chang, Jiayin Wang:
An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanism. Int. J. Approx. Reason. 169: 109169 (2024) - [j1357]Muhammad Gulistan, Witold Pedrycz:
Introduction to q-Fractional Fuzzy Set. Int. J. Fuzzy Syst. 26(5): 1399-1416 (2024) - [j1356]Yudi Zhang, Tengfei Zhang, Chen Peng, Fumin Ma, Witold Pedrycz:
Rough Fuzzy K-Means Clustering Based on Parametric Decision-Theoretic Shadowed Set with Three-Way Approximation. Int. J. Fuzzy Syst. 26(5): 1698-1715 (2024) - [j1355]Yi Yang, Dan-Xia Xia, Witold Pedrycz, Muhammet Deveci, Zhen-Song Chen:
Cross-Platform Distributed Product Online Ratings Aggregation Approach for Decision Making with Basic Uncertain Linguistic Information. Int. J. Fuzzy Syst. 26(6): 1936-1957 (2024) - [j1354]Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz, Mariusz Wrzesien:
Time series classification with their image representation. Neurocomputing 573: 127214 (2024) - [j1353]Mirko Farina, Usman Ahmad, Ahmad Taha, Hussein Younes, Yusuf Mesbah, Xiao Yu, Witold Pedrycz:
Sparsity in transformers: A systematic literature review. Neurocomputing 582: 127468 (2024) - [j1352]Rami Al-Hmouz, Witold Pedrycz, Medhat Awadallah, Ahmed Chiheb Ammari:
Granular transfer learning. Neurocomputing 600: 128126 (2024) - [j1351]Zhen-Song Chen, Zhuo-Ran Wang, Muhammet Deveci, Weiping Ding, Witold Pedrycz, Miroslaw J. Skibniewski:
Optimization-based probabilistic decision support for assessing building information modelling (BIM) maturity considering multiple objectives. Inf. Fusion 102: 102026 (2024) - [j1350]Ghalya Alwhishi, Jamal Bentahar, Ahmed Elwhishi, Witold Pedrycz, Nagat Drawel:
Multi-valued model checking IoT and intelligent systems with commitment protocols in multi-source data environments. Inf. Fusion 102: 102048 (2024) - [j1349]Qianli Zhou, Ye Cui, Witold Pedrycz, Yong Deng:
Conjunctive and disjunctive combination rules in random permutation set theory: A layer-2 belief structure perspective. Inf. Fusion 102: 102083 (2024) - [j1348]Zhen-Song Chen, Chong-Ze Liang, Ya-Qiang Xu, Witold Pedrycz, Miroslaw J. Skibniewski:
Dynamic collective opinion generation framework for digital transformation barrier analysis in the construction industry. Inf. Fusion 103: 102096 (2024) - [j1347]Ahmed Shihab Albahri, Rula A. Hamid, Ahmed Raheem Abdulnabi, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Muhammet Deveci, Witold Pedrycz, Laith Alzubaidi, José Santamaría, Yuantong Gu:
Fuzzy decision-making framework for explainable golden multi-machine learning models for real-time adversarial attack detection in Vehicular Ad-hoc Networks. Inf. Fusion 105: 102208 (2024) - [j1346]Sha Fan, Haiming Liang, Witold Pedrycz, Dong Yue:
Integrating incomplete preference estimation and consistency control in consensus reaching. Inf. Fusion 106: 102268 (2024) - [j1345]Qiurui Liu, Yanfang Ma, Lin Chen, Witold Pedrycz, Miroslaw J. Skibniewski, Zhen-Song Chen:
Artificial intelligence for production, operations and logistics management in modular construction industry: A systematic literature review. Inf. Fusion 109: 102423 (2024) - [j1344]Doudou Guo, Weihua Xu, Weiping Ding, Yiyu Yao, Xizhao Wang, Witold Pedrycz, Yuhua Qian:
Concept-cognitive learning survey: Mining and fusing knowledge from data. Inf. Fusion 109: 102426 (2024) - [j1343]Sha Fan, Haiming Liang, Cong-Cong Li, Francisco Chiclana, Witold Pedrycz, Yucheng Dong:
Optimal resources allocation to support the consensus reaching in group decision making. Inf. Fusion 110: 102451 (2024) - [j1342]Zhe Liu, Muhammet Deveci, Dragan Pamucar, Witold Pedrycz:
An effective multi-source data fusion approach based on α-divergence in belief functions theory with applications to air target recognition and fault diagnosis. Inf. Fusion 110: 102458 (2024) - [j1341]Ghalya Alwhishi, Jamal Bentahar, Ahmed Elwhishi, Witold Pedrycz:
Multi-valued verification of commitment systems with uncertainty and inconsistency in multi-source data settings. Inf. Fusion 111: 102502 (2024) - [j1340]Zhenyu Jiang, Jiliang Li, Qinnan Hu, Weizhi Meng, Witold Pedrycz, Zhou Su:
Scalable Graph-Aware Edge Representation Learning for Wireless IoT Intrusion Detection. IEEE Internet Things J. 11(16): 26955-26969 (2024) - [j1339]Rafik A. Aliev, Witold Pedrycz, Babek G. Guirimov, Oleg H. Huseynov, Rafig R. Aliyev:
Z-relation-based multistage decision making. Inf. Sci. 653: 119799 (2024) - [j1338]Hengrong Ju, Xiaoxue Fan, Weiping Ding, Jiashuang Huang, Witold Pedrycz, Xibei Yang:
Multi-association evidential feature selection and its application to identifying schizophrenia. Inf. Sci. 674: 120647 (2024) - [j1337]Waldemar W. Koczkodaj, Witold Pedrycz, Alexander Pigazzini, Yingli Song, Jacek Szybowski:
On homology groups for pairwise comparisons method. Inf. Sci. 681: 121195 (2024) - [j1336]Zafran Khan, Jeonghwan Gwak, Naima Iltaf, Witold Pedrycz, Moongu Jeon:
RPf-GCNs: reciprocal perspective driven fused GCNs for rumor detection on social media. J. Big Data 11(1): 12 (2024) - [j1335]Mingjie Gao, Wei Huang, Shaohua Wan, Sung-Kwun Oh, Witold Pedrycz:
Cascade AdaBoost Neural Network Classifier: Analysis and Design. J. Circuits Syst. Comput. 33(7): 2450124:1-2450124:22 (2024) - [j1334]Baitong Chen, Jianhua Yang, Wei Lu, Witold Pedrycz, Changhai Sun:
Distributed Event-Triggered Algorithm with Network Independent Step-Size for Constraint-Coupled Optimization Problems. J. Circuits Syst. Comput. 33(12): 2450222:1-2450222:24 (2024) - [j1333]Weizhong Wang, Yi Wang, Yu Chen, Muhammet Deveci, Seifedine Kadry, Witold Pedrycz:
Analyzing the barriers to resilience supply chain adoption in the food industry using hybrid interval-valued fermatean fuzzy PROMETHEE-II model. J. Ind. Inf. Integr. 40: 100614 (2024) - [j1332]Zelin Wang, Xiangbin Wang, Weizhong Wang, Muhammet Deveci, Zengyuan Wu, Witold Pedrycz:
Consensus reaching-based decision model for assessing resilient urban public health safety ecosystem with social network analysis. J. Ind. Inf. Integr. 42: 100716 (2024) - [j1331]Seyyed Meysam Rozehkhani, Farnaz Mahan, Witold Pedrycz:
Efficient cloud data center: An adaptive framework for dynamic Virtual Machine Consolidation. J. Netw. Comput. Appl. 226: 103885 (2024) - [j1330]Jindong Qin, Mingzhi Zeng, Xiao Wei, Witold Pedrycz:
Ranking products through online reviews: A novel data-driven method based on interval type-2 fuzzy sets and sentiment analysis. J. Oper. Res. Soc. 75(5): 860-873 (2024) - [j1329]Luefeng Chen, Xiao Liu, Min Wu, Chengda Lu, Witold Pedrycz, Kaoru Hirota:
A LESO Based Backstepping Controller Considering Coal Seam Hardness for Rotary Speed in Coal Mine Tunnel Drilling Process. J. Syst. Sci. Complex. 37(5): 1789-1808 (2024) - [j1328]Yoonji Baek, Hanju Kim, Myungha Cho, Hyeonmo Kim, Chanhee Lee, Taewoong Ryu, Heonho Kim, Bay Vo, Vincent W. Gan, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Witold Pedrycz, Unil Yun:
An efficient approach for incremental erasable utility pattern mining from non-binary data. Knowl. Inf. Syst. 66(10): 5919-5958 (2024) - [j1327]Lu Chen, Witold Pedrycz, Haiyan Xu:
Analysis of power asymmetry conflict based on fuzzy options graph models. Knowl. Based Syst. 284: 111221 (2024) - [j1326]Yong Wang, Kuichao Li, Gai-Ge Wang, Dunwei Gong, Witold Pedrycz:
A fuzzy-guided adaptive algorithm with hierarchy mechanism for solving dynamic multi-objective optimization problems. Knowl. Based Syst. 284: 111227 (2024) - [j1325]Qin Chang, Zhen Zhang, Fanyue Wei, Jian Wang, Witold Pedrycz, Nikhil R. Pal:
Adaptive Nonstationary Fuzzy Neural Network. Knowl. Based Syst. 288: 111398 (2024) - [j1324]Kun Zhou, Sung-Kwun Oh, Witold Pedrycz, Jianlong Qiu, Kisung Seo:
A self-organizing deep network architecture designed based on LSTM network via elitism-driven roulette-wheel selection for time-series forecasting. Knowl. Based Syst. 289: 111481 (2024) - [j1323]Zhen-Song Chen, Yan Wang, Yue-Hua Chen, Abbas Mardani, Witold Pedrycz, Luis Martínez-López:
Towards a collective opinion generation approach with multiple objectives for evaluating rail transit station accessibility in urban areas. Knowl. Based Syst. 294: 111721 (2024) - [j1322]Vule Mizdrakovic, Maja Kljajic, Miodrag Zivkovic, Nebojsa Bacanin, Luka Jovanovic, Muhammet Deveci, Witold Pedrycz:
Forecasting bitcoin: Decomposition aided long short-term memory based time series modeling and its explanation with Shapley values. Knowl. Based Syst. 299: 112026 (2024) - [j1321]Weihao Zhang, Lei Yu, Huiqi Wang, Witold Pedrycz:
End-to-end dynamic residual focal transformer network for multimodal medical image fusion. Neural Comput. Appl. 36(19): 11579-11601 (2024) - [j1320]Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai Nagaratnam Suganthan, Yue Zhang, Witold Pedrycz, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani, Qiang Feng:
Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities. Swarm Evol. Comput. 86: 101517 (2024) - [j1319]Tianwei Zhou, Zhenghan Zhou, Haiyun Qiu, Ben Niu, Gabriel Xiao-Guang Yue, Witold Pedrycz:
Two-stage knowledge-assisted coevolutionary NSGA-II for bi-objective path planning of multiple unmanned aerial vehicles. Swarm Evol. Comput. 90: 101680 (2024) - [j1318]Weichang Sun, Zhihao Luo, Xingchen Hu, Witold Pedrycz, Jianmai Shi:
An improved variable neighborhood search algorithm embedded temporal and spatial synchronization for vehicle and drone cooperative routing problem with pre-reconnaissance. Swarm Evol. Comput. 91: 101699 (2024) - [j1317]Lingjing Luo, Hang Yang, Zhiwu Li, Witold Pedrycz:
Learning to Score: A Coding System for Constructed Response Items via Interactive Clustering. Syst. 12(9): 380 (2024) - [j1316]Yanjie Song, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Ran Yan, Dongming Fan, Yue Zhang:
Energy-Efficient Satellite Range Scheduling Using a Reinforcement Learning-Based Memetic Algorithm. IEEE Trans. Aerosp. Electron. Syst. 60(4): 4073-4087 (2024) - [j1315]Guohua Wu, Zhiqing Xiang, Yalin Wang, Yi Gu, Witold Pedrycz:
Improved Adaptive Large Neighborhood Search Algorithm Based on the Two-Stage Framework for Scheduling Multiple Super-Agile Satellites. IEEE Trans. Aerosp. Electron. Syst. 60(5): 7185-7200 (2024) - [j1314]Wentao Li, Chaojun Deng, Witold Pedrycz, Oscar Castillo, Chao Zhang, Tao Zhan:
Double-Quantitative Feature Selection Approach for Multigranularity Ordered Decision Systems. IEEE Trans. Artif. Intell. 5(5): 2385-2396 (2024) - [j1313]Yiming Tang, Jianwei Gao, Witold Pedrycz, Xianghui Hu, Lei Xi, Fuji Ren, Min Hu:
Modeling and Clustering of Parabolic Granular Data. IEEE Trans. Artif. Intell. 5(7): 3728-3742 (2024) - [j1312]Jinbo Li, Peng Liu, Long Chen, Witold Pedrycz, Weiping Ding:
An Integrated Fusion Framework for Ensemble Learning Leveraging Gradient-Boosting and Fuzzy Rule-Based Models. IEEE Trans. Artif. Intell. 5(11): 5771-5785 (2024) - [j1311]Luefeng Chen, Wei Cao, Biao Zheng, Min Wu, Witold Pedrycz, Kaoru Hirota:
Two-Stage Representation Refinement Based on Convex Combination for 3-D Human Poses Estimation. IEEE Trans. Artif. Intell. 5(12): 6500-6508 (2024) - [j1310]Xiuyu Huang, Kup-Sze Choi, Nan Zhou, Yuanpeng Zhang, Badong Chen, Witold Pedrycz:
Shallow Inception Domain Adaptation Network for EEG-Based Motor Imagery Classification. IEEE Trans. Cogn. Dev. Syst. 16(2): 521-533 (2024) - [j1309]Xiuyu Huang, Kup-Sze Choi, Shuang Liang, Yuanpeng Zhang, Yingkui Zhang, Simon K. Poon, Witold Pedrycz:
Frequency Domain Channel-Wise Attack to CNN Classifiers in Motor Imagery Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 71(5): 1587-1598 (2024) - [j1308]Nahia Mourad, Hassan A. AlSattar, Sarah Qahtan, Aws Alaa Zaidan, Muhammet Deveci, Arun Kumar Sangaiah, Witold Pedrycz:
Decisioning-Based Approach for Optimising Control Engineering Tools Using Digital Twin Capabilities and Other Cyber-Physical Metaverse Manufacturing System Components. IEEE Trans. Consumer Electron. 70(1): 3212-3221 (2024) - [j1307]Xiubin Zhu, Witold Pedrycz, Ting Qu, Zhiwu Li:
From Numeric to Granular Models: A Quest for Error and Performance Analysis. IEEE Trans. Cybern. 54(1): 150-161 (2024) - [j1306]Cong Wang, MengChu Zhou, Witold Pedrycz, Zhiwu Li:
Comparative Study on Noise-Estimation-Based Fuzzy C-Means Clustering for Image Segmentation. IEEE Trans. Cybern. 54(1): 241-253 (2024) - [j1305]Tengfei Zhang, Yudi Zhang, Fumin Ma, Chen Peng, Dong Yue, Witold Pedrycz:
Local Boundary Fuzzified Rough K-Means-Based Information Granulation Algorithm Under the Principle of Justifiable Granularity. IEEE Trans. Cybern. 54(1): 519-532 (2024) - [j1304]Jianglin Lu, Jie Zhou, Yudong Chen, Witold Pedrycz, Kwok-Wai Hung:
Asymmetric Transfer Hashing With Adaptive Bipartite Graph Learning. IEEE Trans. Cybern. 54(1): 533-545 (2024) - [j1303]Hongyue Guo, Mengjun Wan, Lidong Wang, Xiaodong Liu, Witold Pedrycz:
Weighted Fuzzy Clustering for Time Series With Trend-Based Information Granulation. IEEE Trans. Cybern. 54(2): 903-914 (2024) - [j1302]Congcong Zhang, Sung-Kwun Oh, Zunwei Fu, Witold Pedrycz:
Incremental Fuzzy Clustering-Based Neural Networks Driven With the Aid of Dynamic Input Space Partition and Quasi-Fuzzy Local Models. IEEE Trans. Cybern. 54(5): 2978-2991 (2024) - [j1301]Shuangrong Liu, Sung-Kwun Oh, Witold Pedrycz, Bo Yang, Lin Wang, Kisung Seo:
Fuzzy Adaptive Knowledge-Based Inference Neural Networks: Design and Analysis. IEEE Trans. Cybern. 54(9): 4875-4888 (2024) - [j1300]Zulin Liu, Fang Liu, Huonian Tu, Witold Pedrycz, Zuofang Yao:
A Relative Projection-Based Multiattribute Group Decision-Making Model With Noncooperative Behavior Management and Application to NEV Supplier Selection. IEEE Trans. Cybern. 54(10): 5852-5865 (2024) - [j1299]Jie Zhou, Ge Yuan, Can Gao, Xizhao Wang, Jianhua Dai, Witold Pedrycz:
Fuzzy Clustering Guided by Spectral Rotation and Scaling. IEEE Trans. Cybern. 54(11): 6471-6484 (2024) - [j1298]Jie Wang, Zheng Yan, Jiahe Lan, Elisa Bertino, Witold Pedrycz:
TrustGuard: GNN-Based Robust and Explainable Trust Evaluation With Dynamicity Support. IEEE Trans. Dependable Secur. Comput. 21(5): 4433-4450 (2024) - [j1297]Aijuan Song, Guohua Wu, Ling Zhou, Ling Wang, Witold Pedrycz:
Exact and Metaheuristic Algorithms for Variable Reduction. IEEE Trans. Evol. Comput. 28(6): 1704-1718 (2024) - [j1296]Jian-Peng Chang, Hong-Liang Zheng, Abbas Mardani, Witold Pedrycz, Zhen-Song Chen:
Evaluating Holistic Privacy Risk Posed by Smart Home Ecosystem: A Capability-Oriented Model Accommodating Epistemic Uncertainty and Wisdom of Crowds. IEEE Trans. Engineering Management 71: 5372-5390 (2024) - [j1295]Weiping Ding, Mohamed Abdel-Basset, Hossam Hawash, Mahardhika Pratama, Witold Pedrycz:
Generalizable Segmentation of COVID-19 Infection From Multi-Site Tomography Scans: A Federated Learning Framework. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 126-139 (2024) - [j1294]Yiming Tang, Jingjing Chen, Witold Pedrycz, Fuji Ren, Li Zhang:
Universal Quintuple Implicational Algorithm: A Unified Granular Computing Framework. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 1044-1056 (2024) - [j1293]LeSheng Jin, Zhen-Song Chen, Witold Pedrycz, Tapan Senapati, Boris Yatsalo, Radko Mesiar, Gleb Beliakov, Luis Martínez:
Aggregation of Basic Uncertain Information With Two-Step Aggregation Frame. IEEE Trans. Emerg. Top. Comput. Intell. 8(2): 1102-1109 (2024) - [j1292]Tailong Jing, Witold Pedrycz, Xiubin Zhu, Giancarlo Succi, ZhiWu Li:
Linguistic Models: Optimization With the Use of Conditional Fuzzy C-Means. IEEE Trans. Emerg. Top. Comput. Intell. 8(2): 1136-1141 (2024) - [j1291]Qian Shi, Hui Zhang, Witold Pedrycz:
Robust Learning-Based Gain-Scheduled Path Following Controller Design for Autonomous Ground Vehicles. IEEE Trans. Emerg. Top. Comput. Intell. 8(2): 1427-1436 (2024) - [j1290]Yifan Wang, Hisao Ishibuchi, Witold Pedrycz, Jihua Zhu, Xiangyong Cao, Jun Wang:
Convolutional Fuzzy Neural Networks With Random Weights for Image Classification. IEEE Trans. Emerg. Top. Comput. Intell. 8(5): 3279-3293 (2024) - [j1289]Shuangrong Liu, Sung-Kwun Oh, Witold Pedrycz, Bo Yang, Lin Wang, Jin Hee Yoon:
Reinforced Interval Type-2 Fuzzy Clustering-Based Neural Network Realized Through Attention-Based Clustering Mechanism and Successive Learning. IEEE Trans. Fuzzy Syst. 32(3): 1208-1222 (2024) - [j1288]Fan Li, Yongming Li, Yinghua Shen, Witold Pedrycz, Xiaoheng Zhang, Pin Wang, Pufei Li, Chuanyan Zhou, Huan Cheng:
Deep Fuzzy Envelope Sample Generation Mechanism for Imbalanced Ensemble Classification. IEEE Trans. Fuzzy Syst. 32(3): 1248-1262 (2024) - [j1287]Zonglin Yang, Fusheng Yu, Witold Pedrycz, Huilin Yang, Yuqing Tang, Chenxi Ouyang:
A Trend-Granulation-Based Fuzzy C-Means Algorithm for Clustering Interval-Valued Time Series. IEEE Trans. Fuzzy Syst. 32(3): 1263-1277 (2024) - [j1286]Xu Yang, Hongyan Xing, Xinyuan Ji, Xin Su, Witold Pedrycz:
Multitime Scale Thunderstorm Monitoring System With Real-Time Warning and Imaging. IEEE Trans. Fuzzy Syst. 32(4): 1821-1835 (2024) - [j1285]Youpeng Yang, Sanghyuk Lee, Haolan Zhang, Xiaowei Huang, Witold Pedrycz:
Negative Hesitation Fuzzy Sets and Their Application to Pattern Recognition. IEEE Trans. Fuzzy Syst. 32(4): 1836-1847 (2024) - [j1284]Xingchen Hu, Jindong Qin, Yinghua Shen, Witold Pedrycz, Xinwang Liu, Jiyuan Liu:
An Efficient Federated Multiview Fuzzy C-Means Clustering Method. IEEE Trans. Fuzzy Syst. 32(4): 1886-1899 (2024) - [j1283]Witold Pedrycz, Xianmin Wang:
Optimal Granularity of Machine Learning Models: A Perspective of Granular Computing. IEEE Trans. Fuzzy Syst. 32(4): 2176-2186 (2024) - [j1282]Yingying Liang, Witold Pedrycz, Jindong Qin:
Optimizing-Information-Granule-Based Consensus Reaching Model in Large-Scale Group Decision Making. IEEE Trans. Fuzzy Syst. 32(4): 2413-2427 (2024) - [j1281]Kun Zhou, Sung-Kwun Oh, Jianlong Qiu, Witold Pedrycz, Kisung Seo, Jin Hee Yoon:
Design of Hierarchical Neural Networks Using Deep LSTM and Self-Organizing Dynamical Fuzzy-Neural Network Architecture. IEEE Trans. Fuzzy Syst. 32(5): 2915-2929 (2024) - [j1280]Xiubin Zhu, Xingchen Hu, Lan Yang, Witold Pedrycz, Zhiwu Li:
A Development of Fuzzy-Rule-Based Regression Models Through Using Decision Trees. IEEE Trans. Fuzzy Syst. 32(5): 2976-2986 (2024) - [j1279]Yiming Tang, Jianwei Gao, Witold Pedrycz, Lei Xi, Fuji Ren:
An Overall Framework of Modeling, Clustering, and Evaluation for Trapezoidal Information Granules. IEEE Trans. Fuzzy Syst. 32(6): 3484-3496 (2024) - [j1278]Ge Zhang, Xiubin Zhu, Li Yin, Witold Pedrycz, Zhiwu Li:
Fuzzy Prediction Model in Privacy Protection: Takagi-Sugeno Rules Model via Differential Privacy. IEEE Trans. Fuzzy Syst. 32(6): 3716-3728 (2024) - [j1277]Ziwei Bian, Qin Chang, Jian Wang, Witold Pedrycz, Nikhil R. Pal:
Takagi-Sugeno-Kang Fuzzy Systems for High-Dimensional Multilabel Classification. IEEE Trans. Fuzzy Syst. 32(6): 3790-3804 (2024) - [j1276]Shuangrong Liu, Sung-Kwun Oh, Witold Pedrycz, Bo Yang, Lin Wang, Zhen Peng:
SCINN: Semantic Concept-Based Inference Neural Networks With Explainable and Deep Fuzzy Structure. IEEE Trans. Fuzzy Syst. 32(7): 4133-4147 (2024) - [j1275]Zhen-Sheng Zang, Rui Yin, Wei Lu, Witold Pedrycz, Liyong Zhang:
A Linguistically Interpretable Deep Fuzzy Classification System With Feature Transformation and Reconstruction. IEEE Trans. Fuzzy Syst. 32(8): 4297-4311 (2024) - [j1274]Chenxi Ouyang, Fei Yang, Fusheng Yu, Witold Pedrycz, Wladyslaw Homenda, Jiaqi Chang, Qian He, Zonglin Yang:
Constructing Spatial Relationship and Temporal Relationship Oriented Composite Fuzzy Cognitive Maps for Multivariate Time Series Forecasting. IEEE Trans. Fuzzy Syst. 32(8): 4338-4351 (2024) - [j1273]Bin Yu, Zijian Zheng, Mingjie Cai, Witold Pedrycz, Zeshui Xu:
CBCG: A Clustering Algorithm Based on Bidirectional Conical Information Granularity. IEEE Trans. Fuzzy Syst. 32(8): 4388-4400 (2024) - [j1272]Bozena Malysiak-Mrozek, Bartlomiej Ryba, Marek Moleda, Che-Lun Hung, Witold Pedrycz, Weiping Ding, Dariusz Mrozek:
Interpreting Industrial IoT Data Streams Through Fuzzy Querying With Hysteretic Fuzzy Sets on Apache Kafka. IEEE Trans. Fuzzy Syst. 32(8): 4671-4684 (2024) - [j1271]Yuanhang Zheng, Zeshui Xu, Yufei Li, Witold Pedrycz, Zhang Yi:
Biobjective Optimization Method for Large-Scale Group Decision Making Based on Hesitant Fuzzy Linguistic Preference Relations With Granularity Levels. IEEE Trans. Fuzzy Syst. 32(8): 4759-4771 (2024) - [j1270]Sheng Du, Xian Ma, Min Wu, Weihua Cao, Witold Pedrycz:
Time Series Anomaly Detection via Rectangular Information Granulation for Sintering Process. IEEE Trans. Fuzzy Syst. 32(8): 4799-4804 (2024) - [j1269]Jiqiang Chen, Litao Ma, Witold Pedrycz, Xu Wang:
A New Neurodynamics-Based Model for Fuzzy Convex Optimization Problems With Fuzzy Coefficients and General Constraints. IEEE Trans. Fuzzy Syst. 32(9): 5073-5085 (2024) - [j1268]Xingchen Hu, Xiubin Zhu, Lan Yang, Witold Pedrycz, Zhiwu Li:
A Design of Fuzzy Rule-Based Classifier for Multiclass Classification and Its Realization in Horizontal Federated Learning. IEEE Trans. Fuzzy Syst. 32(9): 5098-5108 (2024) - [j1267]Zhen Wang, Sung-Kwun Oh, Zunwei Fu, Witold Pedrycz, Seok-Beom Roh, Jin Hee Yoon:
Self-Organizing Hybrid Fuzzy Polynomial Neural Network Classifier Driven Through Dynamically Adaptive Structure and Compound Regularization Technique. IEEE Trans. Fuzzy Syst. 32(9): 5385-5399 (2024) - [j1266]Hao Huang, Sung-Kwun Oh, Zunwei Fu, Chuan-Kun Wu, Witold Pedrycz, Jin-Yul Kim:
FSCNN: Fuzzy Channel Filter-Based Separable Convolution Neural Networks for Medical Imaging Recognition. IEEE Trans. Fuzzy Syst. 32(10): 5449-5461 (2024) - [j1265]Sheng Zhang, Yingying Fang, Yang Nan, Shiyi Wang, Weiping Ding, Yew-Soon Ong, Alejandro F. Frangi, Witold Pedrycz, Simon Walsh, Guang Yang:
Fuzzy Attention-Based Border Rendering Orthogonal Network for Lung Organ Segmentation. IEEE Trans. Fuzzy Syst. 32(10): 5462-5476 (2024) - [j1264]Zheng Wang, Eun-Hu Kim, Sung-Kwun Oh, Witold Pedrycz, Zunwei Fu, Jin Hee Yoon:
Reinforced Fuzzy-Rule-Based Neural Networks Realized Through Streamlined Feature Selection Strategy and Fuzzy Clustering With Distance Variation. IEEE Trans. Fuzzy Syst. 32(10): 5674-5686 (2024) - [j1263]Qi Lang, Witold Pedrycz, Xiaodong Liu, Yan Fang:
A Tree-Shaped Fuzzy Clustering Answer Retrieval Model Based on Question Alignment. IEEE Trans. Fuzzy Syst. 32(10): 5845-5857 (2024) - [j1262]Yuqing Tang, Fusheng Yu, Witold Pedrycz:
Synergizing Two Types of Fuzzy Information Granules for Accurate and Interpretable Multistep Forecasting of Time Series. IEEE Trans. Fuzzy Syst. 32(10): 5910-5923 (2024) - [j1261]Hengrong Ju, Xiaoxue Fan, Weiping Ding, Jiashuang Huang, Suping Xu, Xibei Yang, Witold Pedrycz:
Dual-Channel Fuzzy Interaction Information Fused Feature Selection With Fuzzy Sparse and Shared Granularities. IEEE Trans. Fuzzy Syst. 32(11): 6056-6068 (2024) - [j1260]Majed M. Alateeq, Witold Pedrycz:
Multicontext Fuzzy Clustering: Toward Interpretable Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 32(12): 6720-6730 (2024) - [j1259]Lan Yang, Xiubin Zhu, Witold Pedrycz, Zhiwu Li, Xingchen Hu:
A Granular Aggregation of Multifaceted Gaussian Process Models. IEEE Trans. Fuzzy Syst. 32(12): 6801-6810 (2024) - [j1258]Jie Hu, Min Wu, Weihua Cao, Witold Pedrycz:
Dynamic Modeling Framework Based on Automatic Identification of Operating Conditions for Sintering Carbon Consumption Prediction. IEEE Trans. Ind. Electron. 71(3): 3133-3141 (2024) - [j1257]Xiaohan Yuan, Jiqiang Liu, Bin Wang, Wei Wang, Bin Wang, Tao Li, Xiaobo Ma, Witold Pedrycz:
FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-Hoc Networks. IEEE Trans. Inf. Forensics Secur. 19: 777-792 (2024) - [j1256]Yurong Hao, Xihui Chen, Wei Wang, Jiqiang Liu, Tao Li, Junyong Wang, Witold Pedrycz:
Eyes on Federated Recommendation: Targeted Poisoning With Competition and Its Mitigation. IEEE Trans. Inf. Forensics Secur. 19: 10173-10188 (2024) - [j1255]Eun-Hu Kim, Zheng Wang, Hao Zong, Ziwu Jiang, Zunwei Fu, Witold Pedrycz:
Design of Tobacco Leaves Classifier Through Fuzzy Clustering-Based Neural Networks With Multiple Histogram Analyses of Images. IEEE Trans. Ind. Informatics 20(3): 4698-4709 (2024) - [j1254]Yuanfeng Huang, Sheng Du, Jie Hu, Witold Pedrycz, Min Wu:
Condition Recognition Strategy Based on Fuzzy Clustering With Information Granulation for Blast Furnace. IEEE Trans. Ind. Informatics 20(4): 5864-5873 (2024) - [j1253]Jie Hu, Min Wu, Weihua Cao, Witold Pedrycz:
Soft-Sensing of Burn-Through Point Based on Weighted Kernel Just-in-Time Learning and Fuzzy Broad-Learning System in Sintering Process. IEEE Trans. Ind. Informatics 20(5): 7316-7324 (2024) - [j1252]Luefeng Chen, Wenhao Duan, Jiazhuo Li, Min Wu, Witold Pedrycz, Kaoru Hirota:
Attention-Based Deep Neural Network Combined Local and Global Features for Indoor Scene Recognition. IEEE Trans. Ind. Informatics 20(11): 12684-12693 (2024) - [j1251]Yizhang Wang, Wei Pang, Witold Pedrycz:
One-Shot Federated Clustering Based on Stable Distance Relationships. IEEE Trans. Ind. Informatics 20(11): 13262-13272 (2024) - [j1250]Yao Liu, Jianmai Shi, Zhihao Luo, Xingchen Hu, Witold Pedrycz, Zhong Liu:
Cooperated Truck-Drone Routing With Drone Energy Consumption and Time Windows. IEEE Trans. Intell. Transp. Syst. 25(12): 20390-20404 (2024) - [j1249]Huimin Zhang, Xingchen Hu, Xiubin Zhu, Xinwang Liu, Witold Pedrycz:
Application of Gradient Boosting in the Design of Fuzzy Rule-Based Regression Models. IEEE Trans. Knowl. Data Eng. 36(11): 5621-5632 (2024) - [j1248]Juanying Xie, Mingzhao Wang, Philip W. Grant, Witold Pedrycz:
Feature Selection With Discernibility and Independence Criteria. IEEE Trans. Knowl. Data Eng. 36(11): 6195-6209 (2024) - [j1247]Kehua Yuan, Duoqian Miao, Witold Pedrycz, Weiping Ding, Hongyun Zhang:
Ze-HFS: Zentropy-Based Uncertainty Measure for Heterogeneous Feature Selection and Knowledge Discovery. IEEE Trans. Knowl. Data Eng. 36(11): 7326-7339 (2024) - [j1246]Yang Nan, Javier Del Ser, Zeyu Tang, Peng Tang, Xiaodan Xing, Yingying Fang, Francisco Herrera, Witold Pedrycz, Simon Walsh, Guang Yang:
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7391-7404 (2024) - [j1245]Wei Huang, Mingxi Sun, Liehuang Zhu, Sung-Kwun Oh, Witold Pedrycz:
Deep Fuzzy Min-Max Neural Network: Analysis and Design. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8229-8240 (2024) - [j1244]Luefeng Chen, Min Li, Min Wu, Witold Pedrycz, Kaoru Hirota:
Coupled Multimodal Emotional Feature Analysis Based on Broad-Deep Fusion Networks in Human-Robot Interaction. IEEE Trans. Neural Networks Learn. Syst. 35(7): 9663-9673 (2024) - [j1243]Wei Huang, Yueyue Xiao, Sung-Kwun Oh, Witold Pedrycz, Liehuang Zhu:
Random Polynomial Neural Networks: Analysis and Design. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15589-15599 (2024) - [j1242]Luefeng Chen, Min Li, Min Wu, Witold Pedrycz, Kaoru Hirota:
Convolutional Features-Based Broad Learning With LSTM for Multidimensional Facial Emotion Recognition in Human-Robot Interaction. IEEE Trans. Syst. Man Cybern. Syst. 54(1): 64-75 (2024) - [j1241]Fanyong Meng, Zongrun Wang, Witold Pedrycz, Chunqiao Tan:
Consensus Analysis for Large-Scale Group Decision Making Based on Two-Stage Nash-Bargaining Game. IEEE Trans. Syst. Man Cybern. Syst. 54(1): 556-567 (2024) - [j1240]Yueqi Chen, Witold Pedrycz, Jian Wang, Chao Zhang, Jie Yang:
A New Oversampling Method Based on Triangulation of Sample Space. IEEE Trans. Syst. Man Cybern. Syst. 54(2): 774-786 (2024) - [j1239]Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li:
Privacy-Preserving Realization of Fuzzy Clustering and Fuzzy Modeling Through Vertical Federated Learning. IEEE Trans. Syst. Man Cybern. Syst. 54(2): 915-924 (2024) - [j1238]Yanjie Song, Junwei Ou, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan, Xinwei Wang, Lining Xing, Yue Zhang:
Generalized Model and Deep Reinforcement Learning-Based Evolutionary Method for Multitype Satellite Observation Scheduling. IEEE Trans. Syst. Man Cybern. Syst. 54(4): 2576-2589 (2024) - [j1237]Tao Zhan, Yuanqing Xia, Wentao Li, Witold Pedrycz, Shuping Ma:
Adaptive Sliding Mode Control for Nonlinear Impulsive Time-Delay Hybrid Systems. IEEE Trans. Syst. Man Cybern. Syst. 54(8): 4688-4700 (2024) - [j1236]Xiaofeng Xu, Ziru Lin, Xiang Li, Wanli Yi, Witold Pedrycz:
Flexible Districting Policy for the Multiperiod Emergency Resource Allocation Problem With Demand Priority. IEEE Trans. Syst. Man Cybern. Syst. 54(11): 6977-6988 (2024) - [j1235]Yuan Su, Yuheng Wang, Jiliang Li, Zhou Su, Witold Pedrycz, Qinnan Hu:
Oracle Based Privacy-Preserving Cross-Domain Authentication Scheme. IEEE Trans. Sustain. Comput. 9(4): 602-614 (2024) - [j1234]Siyou Tao, Zhiyang Ju, Liang Li, Hui Zhang, Witold Pedrycz:
Tire Road Friction Coefficient Estimation for Individual Wheel Based on Two Robust PMI Observers and a Multilayer Perceptron. IEEE Trans. Veh. Technol. 73(9): 12530-12541 (2024) - [c292]Hao Wang, Luefeng Chen, Xiao Liu, Min Wu, Witold Pedrycz, Kaoru Hirota:
Uniaxial Compressive Strength Prediction of Rocks based on LSTM-Adaboost from Multi-Sources. ASCC 2024: 1492-1496 - [c291]Giustino Claudio Miglionico, Pietro Ducange, Francesco Marcelloni, Witold Pedrycz:
Deep Learning and Multi-Objective Evolutionary Fuzzy Classifiers: A Comparative Analysis for Brain Tumor Classification in MRI Images. EXPLAINS 2024: 108-115 - [c290]Pawel Karczmarek, Rafal Stegierski, Bartlomiej Ambrozkiewicz, Andrzej Koszewnik, Daniel Oldziej, Arkadiusz Syta, Michal Dolecki, Adam Kiersztyn, Albert Rachwal, Konrad Smolinski, Witold Pedrycz:
Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Drone Engine Failures Detection. ICAISC (1) 2024: 155-166 - [c289]Rauzan Sumara, Wladyslaw Homenda, Witold Pedrycz, Fusheng Yu:
A Dictionary-Based with Stacked Ensemble Learning to Time Series Classification. ICCS (3) 2024: 120-128 - [c288]Xiao Liu, Luefeng Chen, Min Wu, Weihua Cao, Chengda Lu, Witold Pedrycz:
Robust Control of Feeding Speed for Coal Mine Tunnel Drilling Machines. ICIT 2024: 1-6 - [c287]Rauzan Sumara, Wladyslaw Homenda, Witold Pedrycz:
ARFIMA for Feature-Based Time Series Classification. PACIS 2024 - [c286]Juan Carlos González-Quesada, Francisco Javier Cabrerizo, Enrique Herrera-Viedma, Witold Pedrycz:
Building Consensus in Group Decision-Making with Intuitionistic Reciprocal Preference Relations: An Analysis of Various Protocols of Information Granularity Distribution. SMC 2024: 1364-1369 - [i48]Jia Wei, Xingjun Zhang, Witold Pedrycz:
BEND: Bagging Deep Learning Training Based on Efficient Neural Network Diffusion. CoRR abs/2403.15766 (2024) - [i47]Xu Wu, Xianxu Hou, Zhihui Lai, Jie Zhou, Ya-nan Zhang, Witold Pedrycz, Linlin Shen:
CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement. CoRR abs/2404.05253 (2024) - [i46]Serena Nicolazzo, Antonino Nocera, Witold Pedrycz:
Service Level Agreements and Security SLA: A Comprehensive Survey. CoRR abs/2405.00009 (2024) - [i45]Da Fu, Mingfei Rong, Eun-Hu Kim, Hao Huang, Witold Pedrycz:
DCNN: Dual Cross-current Neural Networks Realized Using An Interactive Deep Learning Discriminator for Fine-grained Objects. CoRR abs/2405.04093 (2024) - [i44]Zihang Jia, Zhen Zhang, Witold Pedrycz:
Generation of Granular-Balls for Clustering Based on the Principle of Justifiable Granularity. CoRR abs/2405.06904 (2024) - [i43]Jia Wei, Xingjun Zhang, Witold Pedrycz, Longxiang Wang, Jie Zhao:
Dual-pronged deep learning preprocessing on heterogeneous platforms with CPU, GPU and CSD. CoRR abs/2407.00005 (2024) - [i42]Jie Yang, Lingyun Xiaodiao, Guoyin Wang, Witold Pedrycz, Shuyin Xia, Qinghua Zhang, Di Wu:
A robust three-way classifier with shadowed granular-balls based on justifiable granularity. CoRR abs/2407.11027 (2024) - [i41]Yingying Ren, Qiuli Li, Yangyang Guo, Witold Pedrycz, Lining Xing, Anfeng Liu, Yanjie Song:
A Distance Similarity-based Genetic Optimization Algorithm for Satellite Ground Network Planning Considering Feeding Mode. CoRR abs/2408.16300 (2024) - [i40]Zhuolin Li, Zhen Zhang, Witold Pedrycz:
An incremental preference elicitation-based approach to learning potentially non-monotonic preferences in multi-criteria sorting. CoRR abs/2409.02760 (2024) - [i39]Yi Liu, Xiaoan Tang, Witold Pedrycz, Qiang Zhang:
Cost-Effective Community-Hierarchy-Based Mutual Voting Approach for Influence Maximization in Complex Networks. CoRR abs/2409.14034 (2024) - [i38]Qianlei Jia, Witold Pedrycz:
Linguistic Fuzzy Information Evolution with Random Leader Election Mechanism for Decision-Making Systems. CoRR abs/2410.15171 (2024) - [i37]Saidul Islam, Gaith Rjoub, Hanae Elmekki, Jamal Bentahar, Witold Pedrycz, Robin Cohen:
Machine Learning Innovations in CPR: A Comprehensive Survey on Enhanced Resuscitation Techniques. CoRR abs/2411.03131 (2024) - 2023
- [b12]Mehdi Soltanifar, Hamid Sharafi, Farhad Hosseinzadeh Lotfi, Witold Pedrycz, Tofigh Allahviranloo:
Preferential Voting and Applications: Approaches Based on Data Envelopment Analysis. Springer 2023, ISBN 978-3-031-30402-6, pp. 1-185 - [b11]Farhad Hosseinzadeh Lotfi, Tofigh Allahviranloo, Witold Pedrycz, Mohammadreza Shahriari, Hamid Sharafi, Somayeh Razipour-GhalehJough:
Fuzzy Decision Analysis: Multi Attribute Decision Making Approach. Studies in Computational Intelligence 1121, Springer 2023, ISBN 978-3-031-44741-9, pp. 1-344 - [j1233]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) - [j1232]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) - [j1231]Hang Yang, Xunbo Li, Zhigui Liu, Witold Pedrycz:
Improved Differential Privacy Noise Mechanism in Quantum Machine Learning. IEEE Access 11: 50157-50164 (2023) - [j1230]Yegor Bugayenko, Mirko Farina, Artem V. Kruglov, Witold Pedrycz, Yaroslav Plaksin, Giancarlo Succi:
Automatically Prioritizing Tasks in Software Development. IEEE Access 11: 90322-90334 (2023) - [j1229]Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Zbigniew A. Lagodowski, Adam Gregosiewicz, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski, Kamil Jonak:
Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems. IEEE Access 11: 124676-124689 (2023) - [j1228]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) - [j1227]Jiang Deng, Jianming Zhan, Weiping Ding, Peide Liu, Witold Pedrycz:
A novel prospect-theory-based three-way decision methodology in multi-scale information systems. Artif. Intell. Rev. 56(7): 6591-6625 (2023) - [j1226]Pei Wang, Qinli Zhang, Witold Pedrycz, Zhaowen Li, Ching-Feng Wen:
Uncertainty measurement of partially labeled categorical data with application to semi-supervised attribute reduction. Artif. Intell. Rev. 56(12): 14731-14764 (2023) - [j1225]Jindong Qin, Yingying Liang, Luis Martínez-López, Alessio Ishizaka, Witold Pedrycz:
ORESTE-SORT: a novel multiple criteria sorting method for sorting port group competitiveness. Ann. Oper. Res. 325(2): 875-909 (2023) - [j1224]Yanjun Zhou, Huorong Ren, Dan Zhao, Zhi Wu Li, Witold Pedrycz:
A novel multi-level framework for anomaly detection in time series data. Appl. Intell. 53(9): 10009-10026 (2023) - [j1223]Jianming Zhan, Kai Zhang, Peide Liu, Witold Pedrycz:
A novel group decision-making approach in multi-scale environments. Appl. Intell. 53(12): 15127-15146 (2023) - [j1222]Xiuyu Huang, Nan Zhou, Jian Huang, Huaidong Zhang, Witold Pedrycz, Kup-Sze Choi:
Center transfer for supervised domain adaptation. Appl. Intell. 53(15): 18277-18293 (2023) - [j1221]Yueqi Chen, Witold Pedrycz, Jie Yang:
A new boundary-degree-based oversampling method for imbalanced data. Appl. Intell. 53(22): 26518-26541 (2023) - [j1220]Xiaoyu Han, Xiubin Zhu, Witold Pedrycz, Zhiwu Li:
A three-way classification with fuzzy decision trees. Appl. Soft Comput. 132: 109788 (2023) - [j1219]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) - [j1218]Xueyan Xu, Fusheng Yu, Witold Pedrycz, Xubo Du:
Multi-source fuzzy comprehensive evaluation. Appl. Soft Comput. 135: 110042 (2023) - [j1217]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) - [j1216]Xiyang Yang, Fusheng Yu, Witold Pedrycz, Zhiwei Li:
Clustering time series under trend-oriented fuzzy information granulation. Appl. Soft Comput. 141: 110284 (2023) - [j1215]Dan Wang, Xiubin Zhu, Witold Pedrycz, Adam Gacek, Aleksander Sobotnicki, Zhiwu Li:
Modeling and analysis of cardioimpedance signals using polynomial models and fuzzy rule-based models. Appl. Soft Comput. 144: 110482 (2023) - [j1214]Chao Zhang, Jingjing Zhang, Wentao Li, Witold Pedrycz, Deyu Li:
A regret theory-based multi-granularity three-way decision model with incomplete T-spherical fuzzy information and its application in forest fire management. Appl. Soft Comput. 145: 110539 (2023) - [j1213]Imran Ali, Yongming Li, Witold Pedrycz:
Granular Computing Approach to Evaluate Spatio-Temporal Events in Intuitionistic Fuzzy Sets Data through Formal Concept Analysis. Axioms 12(5): 407 (2023) - [j1212]Yadi Wang, Hongyun Zhang, Duoqian Miao, Witold Pedrycz:
Multi-granularity re-ranking for visible-infrared person re-identification. CAAI Trans. Intell. Technol. 8(3): 770-779 (2023) - [j1211]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) - [j1210]Yingying Liang, Yanbing Ju, Yan Tu, Witold Pedrycz, Luis Martínez-López:
Minimum cost consensus model with altruistic preference. Comput. Ind. Eng. 179: 109229 (2023) - [j1209]Zhen Shu, Aijuan Song, Guohua Wu, Witold Pedrycz:
Variable Reduction Strategy Integrated Variable Neighborhood Search and NSGA-II Hybrid Algorithm for Emergency Material Scheduling. Complex Syst. Model. Simul. 3(2): 83-101 (2023) - [j1208]Dragan Pamucar, Muhammet Deveci, Ilgin Gökasar, Dursun Delen, Mario Köppen, Witold Pedrycz:
Evaluation of metaverse integration alternatives of sharing economy in transportation using fuzzy Schweizer-Sklar based ordinal priority approach. Decis. Support Syst. 171: 113944 (2023) - [j1207]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) - [j1206]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) - [j1205]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) - [j1204]Quang-Thinh Bui, My-Phuong Ngo, Václav Snásel, Witold Pedrycz, Bay Vo:
Information measures based on similarity under neutrosophic fuzzy environment and multi-criteria decision problems. Eng. Appl. Artif. Intell. 122: 106026 (2023) - [j1203]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) - [j1202]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) - [j1201]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) - [j1200]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) - [j1199]Fei Yan, Hesheng Huang, Witold Pedrycz, Kaoru Hirota:
Automated breast cancer detection in mammography using ensemble classifier and feature weighting algorithms. Expert Syst. Appl. 227: 120282 (2023) - [j1198]Paolo Ciancarini, Artem V. Kruglov, Aygul Malikova, Witold Pedrycz, Giancarlo Succi:
How social interactions can affect Modern Code Review. Frontiers Comput. Sci. 5 (2023) - [j1197]Yingxu Wang, Bernard Widrow, C. A. R. Hoare, Witold Pedrycz, Robert C. Berwick, Konstantinos N. Plataniotis, Imre J. Rudas, Jianhua Lu, Janusz Kacprzyk:
The odyssey to next-generation computers: cognitive computers (κC) inspired by the brain and powered by intelligent mathematics. Frontiers Comput. Sci. 5 (2023) - [j1196]Zhen Wang, Sung-Kwun Oh, Zheng Wang, Zunwei Fu, Witold Pedrycz, Jin Hee Yoon:
Design of progressive fuzzy polynomial neural networks through gated recurrent unit structure and correlation/probabilistic selection strategies. Fuzzy Sets Syst. 470: 108656 (2023) - [j1195]Sha Qiao, Ping Zhu, Witold Pedrycz:
Approximate bisimulations for fuzzy-transition systems. Fuzzy Sets Syst. 472: 108533 (2023) - [j1194]Muhammad Akram, Ghulam Muhammad, Tofigh Allahviranloo, Witold Pedrycz:
Incommensurate non-homogeneous system of fuzzy linear fractional differential equations using the fuzzy bunch of real functions. Fuzzy Sets Syst. 473: 108725 (2023) - [j1193]Jie Yang, Zhenhao Jiang, Tingting Pan, Yueqi Chen, Witold Pedrycz:
Oversampling method based on GAN for tabular binary classification problems. Intell. Data Anal. 27(5): 1287-1308 (2023) - [j1192]Muhammad Gulistan, Witold Pedrycz:
Cubic q-Fractional Fuzzy Sets and Their Applications. Int. J. Fuzzy Syst. 25(6): 2326-2337 (2023) - [j1191]Si-Hai Feng, Yao-Jiao Xin, Sheng-Hua Xiong, Zhen-Song Chen, Muhammet Deveci, Diego García-Zamora, Witold Pedrycz:
Safety Perception Evaluation of Civil Aviation Based on Weibo Posts in China: An Enhanced Large-Scale Group Decision-Making Framework. Int. J. Fuzzy Syst. 25(8): 3233-3259 (2023) - [j1190]Mingli Song, Yan Li, Witold Pedrycz:
Time series prediction with granular neural networks. Neurocomputing 546: 126328 (2023) - [j1189]Changming Zhu, Yanchen Liu, Duoqian Miao, Yilin Dong, Witold Pedrycz:
Within- cross- consensus-view representation-based multi-view multi-label learning with incomplete data. Neurocomputing 557: 126729 (2023) - [j1188]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) - [j1187]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) - [j1186]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) - [j1185]Zhen-Song Chen, Jun-Yang Chen, Yue-Hua Chen, Yi Yang, LeSheng Jin, Enrique Herrera-Viedma, Witold Pedrycz:
Large-group failure mode and effects analysis for risk management of angle grinders in the construction industry. Inf. Fusion 97: 101803 (2023) - [j1184]Jindong Qin, Luis Martínez, Witold Pedrycz, Xiaoyu Ma, Yingying Liang:
An overview of granular computing in decision-making: Extensions, applications, and challenges. Inf. Fusion 98: 101833 (2023) - [j1183]Xianfeng Huang, Jianming Zhan, Weiping Ding, Witold Pedrycz:
Regret theory-based multivariate fusion prediction system and its application to interest rate estimation in multi-scale information systems. Inf. Fusion 99: 101860 (2023) - [j1182]Weiping Ding, Haipeng Wang, Jiashuang Huang, Hengrong Ju, Yu Geng, Chin-Teng Lin, Witold Pedrycz:
FTransCNN: Fusing Transformer and a CNN based on fuzzy logic for uncertain medical image segmentation. Inf. Fusion 99: 101880 (2023) - [j1181]Lu Chen, Haiyan Xu, Witold Pedrycz:
Conflict analysis based on a novel three-way decisions graph model for conflict resolution method under hesitant fuzzy environment. Inf. Fusion 100: 101936 (2023) - [j1180]Sheng-Hua Xiong, Yao-Jiao Xin, Zhen-Song Chen, Rosa M. Rodríguez, Si-Hai Feng, Luis Martínez-López, Witold Pedrycz:
Two improved N-two-stage K-means clustering aggregation algorithmic paradigms for HFLTS possibility distributions. Inf. Fusion 100: 101964 (2023) - [j1179]Ling Li, Shengxue Jiao, Yinghua Shen, Bingsheng Liu, Witold Pedrycz, Yuan Chen, Xiaoan Tang:
A two-stage consensus model for large-scale group decision-making considering dynamic social networks. Inf. Fusion 100: 101972 (2023) - [j1178]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) - [j1177]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) - [j1176]Jiancheng Tu, Zhibin Wu, Witold Pedrycz:
Priority ranking for the best-worst method. Inf. Sci. 635: 42-55 (2023) - [j1175]Yuanfeng Huang, Sheng Du, Jie Hu, Witold Pedrycz, Min Wu:
Condition Recognition Method with Information Granulation for Burden Distribution in Blast Furnace. J. Adv. Comput. Intell. Intell. Informatics 27(4): 585-593 (2023) - [j1174]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) - [j1173]Imran Ali, Yongming Li, Witold Pedrycz:
Granular computing approach for the ordinal semantic weighted multiscale values for the attributes in formal concept analysis algorithm. J. Intell. Fuzzy Syst. 45(1): 1567-1586 (2023) - [j1172]Muhammad Gulistan, Witold Pedrycz, Naveed Yaqoob:
Switching perspectives: Investigating the relationships and applications of q-fractional fuzzy sets with other fuzzy set classes in decision making. J. Intell. Fuzzy Syst. 45(6): 11695-11706 (2023) - [j1171]Yejun Xu, Mengqi Li, Witold Pedrycz:
Verifying and managing additive consistency and deriving weights for hesitant fuzzy preference relations. J. Oper. Res. Soc. 74(6): 1462-1474 (2023) - [j1170]Yingying Liang, Yanbing Ju, Jindong Qin, Witold Pedrycz, Peiwu Dong:
Minimum cost consensus model with loss aversion based large-scale group decision making. J. Oper. Res. Soc. 74(7): 1712-1729 (2023) - [j1169]Kecan Cai, Hongyun Zhang, Witold Pedrycz, Duoqian Miao:
SSS-Net: A shadowed-sets-based semi-supervised sample selection network for classification on noise labeled images. Knowl. Based Syst. 276: 110732 (2023) - [j1168]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) - [j1167]Weiping Ding, Zhihao Feng, Javier Andreu-Perez, Witold Pedrycz:
Derived Multi-population Genetic Algorithm for Adaptive Fuzzy C-Means Clustering. Neural Process. Lett. 55(3): 2023-2047 (2023) - [j1166]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) - [j1165]Yiming Tang, Zhifu Pan, Xianghui Hu, Witold Pedrycz, Renhao Chen:
Knowledge-Induced Multiple Kernel Fuzzy Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14838-14855 (2023) - [j1164]Hongyun Zhang, Miao Li, Duoqian Miao, Witold Pedrycz, Zhaoguo Wang, Minghui Jiang:
Construction of a feature enhancement network for small object detection. Pattern Recognit. 143: 109801 (2023) - [j1163]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) - [j1162]Sang-Beom Park, Sung-Kwun Oh, Witold Pedrycz:
Feature data-driven-reinforced fuzzy radial basis function neural network classifier with the aid of preprocessing techniques and particle swarm optimization. Soft Comput. 27(21): 15443-15462 (2023) - [j1161]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) - [j1160]Zhenzhen Hu, Wenyin Gong, Witold Pedrycz, Yanchi Li:
Deep reinforcement learning assisted co-evolutionary differential evolution for constrained optimization. Swarm Evol. Comput. 83: 101387 (2023) - [j1159]Guohua Wu, Xiao Mao, Yingguo Chen, Xinwei Wang, Wenkun Liao, Witold Pedrycz:
Coordinated Scheduling of Air and Space Observation Resources via Divide-and-Conquer Framework and Iterative Optimization. IEEE Trans. Aerosp. Electron. Syst. 59(4): 3631-3642 (2023) - [j1158]Peng Han, Yanning Guo, Pengyu Wang, Chuanjiang Li, Witold Pedrycz:
Optimal Orbit Design and Mission Scheduling for Sun-Synchronous Orbit On-Orbit Refueling System. IEEE Trans. Aerosp. Electron. Syst. 59(5): 4968-4983 (2023) - [j1157]Yanjie Song, Junwei Ou, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Qinwen Yang, Lining Xing:
Learning Adaptive Genetic Algorithm for Earth Electromagnetic Satellite Scheduling. IEEE Trans. Aerosp. Electron. Syst. 59(6): 9010-9025 (2023) - [j1156]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) - [j1155]Yan Fang, Wei Lu, Xiaodong Liu, Witold Pedrycz, Qi Lang, Jianhua Yang:
CircularE: A Complex Space Circular Correlation Relational Model for Link Prediction in Knowledge Graph Embedding. IEEE ACM Trans. Audio Speech Lang. Process. 31: 3162-3175 (2023) - [j1154]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) - [j1153]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) - [j1152]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) - [j1151]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) - [j1150]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) - [j1149]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) - [j1148]Yangjingjing Zhang, Xia Chen, Witold Pedrycz, Yucheng Dong:
Consensus Reaching Based on Social Influence Evolution in Group Decision Making. IEEE Trans. Cybern. 53(7): 4134-4147 (2023) - [j1147]Di Jin, Rui Wang, Tao Wang, Dongxiao He, Weiping Ding, Yuxiao Huang, Longbiao Wang, Witold Pedrycz:
Amer: A New Attribute-Missing Network Embedding Approach. IEEE Trans. Cybern. 53(7): 4306-4319 (2023) - [j1146]Yihan Wang, Fusheng Yu, Wladyslaw Homenda, Witold Pedrycz, Agnieszka Jastrzebska, Xiao Wang:
Training Novel Adaptive Fuzzy Cognitive Map by Knowledge-Guidance Learning Mechanism for Large-Scale Time-Series Forecasting. IEEE Trans. Cybern. 53(7): 4665-4676 (2023) - [j1145]Yiming Tang, Jiajia Huang, Witold Pedrycz, Bing Li, Fuji Ren:
A Fuzzy Clustering Validity Index Induced by Triple Center Relation. IEEE Trans. Cybern. 53(8): 5024-5036 (2023) - [j1144]Witold Pedrycz:
Computing and Clustering in the Environment of Order-2 Information Granules. IEEE Trans. Cybern. 53(9): 5414-5423 (2023) - [j1143]Phu Pham, Loan T. T. Nguyen, Ngoc Thanh Nguyen, Witold Pedrycz, Unil Yun, Jerry Chun-Wei Lin, Bay Vo:
An Approach to Semantic-Aware Heterogeneous Network Embedding for Recommender Systems. IEEE Trans. Cybern. 53(9): 6027-6040 (2023) - [j1142]Zonglin Yang, Shurong Jiang, Fusheng Yu, Witold Pedrycz, Huilin Yang, Yadong Hao:
Linear Fuzzy Information-Granule-Based Fuzzy C-Means Algorithm for Clustering Time Series. IEEE Trans. Cybern. 53(12): 7622-7634 (2023) - [j1141]Taewoong Ryu, Hyeonho Kim, Chanhee Lee, Heonmo Kim, Bay Vo, Jerry Chun-Wei Lin, Witold Pedrycz, Unil Yun:
Scalable and Efficient Approach for High Temporal Fuzzy Utility Pattern Mining. IEEE Trans. Cybern. 53(12): 7672-7685 (2023) - [j1140]Aijuan Song, Guohua Wu, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz:
Automatic Variable Reduction. IEEE Trans. Evol. Comput. 27(4): 1027-1041 (2023) - [j1139]Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li:
Transfer Learning Realized With Nonlinearly Transformed Input Space. IEEE Trans. Emerg. Top. Comput. 11(2): 448-460 (2023) - [j1138]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) - [j1137]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) - [j1136]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) - [j1135]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) - [j1134]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) - [j1133]Witold Pedrycz:
Granular Data Compression and Representation. IEEE Trans. Fuzzy Syst. 31(5): 1497-1505 (2023) - [j1132]Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li:
Fuzzy Rule-Based Local Surrogate Models for Black-Box Model Explanation. IEEE Trans. Fuzzy Syst. 31(6): 2056-2064 (2023) - [j1131]Wentao Li, Shichao Zhai, Weihua Xu, Witold Pedrycz, Yuhua Qian, Weiping Ding, Tao Zhan:
Feature Selection Approach Based on Improved Fuzzy C-Means With Principle of Refined Justifiable Granularity. IEEE Trans. Fuzzy Syst. 31(7): 2112-2126 (2023) - [j1130]Fanyong Meng, Witold Pedrycz, Zaiwu Gong, Chunqiao Tan:
Consistency and Consensus Analysis for Group Decision Making With Fuzzy Preference Relations Based on Cooperative Game Theory. IEEE Trans. Fuzzy Syst. 31(7): 2140-2152 (2023) - [j1129]Hanyu E, Ye Cui, Witold Pedrycz, Zhiwu Li:
Design of Distributed Rule-Based Models in the Presence of Large Data. IEEE Trans. Fuzzy Syst. 31(7): 2479-2486 (2023) - [j1128]Witold Pedrycz:
A Design of Fuzzy Rule-Based Models With Data Privacy. IEEE Trans. Fuzzy Syst. 31(8): 2885-2890 (2023) - [j1127]Ting Huang, Xiaoan Tang, Qiang Zhang, Zhengyang Cai, Witold Pedrycz:
An Automatic Consensus Reaching Approach With Preference Adjustment Willingness for Group Decision-Making. IEEE Trans. Fuzzy Syst. 31(10): 3331-3345 (2023) - [j1126]Yue Cheng, Weiwei Xing, Witold Pedrycz, Sidong Xian, Weibin Liu:
NFIG-X: Nonlinear Fuzzy Information Granule Series for Long-Term Traffic Flow Time-Series Forecasting. IEEE Trans. Fuzzy Syst. 31(10): 3582-3597 (2023) - [j1125]Fang Liu, Witold Pedrycz, Chao Zhang, Jie Yang, Wei Wu:
Coding Method Based on Fuzzy C-Means Clustering for Spiking Neural Network With Triangular Spike Response Function. IEEE Trans. Fuzzy Syst. 31(12): 4235-4248 (2023) - [j1124]Qianli Zhou, Witold Pedrycz, Yingying Liang, Yong Deng:
Information Granule Based Uncertainty Measure of Fuzzy Evidential Distribution. IEEE Trans. Fuzzy Syst. 31(12): 4385-4396 (2023) - [j1123]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) - [j1122]Fangyu Hong, Guohua Wu, Qizhang Luo, Huan Liu, Xiaoping Fang, Witold Pedrycz:
Logistics in the Sky: A Two-Phase Optimization Approach for the Drone Package Pickup and Delivery System. IEEE Trans. Intell. Transp. Syst. 24(9): 9175-9190 (2023) - [j1121]Huan Liu, Guohua Wu, Ling Zhou, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan:
Tangent-Based Path Planning for UAV in a 3-D Low Altitude Urban Environment. IEEE Trans. Intell. Transp. Syst. 24(11): 12062-12077 (2023) - [j1120]Muhammet Deveci, Dragan Pamucar, Ilgin Gökasar, Witold Pedrycz, Xin Wen:
Autonomous Bus Operation Alternatives in Urban Areas Using Fuzzy Dombi-Bonferroni Operator Based Decision Making Model. IEEE Trans. Intell. Transp. Syst. 24(12): 15714-15723 (2023) - [j1119]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) - [j1118]Fuyuan Xiao, Junhao Wen, Witold Pedrycz:
Generalized Divergence-Based Decision Making Method With an Application to Pattern Classification. IEEE Trans. Knowl. Data Eng. 35(7): 6941-6956 (2023) - [j1117]Xingchen Hu, Xinwang Liu, Witold Pedrycz, Qing Liao, Yinghua Shen, Yan Li, Siwei Wang:
Multi-View Fuzzy Classification With Subspace Clustering and Information Granules. IEEE Trans. Knowl. Data Eng. 35(11): 11642-11655 (2023) - [j1116]Dong Li, Shuisheng Zhou, Witold Pedrycz:
Accelerated Fuzzy C-Means Clustering Based on New Affinity Filtering and Membership Scaling. IEEE Trans. Knowl. Data Eng. 35(12): 12337-12349 (2023) - [j1115]Wentao Li, Haoxiang Zhou, Weihua Xu, Xi-Zhao Wang, Witold Pedrycz:
Interval Dominance-Based Feature Selection for Interval-Valued Ordered Data. IEEE Trans. Neural Networks Learn. Syst. 34(10): 6898-6912 (2023) - [j1114]Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Witold Pedrycz:
KNNENS: A k-Nearest Neighbor Ensemble-Based Method for Incremental Learning Under Data Stream With Emerging New Classes. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9520-9527 (2023) - [j1113]Guangquan Huang, Liming Xiao, Witold Pedrycz, Genbao Zhang, Luis Martínez:
Failure Mode and Effect Analysis Using T-Spherical Fuzzy Maximizing Deviation and Combined Comparison Solution Methods. IEEE Trans. Reliab. 72(2): 552-573 (2023) - [j1112]Huy Minh Huynh, Bay Vo, Zuzana Komínková Oplatková, Witold Pedrycz:
An Approach for Incremental Mining of Clickstream Patterns as a Service Application. IEEE Trans. Serv. Comput. 16(6): 3892-3905 (2023) - [j1111]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) - [j1110]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) - [j1109]Yangjingjing Zhang, Xia Chen, Witold Pedrycz, Yucheng Dong:
Minimum Cost Consensus With Altruism Utility Constraints in Social Network Group Decision Making. IEEE Trans. Syst. Man Cybern. Syst. 53(8): 5032-5045 (2023) - [j1108]Jindong Qin, Xiaoyu Ma, Witold Pedrycz:
A Granular Computing-Driven Best-Worst Method for Supporting Group Decision Making. IEEE Trans. Syst. Man Cybern. Syst. 53(9): 5591-5603 (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) - [c285]Pawel Karczmarek, Michal Dolecki, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski:
Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection. FUZZ 2023: 1-8 - [c284]Youpeng Yang, Sanghyuk Lee, Hao Lan Zhang, Witold Pedrycz, Kyeong Soo Kim:
A Novel Preference Scale Function Based on Poincaré Metric for Decision-Making. ICMLC 2023: 37-42 - [c283]Haiyang Wei, Luefeng Chen, Jie Hu, Yi Ren, Min Wu, Witold Pedrycz, Kaoru Hirota:
Short - Term Prediction of Coke Pushing Current Peak Based on Improved ARIMA Model. ICPS 2023: 1-6 - [e45]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] - [e44]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] - [e43]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14125, Springer 2023, ISBN 978-3-031-42504-2 [contents] - [e42]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14126, Springer 2023, ISBN 978-3-031-42507-3 [contents] - [e41]Guihai Chen, Latifur Khan, Xiaofeng Gao, Meikang Qiu, Witold Pedrycz, Xindong Wu:
IEEE International Conference on Data Mining, ICDM 2023, Shanghai, China, December 1-4, 2023. IEEE 2023, ISBN 979-8-3503-0788-7 [contents] - [e40]Jihe Wang, Yi He, Thang N. Dinh, Christan Grant, Meikang Qiu, Witold Pedrycz:
IEEE International Conference on Data Mining, ICDM 2023 - Workshops, Shanghai, China, December 4, 2023. IEEE 2023, ISBN 979-8-3503-8164-1 [contents] - [i36]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) - [i35]Dong Li, Shuisheng Zhou, Witold Pedrycz:
Accelerated Fuzzy C-Means Clustering Based on New Affinity Filtering and Membership Scaling. CoRR abs/2302.07060 (2023) - [i34]Yanjie Song, Ponnuthurai N. Suganthan, Witold Pedrycz, Junwei Ou, Yongming He, Yingwu Chen:
Ensemble Reinforcement Learning: A Survey. CoRR abs/2303.02618 (2023) - [i33]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) - [i32]Saidul Islam, Hanae Elmekki, Ahmed Elsebai, Jamal Bentahar, Nagat Drawel, Gaith Rjoub, Witold Pedrycz:
A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks. CoRR abs/2306.07303 (2023) - [i31]Jie Wang, Zheng Yan, Jiahe Lan, Elisa Bertino, Witold Pedrycz:
TrustGuard: GNN-based Robust and Explainable Trust Evaluation with Dynamicity Support. CoRR abs/2306.13339 (2023) - [i30]Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai N. Suganthan, Yue Zhang, Witold Pedrycz, Yingwu Chen, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani:
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities. CoRR abs/2308.13420 (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]Mohammed Atiquzzaman, Jin Li, Witold Pedrycz:
Special issue on new advanced techniques in security of artificial intelligence. J. Ambient Intell. Humaniz. Comput. 13(3): 1255-1257 (2022) - [j1052]Sui-Zhi Luo, Witold Pedrycz, Lining Xing:
Interactive multilevel programming approaches in neutrosophic environments. J. Ambient Intell. Humaniz. Comput. 13(4): 2143-2159 (2022) - [j1051]Hongyue Diao, Yifan Lu, Ansheng Deng, Li Zou, Xiaofeng Li, Witold Pedrycz:
Convolutional rule inference network based on belief rule-based system using an evidential reasoning approach. Knowl. Based Syst. 237: 107713 (2022) - [j1050]Rami Al-Hmouz, Witold Pedrycz, Medhat Awadallah, Ahmed Al-Hmouz:
Fuzzy relational representation, modeling and interpretation of temporal data. Knowl. Based Syst. 244: 108548 (2022) - [j1049]Tingting Pan, Witold Pedrycz, Jie Yang, Wei Wu, Yulin Zhang:
A new classifier for imbalanced data with iterative learning process and ensemble operating process. Knowl. Based Syst. 249: 108966 (2022) - [j1048]Huangke Chen, Xin Zhang, Ling Wang, Lining Xing, Witold Pedrycz:
Resource-constrained self-organized optimization for near-real-time offloading satellite earth observation big data. Knowl. Based Syst. 253: 109496 (2022) - [j1047]Yi Yang, Zhen-Song Chen, Rosa M. Rodríguez, Witold Pedrycz, Kwai-Sang Chin:
Novel fusion strategies for continuous interval-valued q-rung orthopair fuzzy information: a case study in quality assessment of SmartWatch appearance design. Int. J. Mach. Learn. Cybern. 13(3): 609-632 (2022) - [j1046]Sui-Zhi Luo, Witold Pedrycz, Lining Xing:
Selection of data products: a hybrid AFSA-MABAC approach. Int. J. Mach. Learn. Cybern. 13(4): 1079-1097 (2022) - [j1045]Can Gao, Yong Li, Jie Zhou, Witold Pedrycz, Zhihui Lai, Jun Wan, Jianglin Lu:
Global structure-guided neighborhood preserving embedding for dimensionality reduction. Int. J. Mach. Learn. Cybern. 13(7): 2013-2032 (2022) - [j1044]Lei Yu, Zhi Zeng, Huiqi Wang, Witold Pedrycz:
Fractional-order differentiation based sparse representation for multi-focus image fusion. Multim. Tools Appl. 81(3): 4387-4411 (2022) - [j1043]Changming Zhu, Shuaiping Guo, Dujuan Cao, YiTing Zhou, Duoqian Miao, Witold Pedrycz:
Multi-view multi-label-based online method with threefold correlations and dynamic updating multi-region. Neural Comput. Appl. 34(8): 6097-6117 (2022) - [j1042]Nematallah Najafi, Tofigh Allahviranloo, Witold Pedrycz:
Solving Fractional Fuzzy Impulsive Differential Equations with Uncertainty by Novel Computational Technique. New Math. Nat. Comput. 18(2): 251-291 (2022) - [j1041]Fang Liu, Mao-Jie Huang, Caixia Huang, Witold Pedrycz:
Measuring consistency of interval-valued preference relations: comments and comparison. Oper. Res. 22(1): 371-399 (2022) - [j1040]Fang Liu, Mao-Jie Huang, Caixia Huang, Witold Pedrycz:
Correction to: Measuring consistency of interval-valued preference relations: comments and comparison. Oper. Res. 22(2): 1635-1637 (2022) - [j1039]Shengmin Zhao, Sung-Kwun Oh, Jin-Yul Kim, Zunwei Fu, Witold Pedrycz:
Motion-blurred image restoration framework based on parameter estimation and fuzzy radial basis function neural networks. Pattern Recognit. 132: 108983 (2022) - [j1038]Marzena Banach, Rafal Dlugosz, Tomasz Talaska, Witold Pedrycz:
Air Pollution Monitoring System with Prediction Abilities Based on Smart Autonomous Sensors Equipped with ANNs with Novel Training Scheme. Remote. Sens. 14(2): 413 (2022) - [j1037]Mojtaba Ghanbari, Tofigh Allahviranloo, Rahele Nuraei, Witold Pedrycz:
A new effective approximate multiplication operation on LR fuzzy numbers and its application. Soft Comput. 26(9): 4103-4113 (2022) - [j1036]Mingli Song, Lijie Han, Witold Pedrycz:
A comprehensive study on effect of multi-subgroup background in group decision-making. Soft Comput. 26(24): 13543-13566 (2022) - [j1035]Yu Zhou, Sheng Li, Witold Pedrycz, Guorui Feng:
ACDB-EA: Adaptive convergence-diversity balanced evolutionary algorithm for many-objective optimization. Swarm Evol. Comput. 75: 101145 (2022) - [j1034]Guohua Wu, Qizhang Luo, Yanqi Zhu, Xinjiang Chen, Yanghe Feng, Witold Pedrycz:
Flexible Task Scheduling in Data Relay Satellite Networks. IEEE Trans. Aerosp. Electron. Syst. 58(2): 1055-1068 (2022) - [j1033]Min Wu, Wanjuan Su, Luefeng Chen, Witold Pedrycz, Kaoru Hirota:
Two-Stage Fuzzy Fusion Based-Convolution Neural Network for Dynamic Emotion Recognition. IEEE Trans. Affect. Comput. 13(2): 805-817 (2022) - [j1032]Anhui Tan, Suwei Shi, Weizhi Wu, Jinjin Li, Witold Pedrycz:
Granularity and Entropy of Intuitionistic Fuzzy Information and Their Applications. IEEE Trans. Cybern. 52(1): 192-204 (2022) - [j1031]Zhongyang Han, Witold Pedrycz, Jun Zhao, Wei Wang:
Hierarchical Granular Computing-Based Model and Its Reinforcement Structural Learning for Construction of Long-Term Prediction Intervals. IEEE Trans. Cybern. 52(1): 666-676 (2022) - [j1030]Xiubin Zhu, Witold Pedrycz, Zhiwu Li:
A Two-Stage Approach for Constructing Type-2 Information Granules. IEEE Trans. Cybern. 52(4): 2214-2224 (2022) - [j1029]Leonardo Concepción, Gonzalo Nápoles, Isel Grau, Witold Pedrycz:
Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler Models. IEEE Trans. Cybern. 52(5): 2994-3005 (2022) - [j1028]Xuyang Jing, Zheng Yan, Yinghua Shen, Witold Pedrycz, Ji Yang:
A Group-Based Distance Learning Method for Semisupervised Fuzzy Clustering. IEEE Trans. Cybern. 52(5): 3083-3096 (2022) - [j1027]Peng Nie, Xiubin Zhu, Witold Pedrycz, Zhengfeng Ming, Zhiwu Li:
Optimization of Granulation-Degranulation Mechanism Through Neurocomputing. IEEE Trans. Cybern. 52(6): 4126-4135 (2022) - [j1026]Wenjuan Jia, Xiaodong Liu, Yuangang Wang, Witold Pedrycz, Juxiang Zhou:
Semisupervised Learning via Axiomatic Fuzzy Set Theory and SVM. IEEE Trans. Cybern. 52(6): 4661-4674 (2022) - [j1025]Jie Hu, Min Wu, Luefeng Chen, Kailong Zhou, Pan Zhang, Witold Pedrycz:
Weighted Kernel Fuzzy C-Means-Based Broad Learning Model for Time-Series Prediction of Carbon Efficiency in Iron Ore Sintering Process. IEEE Trans. Cybern. 52(6): 4751-4763 (2022) - [j1024]Yiming Tang, Witold Pedrycz:
Oscillation-Bound Estimation of Perturbations Under Bandler-Kohout Subproduct. IEEE Trans. Cybern. 52(7): 6269-6282 (2022) - [j1023]Xingchen Hu, Yinghua Shen, Witold Pedrycz, Xianmin Wang, Adam Gacek, Bingsheng Liu:
Identification of Fuzzy Rule-Based Models With Collaborative Fuzzy Clustering. IEEE Trans. Cybern. 52(7): 6406-6419 (2022) - [j1022]Xingchen Hu, Yinghua Shen, Witold Pedrycz, Yan Li, Guohua Wu:
Granular Fuzzy Rule-Based Modeling With Incomplete Data Representation. IEEE Trans. Cybern. 52(7): 6420-6433 (2022) - [j1021]Bowen Zhang, Witold Pedrycz, Aminah Robinson Fayek, Yucheng Dong:
A Differential Evolution-Based Consistency Improvement Method in AHP With an Optimal Allocation of Information Granularity. IEEE Trans. Cybern. 52(7): 6733-6744 (2022) - [j1020]Xiubin Zhu, Witold Pedrycz, Zhiwu Li:
A Granular Approach to Interval Output Estimation for Rule-Based Fuzzy Models. IEEE Trans. Cybern. 52(7): 7029-7038 (2022) - [j1019]Cong Wang, Witold Pedrycz, Zhiwu Li, Mengchu Zhou:
Kullback-Leibler Divergence-Based Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet Frames for Image Segmentation. IEEE Trans. Cybern. 52(8): 7612-7623 (2022) - [j1018]Hongyue Guo, Lidong Wang, Xiaodong Liu, Witold Pedrycz:
Trend-Based Granular Representation of Time Series and its Application in Clustering. IEEE Trans. Cybern. 52(9): 9101-9110 (2022) - [j1017]Sheng Du, Min Wu, Luefeng Chen, Li Jin, Weihua Cao, Witold Pedrycz:
Operating Performance Improvement Based on Prediction and Grade Assessment for Sintering Process. IEEE Trans. Cybern. 52(10): 10529-10541 (2022) - [j1016]Tao Zhan, Shuping Ma, Wentao Li, Witold Pedrycz:
Exponential Stability of Fractional-Order Switched Systems With Mode-Dependent Impulses and Its Application. IEEE Trans. Cybern. 52(11): 11516-11525 (2022) - [j1015]Liangliang Zhang, Sung-Kwun Oh, Witold Pedrycz, Bo Yang, Lin Wang:
A Promotive Particle Swarm Optimizer With Double Hierarchical Structures. IEEE Trans. Cybern. 52(12): 13308-13322 (2022) - [j1014]Xuyang Jing, Hui Han, Zheng Yan, Witold Pedrycz:
SuperSketch: A Multi-Dimensional Reversible Data Structure for Super Host Identification. IEEE Trans. Dependable Secur. Comput. 19(4): 2741-2754 (2022) - [j1013]Xuyang Jing, Zheng Yan, Hui Han, Witold Pedrycz:
ExtendedSketch: Fusing Network Traffic for Super Host Identification With a Memory Efficient Sketch. IEEE Trans. Dependable Secur. Comput. 19(6): 3913-3924 (2022) - [j1012]Guohua Wu, Xupeng Wen, Ling Wang, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan:
A Voting-Mechanism-Based Ensemble Framework for Constraint Handling Techniques. IEEE Trans. Evol. Comput. 26(4): 646-660 (2022) - [j1011]Yiming Tang, Witold Pedrycz, Fuji Ren:
Granular Symmetric Implicational Method. IEEE Trans. Emerg. Top. Comput. Intell. 6(3): 710-723 (2022) - [j1010]Cuiping Cheng, Weiping Ding, Fuyuan Xiao, Witold Pedrycz:
A Majority Rule-Based Measure for Atanassov-Type Intuitionistic Membership Grades in MCDM. IEEE Trans. Fuzzy Syst. 30(1): 121-132 (2022) - [j1009]Rafik A. Aliev, Witold Pedrycz, Babek G. Guirimov, Oleg H. Huseynov:
Acquisition of Z-Number-Valued Clusters by Using a New Compound Function. IEEE Trans. Fuzzy Syst. 30(1): 279-286 (2022) - [j1008]Ning Wang, Witold Pedrycz, Wen Yao, Xiaoqian Chen, Yong Zhao:
Disjunctive Fuzzy Neural Networks: A New Splitting-Based Approach to Designing a T-S Fuzzy Model. IEEE Trans. Fuzzy Syst. 30(2): 370-381 (2022) - [j1007]Zhiming Zhang, Witold Pedrycz:
Analysis of Acceptably Multiplicative Consistency and Consensus for Incomplete Interval-Valued Intuitionistic Fuzzy Preference Relations. IEEE Trans. Fuzzy Syst. 30(2): 486-499 (2022) - [j1006]Lidong Wang, Fang Zhao, Hongyue Guo, Xiaodong Liu, Witold Pedrycz:
Top-Down Granulation Modeling Based on the Principle of Justifiable Granularity. IEEE Trans. Fuzzy Syst. 30(3): 701-713 (2022) - [j1005]Hongyue Guo, Haibo Kuang, Lidong Wang, Xiaodong Liu, Witold Pedrycz:
Hierarchical Axiomatic Fuzzy Set Granulation for Financial Time Series Clustering. IEEE Trans. Fuzzy Syst. 30(3): 755-766 (2022) - [j1004]Hanyu E, Ye Cui, Witold Pedrycz, Zhiwu Li:
Fuzzy Relational Matrix Factorization and Its Granular Characterization in Data Description. IEEE Trans. Fuzzy Syst. 30(3): 794-804 (2022) - [j1003]Rami Al-Hmouz, Witold Pedrycz, Abdullah Saeed Balamash, Ali Morfeq:
Logic-Oriented Autoencoders and Granular Logic Autoencoders: Developing Interpretable Data Representation. IEEE Trans. Fuzzy Syst. 30(3): 869-877 (2022) - [j1002]Jie Zhou, Witold Pedrycz, Can Gao, Zhihui Lai, Jun Wan, Zhong Ming:
Robust Jointly Sparse Fuzzy Clustering With Neighborhood Structure Preservation. IEEE Trans. Fuzzy Syst. 30(4): 1073-1087 (2022) - [j1001]Weiping Ding, Mohamed Abdel-Basset, Hossam Hawash, Witold Pedrycz:
Multimodal Infant Brain Segmentation by Fuzzy-Informed Deep Learning. IEEE Trans. Fuzzy Syst. 30(4): 1088-1101 (2022) - [j1000]Yuqing Tang, Fusheng Yu, Witold Pedrycz, Xiyang Yang, Jiayin Wang, Shihu Liu:
Building Trend Fuzzy Granulation-Based LSTM Recurrent Neural Network for Long-Term Time-Series Forecasting. IEEE Trans. Fuzzy Syst. 30(6): 1599-1613 (2022) - [j999]Bozena Malysiak-Mrozek, Jadwiga Wieszok, Witold Pedrycz, Weiping Ding, Dariusz Mrozek:
High-Efficient Fuzzy Querying With HiveQL for Big Data Warehousing. IEEE Trans. Fuzzy Syst. 30(6): 1823-1837 (2022) - [j998]Sihai Zhao, Yucheng Dong, Luis Martínez, Witold Pedrycz:
Analysis of Ranking Consistency in Linguistic Multiple Attribute Decision Making: The Roles of Granularity and Decision Rules. IEEE Trans. Fuzzy Syst. 30(7): 2266-2278 (2022) - [j997]Fang Liu, Jie Yang, Witold Pedrycz, Wei Wu:
A New Fuzzy Spiking Neural Network Based on Neuronal Contribution Degree. IEEE Trans. Fuzzy Syst. 30(7): 2665-2677 (2022) - [j996]Adam Kiersztyn, Pawel Karczmarek, Krystyna Kiersztyn, Witold Pedrycz:
Detection and Classification of Anomalies in Large Datasets on the Basis of Information Granules. IEEE Trans. Fuzzy Syst. 30(8): 2850-2860 (2022) - [j995]Witold Pedrycz, Adam Gacek, Xianmin Wang:
A Hierarchical Approach to Interpretability of TS Rule-Based Models. IEEE Trans. Fuzzy Syst. 30(8): 2861-2869 (2022) - [j994]Fang Li, Yuqing Tang, Fusheng Yu, Witold Pedrycz, Yuming Liu, Wenyi Zeng:
Multilinear-Trend Fuzzy Information Granule-Based Short-Term Forecasting for Time Series. IEEE Trans. Fuzzy Syst. 30(8): 3360-3372 (2022) - [j993]Witold Pedrycz:
Federated FCM: Clustering Under Privacy Requirements. IEEE Trans. Fuzzy Syst. 30(8): 3384-3388 (2022) - [j992]Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li:
Horizontal Federated Learning of Takagi-Sugeno Fuzzy Rule-Based Models. IEEE Trans. Fuzzy Syst. 30(9): 3537-3547 (2022) - [j991]Sheng Du, Min Wu, Luefeng Chen, Weihua Cao, Witold Pedrycz:
Information Granulation With Rectangular Information Granules and Its Application in Time-Series Similarity Measurement. IEEE Trans. Fuzzy Syst. 30(10): 4069-4081 (2022) - [j990]Eun-Hu Kim, Sung-Kwun Oh, Witold Pedrycz, Zunwei Fu:
Design of Reinforced Fuzzy Model Driven to Feature Selection Through Univariable-Based Correlation and Multivariable-Based Determination Coefficient Analysis. IEEE Trans. Fuzzy Syst. 30(10): 4224-4238 (2022) - [j989]Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Zheng Wang, Zunwei Fu, Kisung Seo:
Design of Iterative Fuzzy Radial Basis Function Neural Networks Based on Iterative Weighted Fuzzy C-Means Clustering and Weighted LSE Estimation. IEEE Trans. Fuzzy Syst. 30(10): 4273-4285 (2022) - [j988]Qian Zhao, Yanbing Ju, Luis Martínez-López, Witold Pedrycz, Peiwu Dong, Aihua Wang:
SMAA-Bicapacity-Choquet-Regret Model for Heterogeneous Linguistic MCDM With Interactive Criteria With Bipolar Scale and 2-Tuple Aspirations. IEEE Trans. Fuzzy Syst. 30(10): 4384-4398 (2022) - [j987]Stefania Tomasiello, Witold Pedrycz, Vincenzo Loia:
On Fractional Tikhonov Regularization: Application to the Adaptive Network-Based Fuzzy Inference System for Regression Problems. IEEE Trans. Fuzzy Syst. 30(11): 4717-4727 (2022) - [j986]Yihan Wang, Fusheng Yu, Wladyslaw Homenda, Witold Pedrycz, Yuqing Tang, Agnieszka Jastrzebska, Fang Li:
The Trend-Fuzzy-Granulation-Based Adaptive Fuzzy Cognitive Map for Long-Term Time Series Forecasting. IEEE Trans. Fuzzy Syst. 30(12): 5166-5180 (2022) - [j985]Zhen-Song Chen, Xuan Zhang, Rosa M. Rodríguez, Witold Pedrycz, Luis Martínez, Miroslaw J. Skibniewski:
Expertise-Structure and Risk-Appetite-Integrated Two-Tiered Collective Opinion Generation Framework for Large-Scale Group Decision Making. IEEE Trans. Fuzzy Syst. 30(12): 5496-5510 (2022) - [j984]Witold Pedrycz:
Evaluating Quality of Models via Prediction Information Granules. IEEE Trans. Fuzzy Syst. 30(12): 5551-5556 (2022) - [j983]Ying Feng, Min Wu, Luefeng Chen, Xin Chen, Weihua Cao, Sheng Du, Witold Pedrycz:
Hybrid Intelligent Control Based on Condition Identification for Combustion Process in Heating Furnace of Compact Strip Production. IEEE Trans. Ind. Electron. 69(3): 2790-2800 (2022) - [j982]Gai-Ge Wang, Da Gao, Witold Pedrycz:
Solving Multiobjective Fuzzy Job-Shop Scheduling Problem by a Hybrid Adaptive Differential Evolution Algorithm. IEEE Trans. Ind. Informatics 18(12): 8519-8528 (2022) - [j981]Huan Liu, Xiamiao Li, Mingfeng Fan, Guohua Wu, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan:
An Autonomous Path Planning Method for Unmanned Aerial Vehicle Based on a Tangent Intersection and Target Guidance Strategy. IEEE Trans. Intell. Transp. Syst. 23(4): 3061-3073 (2022) - [j980]YeongMin Ko, Younkwan Lee, Shoaib Azam, Farzeen Munir, Moongu Jeon, Witold Pedrycz:
Key Points Estimation and Point Instance Segmentation Approach for Lane Detection. IEEE Trans. Intell. Transp. Syst. 23(7): 8949-8958 (2022) - [j979]Farzeen Munir, Shoaib Azam, Moongu Jeon, Byung-Geun Lee, Witold Pedrycz:
LDNet: End-to-End Lane Marking Detection Approach Using a Dynamic Vision Sensor. IEEE Trans. Intell. Transp. Syst. 23(7): 9318-9334 (2022) - [j978]Younkwan Lee, Jihyo Jeon, YeongMin Ko, Moongu Jeon, Witold Pedrycz:
License Plate Detection via Information Maximization. IEEE Trans. Intell. Transp. Syst. 23(9): 14908-14921 (2022) - [j977]Seok-Beom Roh, Sung-Kwun Oh, Witold Pedrycz, Zunwei Fu:
Dynamically Generated Hierarchical Neural Networks Designed With the Aid of Multiple Support Vector Regressors and PNN Architecture With Probabilistic Selection. IEEE Trans. Neural Networks Learn. Syst. 33(4): 1385-1399 (2022) - [j976]Jongmin Yu, Younkwan Lee, Kin Choong Yow, Moongu Jeon, Witold Pedrycz:
Abnormal Event Detection and Localization via Adversarial Event Prediction. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3572-3586 (2022) - [j975]Yongming He, Lining Xing, Yingwu Chen, Witold Pedrycz, Ling Wang, Guohua Wu:
A Generic Markov Decision Process Model and Reinforcement Learning Method for Scheduling Agile Earth Observation Satellites. IEEE Trans. Syst. Man Cybern. Syst. 52(3): 1463-1474 (2022) - [j974]Cong-Cong Li, Yucheng Dong, Witold Pedrycz, Francisco Herrera:
Integrating Continual Personalized Individual Semantics Learning in Consensus Reaching in Linguistic Group Decision Making. IEEE Trans. Syst. Man Cybern. Syst. 52(3): 1525-1536 (2022) - [j973]Wenbo Qiu, Jianghan Zhu, Guohua Wu, Huangke Chen, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan:
Ensemble Many-Objective Optimization Algorithm Based on Voting Mechanism. IEEE Trans. Syst. Man Cybern. Syst. 52(3): 1716-1730 (2022) - [j972]Xiubin Zhu, Witold Pedrycz, Zhiwu Li:
Construction and Evaluation of Information Granules: From the Perspective of Clustering. IEEE Trans. Syst. Man Cybern. Syst. 52(3): 2024-2037 (2022) - [j971]Yuanjian Zhang, Tianna Zhao, Duoqian Miao, Witold Pedrycz:
Granular Multilabel Batch Active Learning With Pairwise Label Correlation. IEEE Trans. Syst. Man Cybern. Syst. 52(5): 3079-3091 (2022) - [j970]Phu Pham, Loan T. T. Nguyen, Ngoc Thanh Nguyen, Witold Pedrycz, Unil Yun, Bay Vo:
ComGCN: Community-Driven Graph Convolutional Network for Link Prediction in Dynamic Networks. IEEE Trans. Syst. Man Cybern. Syst. 52(9): 5481-5493 (2022) - [j969]Yuanhang Zheng, Zeshui Xu, Witold Pedrycz:
A Granular Computing-Driving Hesitant Fuzzy Linguistic Method for Supporting Large-Scale Group Decision Making. IEEE Trans. Syst. Man Cybern. Syst. 52(10): 6048-6060 (2022) - [j968]Baoju Liu, Min Deng, Guohua Wu, Xinyu Pei, Haifeng Li, Witold Pedrycz:
Bottom-Up Mechanism and Improved Contract Net Protocol for Dynamic Task Planning of Heterogeneous Earth Observation Resources. IEEE Trans. Syst. Man Cybern. Syst. 52(10): 6183-6196 (2022) - [j967]Cong Ma, Liyong Zhang, Witold Pedrycz, Wei Lu:
The Long-Term Prediction of Time Series: A Granular Computing-Based Design Approach. IEEE Trans. Syst. Man Cybern. Syst. 52(10): 6326-6338 (2022) - [c282]Witold Pedrycz:
A Society-Oriented Environment of Machine Learning. ICCI*CC 2022: 1 - [c281]Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Witold Pedrycz, Sam Kwong:
Stochastic Sensitivity Regularized Autoencoder for Robust Feature Learning. ICCI*CC 2022: 9-15 - [c280]Yingxu Wang, Bernard Widrow, Witold Pedrycz, Janusz Kacprzyk, Sam Kwong, Konstantinos N. Plataniotis, Ling Guan, Petros Spachos:
Recent Breakthroughs in Cognitive Informatics and Cognitive Computing towards Autonomous AI (Plenary Panel Report-I of IEEE ICCI*CC'22). ICCI*CC 2022: 258-267 - [c279]Ayomide Bakare, Yegor Bugayenko, Artem V. Kruglov, Witold Pedrycz, Giancarlo Succi:
Analyses of Software Data and Their Interpretations: A Framework of Information Granules. ACAI 2022: 20:1-20:6 - [c278]Min Li, Luefeng Chen, Min Wu, Witold Pedrycz, Kaoru Hirota:
Dynamic Expression Recognition-Based Quantitative Evaluation of Teaching Validity Using Valence-Arousal Emotion Space. ASCC 2022: 1079-1083 - [c277]Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski:
Quadrature-Inspired Generalized Choquet Integral. FUZZ-IEEE 2022: 1-7 - [c276]Pawel Karczmarek, Lukasz Galka, Michal Dolecki, Witold Pedrycz, Dariusz Czerwinski, Adam Kiersztyn, Rafal Stegierski:
Enhanced Tree-Based Anomaly Detection. FUZZ-IEEE 2022: 1-7 - [c275]Agnieszka Jastrzebska, Wladyslaw Homenda, Witold Pedrycz:
ARIMA Feature-Based Approach to Time Series Classification. ICCS (1) 2022: 192-199 - [c274]Youpeng Yang, Sanhgyuk Lee, Haolan Zhang, Witold Pedrycz:
Negative Hesitation Soft Fuzzy Sets and its Application on Decision Making Problems. ICMLC 2022: 91-96 - [c273]Paolo Ciancarini, Artem V. Kruglov, Witold Pedrycz, Dilshat Salikhov, Giancarlo Succi:
Issues in the Adoption of the Scaled Agile Framework. ICSE (SEIP) 2022: 175-184 - [c272]Witold Pedrycz:
Federated Learning, Knowledge Transfer, and Knowledge Distillation: Developments with Information Granules. ICSOFT 2022: 5 - [c271]Yegor Bugayenko, Kirill Daniakin, Mirko Farina, Firas Jolha, Artem V. Kruglov, Giancarlo Succi, Witold Pedrycz:
Extracting Corrective Actions from Code Repositories. MSR 2022: 687-688 - [c270]Yegor Bugayenko, Ayomide Bakare, Arina Cheverda, Mirko Farina, Artem V. Kruglov, Yaroslav Plaksin, Giancarlo Succi, Witold Pedrycz:
Automatically Prioritizing and Assigning Tasks from Code Repositories in Puzzle Driven Development. MSR 2022: 722-723 - [c269]Francisco Javier Cabrerizo, Juan Carlos González-Quesada, Enrique Herrera-Viedma, Arturas Kaklauskas, Witold Pedrycz:
Managing Inconsistency With an Optimal Distribution of Information Granularity in Fuzzy Preference Relations. SMC 2022: 359-364 - [c268]Francisco Javier Cabrerizo, Juan Carlos González-Quesada, Juan Antonio Morente-Molinera, Ignacio Javier Pérez, Enrique Herrera-Viedma, Witold Pedrycz:
An Improvement of Consensus in Group Decision-Making Through an Optimal Distribution of Information Granularity. SSCI 2022: 119-124 - [e39]Yingxu Wang, Konstantinos N. Plataniotis, Bernard Widrow, Witold Pedrycz, Witold Kinsner, Petros Spachos, Sam Kwong:
21st 2022 International Conference on Cognitive Informatics & Cognitive Computing, ICCI*CC 2022, Toronto, ON, Canada, December 8-10, 2022. IEEE 2022, ISBN 978-1-6654-9084-9 [contents] - [d2]Yegor Bugayenko, Kirill Daniakin, Mirko Farina, Rustam Ikramov, Firas Jolha, Zamira Kholmatova, Artem V. Kruglov, Witold Pedrycz, Giancarlo Succi:
Metrics for Recommending Corrective and Preventive Actions (CAPAs) in Software Development Projects: a Systematic Literature Review. IEEE DataPort, 2022
- [d1]Yaroslav Plaksin, Ayomide Bakare, Arina Cheverda, Giancarlo Succi, Witold Pedrycz, Mirko Farina, Artem V. Kruglov, Yegor Bugayenko:
Prioritizing Tasks in Software Development: a Systematic Literature Review. IEEE DataPort, 2022 - [i29]Haichao Zhang, Kuangrong Hao, Witold Pedrycz, Lei Gao, Xue-Song Tang, Bing Wei:
Vision Transformer with Convolutions Architecture Search. CoRR abs/2203.10435 (2022) - [i28]Fangyu Hong, Guohua Wu, Qizhang Luo, Huan Liu, Xiaoping Fang, Witold Pedrycz:
Logistics in the Sky: A Two-phase Optimization Approach for the Drone Package Pickup and Delivery System. CoRR abs/2204.01335 (2022) - [i27]Di Jin, Cuiying Huo, Jianwu Dang, Peican Zhu, Weixiong Zhang, Witold Pedrycz, Lingfei Wu:
Heterogeneous Graph Neural Networks using Self-supervised Reciprocally Contrastive Learning. CoRR abs/2205.00256 (2022) - [i26]Jianglin Lu, Jie Zhou, Yudong Chen, Witold Pedrycz, Zhihui Lai, Kwok-Wai Hung:
Asymmetric Transfer Hashing with Adaptive Bipartite Graph Learning. CoRR abs/2206.12592 (2022) - [i25]Yang Nan, Javier Del Ser, Zeyu Tang, Peng Tang, Xiaodan Xing, Yingying Fang, Francisco Herrera, Witold Pedrycz, Simon Walsh, Guang Yang:
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation. CoRR abs/2209.02048 (2022) - [i24]Yegor Bugayenko, Imre Delgado, Firas Jolha, Zamira Kholmatova, Artem V. Kruglov, Witold Pedrycz, Giancarlo Succi, Xavier Zelada Vasquez:
An experience in automatically extracting CAPAs from code repositories. CoRR abs/2212.09910 (2022) - 2021
- [b10]Witold Pedrycz:
An Introduction to Computing with Fuzzy Sets - Analysis, Design, and Applications. Intelligent Systems Reference Library 190, Springer 2021, ISBN 978-3-030-52799-0, pp. 1-269 - [b9]Luefeng Chen, Min Wu, Witold Pedrycz, Kaoru Hirota:
Emotion Recognition and Understanding for Emotional Human-Robot Interaction Systems. Studies in Computational Intelligence 926, Springer 2021, ISBN 978-3-030-61576-5, pp. 1-244 - [j966]Tram Nguyen, Loan T. T. Nguyen, Toan Bui, Ho Dac Loc, Witold Pedrycz, Václav Snásel, Bay Vo:
Multi-Swarm Optimization for Extracting Multiple-Choice Tests From Question Banks. IEEE Access 9: 32131-32148 (2021) - [j965]Jinbo Li, Hesam Izakian, Witold Pedrycz, Iqbal Jamal:
Clustering-based anomaly detection in multivariate time series data. Appl. Soft Comput. 100: 106919 (2021) - [j964]Majed M. Alateeq, Witold Pedrycz:
A comparative analysis of bio-inspired optimization algorithms for automated test pattern generation in sequential circuits. Appl. Soft Comput. 101: 106967 (2021) - [j963]Sui-Zhi Luo, Witold Pedrycz, Lining Xing:
Pricing of satellite image data products: Neutrosophic fuzzy pricing approaches under different game scenarios. Appl. Soft Comput. 102: 107106 (2021) - [j962]Wing W. Y. Ng, Zhengxi Liu, Jianjun Zhang, Witold Pedrycz:
Maximizing minority accuracy for imbalanced pattern classification problems using cost-sensitive Localized Generalization Error Model. Appl. Soft Comput. 104: 107178 (2021) - [j961]Farnaz Mahan, Maryam Mohammadzad, Seyyed Meysam Rozekhani, Witold Pedrycz:
Chi-MFlexDT: Chi-square-based multi flexible fuzzy decision tree for data stream classification. Appl. Soft Comput. 105: 107301 (2021) - [j960]Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Dariusz Czerwinski:
Fuzzy C-Means-based Isolation Forest. Appl. Soft Comput. 106: 107354 (2021) - [j959]Liangliang Zhang, Sung-Kwun Oh, Witold Pedrycz, Bo Yang, Yamin Han:
Building fuzzy relationships between compressive strength and 3D microstructural image features for cement hydration using Gaussian mixture model-based polynomial radial basis function neural networks. Appl. Soft Comput. 112: 107766 (2021) - [j958]Dan Wang, Peng Nie, Xiubin Zhu, Witold Pedrycz, Zhiwu Li:
Designing of higher order information granules through clustering heterogeneous granular data. Appl. Soft Comput. 112: 107820 (2021) - [j957]Zhen-Song Chen, Lan-Lan Yang, Kwai-Sang Chin, Yi Yang, Witold Pedrycz, Jian-Peng Chang, Luis Martínez, Miroslaw J. Skibniewski:
Sustainable building material selection: An integrated multi-criteria large group decision making framework. Appl. Soft Comput. 113(Part): 107903 (2021) - [j956]Norma P. Rodríguez-Cándido, Rafael Alejandro Espín Andrade, Efrain Solares, Witold Pedrycz:
A Compensatory Fuzzy Logic Model in Technical Trading. Axioms 10(1): 36 (2021) - [j955]Rafael Alejandro Espín Andrade, Witold Pedrycz, Efrain Solares, Laura Cruz-Reyes:
Transdisciplinary Scientific Strategies for Soft Computing Development: Towards an Era of Data and Business Analytics. Axioms 10(2): 93 (2021) - [j954]Renxia Wan, Duoqian Miao, Witold Pedrycz:
Constrained tolerance rough set in incomplete information systems. CAAI Trans. Intell. Technol. 6(4): 440-449 (2021) - [j953]Shokrollah Ziari, Tofigh Allahviranloo, Witold Pedrycz:
An improved numerical iterative method for solving nonlinear fuzzy Fredholm integral equations via Picard's method and generalized quadrature rule. Comput. Appl. Math. 40(6) (2021) - [j952]Fanyong Meng, Jie Tang, Witold Pedrycz:
Dual hesitant fuzzy decision making in optimization models. Comput. Ind. Eng. 154: 107103 (2021) - [j951]Luefeng Chen, Wanjuan Su, Min Li, Min Wu, Witold Pedrycz, Kaoru Hirota:
A population randomization-based multi-objective genetic algorithm for gesture adaptation in human-robot interaction. Sci. China Inf. Sci. 64(1) (2021) - [j950]Farnaz Mahan, Seyyed Meysam Rozehkhani, Witold Pedrycz:
A Novel Resource Productivity Based on Granular Neural Network in Cloud Computing. Complex. 2021: 5556378:1-5556378:15 (2021) - [j949]Jingwen Wang, Xuyang Jing, Zheng Yan, Yulong Fu, Witold Pedrycz, Laurence T. Yang:
A Survey on Trust Evaluation Based on Machine Learning. ACM Comput. Surv. 53(5): 107:1-107:36 (2021) - [j948]