Witold Pedrycz - researchr alias

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Viewing Publication 1 - 100 from 1653

2024

Consensus Analysis for Large-Scale Group Decision Making Based on Two-Stage Nash-Bargaining GameFanyong Meng 0001, Zongrun Wang, Witold Pedrycz, Chunqiao Tan. tsmc, 54(1):556-567, January 2024. [doi]

Generalizable Segmentation of COVID-19 Infection From Multi-Site Tomography Scans: A Federated Learning FrameworkWeiping Ding 0001, Mohamed Abdel Basset, Hossam Hawash, Mahardhika Pratama, Witold Pedrycz. tetci, 8(1):126-139, February 2024. [doi]

Ensemble reinforcement learning: A surveyYanjie Song 0001, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Junwei Ou, Yongming He, Ying-Wu Chen 0001, Yutong Wu 0014. asc, 149(Part A):110975, December 2024. [doi]

Generalized Model and Deep Reinforcement Learning-Based Evolutionary Method for Multitype Satellite Observation SchedulingYanjie Song 0001, Junwei Ou, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan, Xinwei Wang 0006, Lining Xing 0001, Yue Zhang. tsmc, 54(4):2576-2589, April 2024. [doi]

Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunitiesYanjie Song 0001, Yutong Wu 0014, Yangyang Guo, Ran Yan, Ponnuthurai Nagaratnam Suganthan, Yue Zhang, Witold Pedrycz, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani, Qiang Feng. swevo, 86:101517, 2024. [doi]

Multiobjective optimization-based decision support for building digital twin maturity measurementZhen-Song Chen 0002, Kou-Dan Chen, Ya-Qiang Xu, Witold Pedrycz, Miroslaw J. Skibniewski. aei, 59:102245, 2024. [doi]

Dynamic collective opinion generation framework for digital transformation barrier analysis in the construction industryZhen-Song Chen 0002, Chong-Ze Liang, Ya-Qiang Xu, Witold Pedrycz, Miroslaw J. Skibniewski. inffus, 103:102096, March 2024. [doi]

Towards a collective opinion generation approach with multiple objectives for evaluating rail transit station accessibility in urban areasZhen-Song Chen 0002, Yan Wang, Yue-Hua Chen, Abbas Mardani, Witold Pedrycz, Luis Martínez-López 0001. kbs, 294:111721, 2024. [doi]

Optimization-based probabilistic decision support for assessing building information modelling (BIM) maturity considering multiple objectivesZhen-Song Chen 0002, Zhuo-Ran Wang, Muhammet Deveci, Weiping Ding 0001, Witold Pedrycz, Miroslaw J. Skibniewski. inffus, 102:102026, February 2024. [doi]

A disease diagnosis system for smart healthcare based on fuzzy clustering and battle royale optimizationFei Yan 0002, Hesheng Huang, Witold Pedrycz, Kaoru Hirota. asc, 151:111123, January 2024. [doi]

Generalized extended Bonferroni means for isomorphic membership gradesZhen-Song Chen 0002, Yi Yang 0020, LeSheng Jin, Bapi Dutta, Luis Martínez 0001, Witold Pedrycz, Radko Mesiar, Humberto Bustince. fss, 488:109009, 2024. [doi]

Fuzzy Attention Neural Network to Tackle Discontinuity in Airway SegmentationYang Nan 0002, Javier Del Ser, Zeyu Tang, Peng Tang, Xiaodan Xing, Yingying Fang, Francisco Herrera, Witold Pedrycz, Simon Walsh, Guang Yang 0006. tnn, 35(6):7391-7404, June 2024. [doi]

Robust Learning-Based Gain-Scheduled Path Following Controller Design for Autonomous Ground VehiclesQian Shi 0004, Hui Zhang 0019, Witold Pedrycz. tetci, 8(2):1427-1436, April 2024. [doi]

Double-Quantitative Feature Selection Approach for Multigranularity Ordered Decision SystemsWentao Li 0004, Chaojun Deng, Witold Pedrycz, Oscar Castillo 0001, Chao Zhang 0046, Tao Zhan. tai, 5(5):2385-2396, May 2024. [doi]

Deep Fuzzy Min-Max Neural Network: Analysis and DesignWei Huang 0008, Mingxi Sun, Liehuang Zhu, Sung-Kwun Oh, Witold Pedrycz. tnn, 35(6):8229-8240, June 2024. [doi]

c-means clustering methodBin Yu 0012, Zijian Zheng, Mingjie Cai, Witold Pedrycz, Weiping Ding 0001. fss, 480:108860, 2024. [doi]

Soft-Sensing of Burn-Through Point Based on Weighted Kernel Just-in-Time Learning and Fuzzy Broad-Learning System in Sintering ProcessJie Hu 0013, Min Wu 0002, Weihua Cao, Witold Pedrycz. tii, 20(5):7316-7324, May 2024. [doi]

Dynamic Modeling Framework Based on Automatic Identification of Operating Conditions for Sintering Carbon Consumption PredictionJie Hu 0013, Min Wu 0002, Weihua Cao, Witold Pedrycz. tie, 71(3):3133-3141, March 2024. [doi]

Multitime Scale Thunderstorm Monitoring System With Real-Time Warning and ImagingXu Yang 0014, Hongyan Xing, Xinyuan Ji, Xin Su 0002, Witold Pedrycz. tfs, 32(4):1821-1835, April 2024. [doi]

Using I-subgroup-based weighted generalized interval t-norms for aggregating basic uncertain informationYi Yang 0020, Zhen-Song Chen 0002, Witold Pedrycz, Marisol Gómez, Humberto Bustince. fss, 476:108771, January 2024. [doi]

Comparative Study on Noise-Estimation-Based Fuzzy C-Means Clustering for Image SegmentationCong Wang 0033, MengChu Zhou, Witold Pedrycz, Zhiwu Li 0001. tcyb, 54(1):241-253, January 2024. [doi]

A manifold intelligent decision system for fusion and benchmarking of deep waste-sorting modelsKarrar Hameed Abdulkareem, Mohammed Ahmed Subhi, Mazin Abed Mohammed, Mayas Aljibawi, Jan Nedoma, Radek Martinek, Muhammet Deveci, Wen-Long Shang, Witold Pedrycz. eaai, 132:107926, 2024. [doi]

Granular transfer learningRami Al-Hmouz, Witold Pedrycz, Medhat Awadallah, Ahmed Chiheb Ammari. ijon, 600:128126, 2024. [doi]

Fuzzy decision-making framework for explainable golden multi-machine learning models for real-time adversarial attack detection in Vehicular Ad-hoc NetworksAhmed Shihab Albahri, Rula A. Hamid, Ahmed Raheem Abdulnabi, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Muhammet Deveci, Witold Pedrycz, Laith Alzubaidi, José Santamaría, Yuantong Gu. inffus, 105:102208, May 2024. [doi]

Z-relation-based multistage decision makingRafik A. Aliev, Witold Pedrycz, Babek G. Guirimov, Oleg H. Huseynov, Rafig R. Aliyev. isci, 653:119799, January 2024. [doi]

Developing deep transfer and machine learning models of chest X-ray for diagnosing COVID-19 cases using probabilistic single-valued neutrosophic hesitant fuzzyHassan A. Alsattar, Sarah Qahtan, Aws Alaa Zaidan, Muhammet Deveci, Luis Martínez 0001, Dragan Pamucar, Witold Pedrycz. eswa, 236:121300, February 2024. [doi]

Multi-valued verification of commitment systems with uncertainty and inconsistency in multi-source data settingsGhalya Alwhishi, Jamal Bentahar, Ahmed Elwhishi, Witold Pedrycz. inffus, 111:102502, 2024. [doi]

Multi-valued model checking IoT and intelligent systems with commitment protocols in multi-source data environmentsGhalya Alwhishi, Jamal Bentahar, Ahmed Elwhishi, Witold Pedrycz, Nagat Drawel. inffus, 102:102048, February 2024. [doi]

MV-Checker: A software tool for multi-valued model checking intelligent applications with trust and commitmentGhalya Alwhishi, Jamal Bentahar, Ahmed Elwhishi, Witold Pedrycz. eswa, 245:123113, 2024. [doi]

Verifying trust over IoT-ad hoc network-based applications under uncertaintyNarges Baharloo, Jamal Bentahar, Ghalya Alwhishi, Nagat Drawel, Witold Pedrycz. adhoc, 154:103380, March 2024. [doi]

Model checking combined trust and commitments in Multi-Agent SystemsNarges Baharloo, Jamal Bentahar, Nagat Drawel, Witold Pedrycz. eswa, 243:122856, 2024. [doi]

Takagi-Sugeno-Kang Fuzzy Systems for High-Dimensional Multilabel ClassificationZiwei Bian, Qin Chang, Jian Wang 0010, Witold Pedrycz, Nikhil R. Pal. tfs, 32(6):3790-3804, June 2024. [doi]

Fuzzy clustering-based neural network based on linear fitting residual-driven weighted fuzzy clustering and convolutional regularization strategyFan Bu, Congcong Zhang, Eun-Hu Kim, Dachun Yang, Zunwei Fu, Witold Pedrycz. asc, 154:111403, 2024. [doi]

Evaluating Holistic Privacy Risk Posed by Smart Home Ecosystem: A Capability-Oriented Model Accommodating Epistemic Uncertainty and Wisdom of CrowdsJian-Peng Chang, Hong-Liang Zheng, Abbas Mardani, Witold Pedrycz, Zhen-Song Chen 0002. tem, 71:5372-5390, 2024. [doi]

Adaptive Nonstationary Fuzzy Neural NetworkQin Chang, Zhen Zhang, Fanyue Wei, Jian Wang 0010, Witold Pedrycz, Nikhil R. Pal. kbs, 288:111398, 2024. [doi]

Analysis of power asymmetry conflict based on fuzzy options graph modelsLu Chen, Witold Pedrycz, Haiyan Xu 0001. kbs, 284:111221, 2024. [doi]

A New Oversampling Method Based on Triangulation of Sample SpaceYueqi Chen, Witold Pedrycz, Jian Wang 0010, Chao Zhang 0017, Jie Yang 0007. tsmc, 54(2):774-786, February 2024. [doi]

Accelerating the integration of the metaverse into urban transportation using fuzzy trigonometric based decision makingMuhammet Deveci, Dragan Pamucar, Ilgin Gökasar, Luis Martínez 0001, Mario Köppen, Witold Pedrycz. eaai, 127(Part A):107242, January 2024. [doi]

Advantage prioritization of digital carbon footprint awareness in optimized urban mobility using fuzzy Aczel Alsina based decision makingMuhammet Deveci, Ilgin Gökasar, Dragan Pamucar, Aws Alaa Zaidan, Wei Wei, Witold Pedrycz. asc, 151:111136, January 2024. [doi]

Optimal resources allocation to support the consensus reaching in group decision makingSha Fan, Haiming Liang, Cong-Cong Li, Francisco Chiclana, Witold Pedrycz, Yucheng Dong. inffus, 110:102451, 2024. [doi]

Integrating incomplete preference estimation and consistency control in consensus reachingSha Fan, Haiming Liang, Witold Pedrycz, Dong Yue 0001. inffus, 106:102268, 2024. [doi]

Sparsity in transformers: A systematic literature reviewMirko Farina, Usman Ahmad, Ahmad Taha, Hussein Younes, Yusuf Mesbah, Xiao Yu, Witold Pedrycz. ijon, 582:127468, 2024. [doi]

Cascade AdaBoost Neural Network Classifier: Analysis and DesignMingjie Gao, Wei Huang 0008, Shaohua Wan 0001, Sung-Kwun Oh, Witold Pedrycz. jcsc, 33(7), May 2024. [doi]

Concept-cognitive learning survey: Mining and fusing knowledge from dataDoudou Guo, Weihua Xu 0003, Weiping Ding 0001, Yiyu Yao, Xizhao Wang, Witold Pedrycz, Yuhua Qian. inffus, 109:102426, 2024. [doi]

Weighted Fuzzy Clustering for Time Series With Trend-Based Information GranulationHongyue Guo, Mengjun Wan, Lidong Wang, Xiaodong Liu 0001, Witold Pedrycz. tcyb, 54(2):903-914, February 2024. [doi]

A design of fuzzy rule-based classifier optimized through softmax function and information entropyXiaoyu Han, Xiubin Zhu, Witold Pedrycz, Almetwally M. Mostafa, Zhi-Wu Li 0001. asc, 156:111498, 2024. [doi]

A new approach to the fractional Abel k-integral equations and linear fractional differential equations in a fuzzy environmentNgo Van Hoa, Tofigh Allahviranloo, Witold Pedrycz. fss, 481:108895, 2024. [doi]

Time series classification with their image representationWladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz, Mariusz Wrzesien. ijon, 573:127214, March 2024. [doi]

An Efficient Federated Multiview Fuzzy C-Means Clustering MethodXingchen Hu, Jindong Qin, Yinghua Shen, Witold Pedrycz, Xinwang Liu 0002, Jiyuan Liu 0003. tfs, 32(4):1886-1899, April 2024. [doi]

Frequency Domain Channel-Wise Attack to CNN Classifiers in Motor Imagery Brain-Computer InterfacesXiuyu Huang, Kup-Sze Choi, Shuang Liang 0015, Yuanpeng Zhang, Yingkui Zhang, Simon K. Poon, Witold Pedrycz. tbe, 71(5):1587-1598, May 2024. [doi]

Condition Recognition Strategy Based on Fuzzy Clustering With Information Granulation for Blast FurnaceYuanfeng Huang, Sheng Du, Jie Hu 0013, Witold Pedrycz, Min Wu 0002. tii, 20(4):5864-5873, April 2024. [doi]

Shallow Inception Domain Adaptation Network for EEG-Based Motor Imagery ClassificationXiuyu Huang, Kup-Sze Choi, Nan Zhou 0010, Yuanpeng Zhang, Badong Chen, Witold Pedrycz. tamd, 16(2):521-533, April 2024. [doi]

A comprehensive survey on applications of transformers for deep learning tasksSaidul Islam, Hanae Elmekki, Ahmed Elsebai, Jamal Bentahar, Nagat Drawel, Gaith Rjoub, Witold Pedrycz. eswa, 241:122666, 2024. [doi]

Aggregation of Basic Uncertain Information With Two-Step Aggregation FrameLeSheng Jin, Zhen-Song Chen 0002, Witold Pedrycz, Tapan Senapati, Boris Yatsalo, Radko Mesiar, Gleb Beliakov, Luis Martínez 0001. tetci, 8(2):1102-1109, April 2024. [doi]

Linguistic Models: Optimization With the Use of Conditional Fuzzy C-MeansTailong Jing, Witold Pedrycz, Xiubin Zhu, Giancarlo Succi, Zhiwu Li 0001. tetci, 8(2):1136-1141, April 2024. [doi]

Multi-association evidential feature selection and its application to identifying schizophreniaHengrong Ju, Xiaoxue Fan, Weiping Ding 0001, Jiashuang Huang, Witold Pedrycz, Xibei Yang. isci, 674:120647, 2024. [doi]

Analysis of smooth and enhanced smooth quadrature-inspired generalized Choquet integralPawel Karczmarek, Adam Gregosiewicz, Zbigniew A. Lagodowski, Michal Dolecki, Lukasz Galka, Pawel Powroznik, Witold Pedrycz, Kamil Jonak. fss, 483:108926, 2024. [doi]

RPf-GCNs: reciprocal perspective driven fused GCNs for rumor detection on social mediaZafran Khan, Jeonghwan Gwak, Naima Iltaf, Witold Pedrycz, Moongu Jeon. jbd, 11(1):12, December 2024. [doi]

Design of Tobacco Leaves Classifier Through Fuzzy Clustering-Based Neural Networks With Multiple Histogram Analyses of ImagesEun-Hu Kim, Zheng Wang 0057, Hao Zong, Ziwu Jiang, Zunwei Fu, Witold Pedrycz. tii, 20(3):4698-4709, March 2024. [doi]

Testing a Vision-Based Autonomous Drone Navigation Model in a Forest EnvironmentAlvin Wai Chung Lee, Suet Peng Yong, Witold Pedrycz, Junzo Watada. algorithms, 17(4):139, April 2024. [doi]

Deep Fuzzy Envelope Sample Generation Mechanism for Imbalanced Ensemble ClassificationFan Li, Yongming Li 0003, Yinghua Shen, Witold Pedrycz, Xiaoheng Zhang, Pin Wang, Pufei Li, Chuanyan Zhou, Huan Cheng. tfs, 32(3):1248-1262, March 2024. [doi]

Introduction to the Special Issue on Recent Advances of Blockchain Evolution: Architecture and PerformanceXueqin Liang, Xiaokang Wang 0001, Chonggang Wang, Witold Pedrycz. distribledger, 3(2):8, June 2024. [doi]

Optimizing-Information-Granule-Based Consensus Reaching Model in Large-Scale Group Decision MakingYingying Liang, Witold Pedrycz, Jindong Qin. tfs, 32(4):2413-2427, April 2024. [doi]

Granular fuzzy rule-based model construction under the collaboration of multiple organizationsBingsheng Liu, Boyang Wang, Yinghua Shen, Witold Pedrycz, Yuan Chen. asc, 152:111191, 2024. [doi]

Artificial intelligence for production, operations and logistics management in modular construction industry: A systematic literature reviewQiurui Liu, Yanfang Ma, Lin Chen, Witold Pedrycz, Miroslaw J. Skibniewski, Zhen-Song Chen 0002. inffus, 109:102423, 2024. [doi]

Reinforced Interval Type-2 Fuzzy Clustering-Based Neural Network Realized Through Attention-Based Clustering Mechanism and Successive LearningShuangrong Liu, Sung-Kwun Oh, Witold Pedrycz, Bo Yang 0001, Lin Wang 0004, Jin Hee Yoon. tfs, 32(3):1208-1222, March 2024. [doi]

SCINN: Semantic Concept-Based Inference Neural Networks With Explainable and Deep Fuzzy StructureShuangrong Liu, Sung-Kwun Oh, Witold Pedrycz, Bo Yang 0001, Lin Wang, Zhen Peng. tfs, 32(7):4133-4147, July 2024. [doi]

An effective multi-source data fusion approach based on α-divergence in belief functions theory with applications to air target recognition and fault diagnosisZhe Liu, Muhammet Deveci, Dragan Pamucar, Witold Pedrycz. inffus, 110:102458, 2024. [doi]

Asymmetric Transfer Hashing With Adaptive Bipartite Graph LearningJianglin Lu, Jie Zhou 0009, Yudong Chen 0002, Witold Pedrycz, Kwok-Wai Hung. tcyb, 54(1):533-545, January 2024. [doi]

A two-objective-optimization-driven group decision making model under the bipolarity of decision informationZiqian Luo, Fang Liu 0017, Qi-Rui You, Witold Pedrycz. asc, 155:111439, 2024. [doi]

Forecasting bitcoin: Decomposition aided long short-term memory based time series modeling and its explanation with Shapley valuesVule Mizdrakovic, Maja Kljajic, Miodrag Zivkovic, Nebojsa Bacanin, Luka Jovanovic, Muhammet Deveci, Witold Pedrycz. kbs, 299:112026, 2024. [doi]

Decisioning-Based Approach for Optimising Control Engineering Tools Using Digital Twin Capabilities and Other Cyber-Physical Metaverse Manufacturing System ComponentsNahia Mourad, Hassan A. Alsattar, Sarah Qahtan, Aws Alaa Zaidan, Muhammet Deveci, Arun Kumar Sangaiah, Witold Pedrycz. tce, 70(1):3212-3221, February 2024. [doi]

An improved generative adversarial network to oversample imbalanced datasetsTingting Pan, Witold Pedrycz, Jie Yang 0007, Jian Wang 0010. eaai, 132:107934, 2024. [doi]

A conceptual clustering method for large-scale group decision-making with linguistic truth-valued lattice implication algebraKuo Pang, Yifan Lu, Luis Martínez-López 0001, Witold Pedrycz, Li Zou, Mingyu Lu. asc, 155:111418, 2024. [doi]

Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecastingMarijana Pavlov-Kagadejev, Luka Jovanovic, Nebojsa Bacanin, Muhammet Deveci, Miodrag Zivkovic, Milan Tuba, Ivana Strumberger, Witold Pedrycz. air, 57(3):45, March 2024. [doi]

Optimal Granularity of Machine Learning Models: A Perspective of Granular ComputingWitold Pedrycz, Xianmin Wang. tfs, 32(4):2176-2186, April 2024. [doi]

Ranking products through online reviews: A novel data-driven method based on interval type-2 fuzzy sets and sentiment analysisJindong Qin, Mingzhi Zeng, Xiao Wei, Witold Pedrycz. jors, 75(5):860-873, May 2024. [doi]

Efficient cloud data center: An adaptive framework for dynamic Virtual Machine ConsolidationSeyyed Meysam Rozehkhani, Farnaz Mahan, Witold Pedrycz. jnca, 226:103885, 2024. [doi]

Architecture selection for 5G-radio access network using type-2 neutrosophic numbers based decision making modelIman Mohamad Sharaf, Abdullah Hussein Alamoodi, Osamah Shihab Albahri, Muhammet Deveci, Mohammed Talal, Ahmed Shihab Albahri, Dursun Delen, Witold Pedrycz. eswa, 237(Part A):121420, March 2024. [doi]

A Dictionary-Based with Stacked Ensemble Learning to Time Series ClassificationRauzan Sumara, Wladyslaw Homenda, Witold Pedrycz, Fusheng Yu. iccs 2024: 120-128 [doi]

ARFIMA for Feature-Based Time Series ClassificationRauzan Sumara, Wladyslaw Homenda, Witold Pedrycz. pacis 2024: [doi]

A fuzzy-guided adaptive algorithm with hierarchy mechanism for solving dynamic multi-objective optimization problemsYong Wang, Kuichao Li, Gai-Ge Wang, Dunwei Gong, Witold Pedrycz. kbs, 284:111227, 2024. [doi]

Analyzing the barriers to resilience supply chain adoption in the food industry using hybrid interval-valued fermatean fuzzy PROMETHEE-II modelWeizhong Wang, Yi Wang, Yu Chen, Muhammet Deveci, Seifedine Kadry 0001, Witold Pedrycz. jiii, 40:100614, 2024. [doi]

Generalized TODIM method based on symmetric intuitionistic fuzzy Jensen-Shannon divergenceXinxing Wu, Zhiyi Zhu, Guanrong Chen, Witold Pedrycz, Lantian Liu, Manish Aggarwal. eswa, 237(Part B):121554, March 2024. [doi]

MBSSA-Bi-AESN: Classification prediction of bi-directional adaptive echo state network based on modified binary salp swarm algorithm and feature selectionXunjin Wu, Jianming Zhan 0001, Tianrui Li 0001, Weiping Ding 0001, Witold Pedrycz. apin, 54(2):1706-1733, 2024. [doi]

Minimum cost with consensus constraint to support multi-attribute product designWeidong Wu, Haiming Liang, Yuzhu Wu, Bowen Zhang, Witold Pedrycz. candie, 192:110190, 2024. [doi]

Negative Hesitation Fuzzy Sets and Their Application to Pattern RecognitionYoupeng Yang, Sanghyuk Lee, Haolan Zhang 0001, Xiaowei Huang 0001, Witold Pedrycz. tfs, 32(4):1836-1847, April 2024. [doi]

An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanismHuilin Yang, Fusheng Yu, Witold Pedrycz, Zonglin Yang, Jiaqi Chang, Jiayin Wang. ijar, 169:109169, 2024. [doi]

Multi-granularity feature enhancement network for maritime ship detectionLi Ying, Duoqian Miao, Zhifei Zhang, Hongyun Zhang, Witold Pedrycz. caaitrit, 9(3):649-664, 2024. [doi]

FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-Hoc NetworksXiaohan Yuan, Jiqiang Liu, Bin Wang 0062, Wei Wang 0012, Bin Wang, Tao Li 0022, Xiaobo Ma, Witold Pedrycz. tifs, 19:777-792, 2024. [doi]

End-to-end dynamic residual focal transformer network for multimodal medical image fusionWeihao Zhang, Lei Yu, Huiqi Wang, Witold Pedrycz. nca, 36(19):11579-11601, July 2024. [doi]

Local Boundary Fuzzified Rough K-Means-Based Information Granulation Algorithm Under the Principle of Justifiable GranularityTengfei Zhang, Yudi Zhang, Fumin Ma, Chen Peng 0001, Dong Yue 0001, Witold Pedrycz. tcyb, 54(1):519-532, January 2024. [doi]

Fuzzy Prediction Model in Privacy Protection: Takagi-Sugeno Rules Model via Differential PrivacyGe Zhang, Xiubin Zhu, Li Yin, Witold Pedrycz, Zhiwu Li 0001. tfs, 32(6):3716-3728, June 2024. [doi]

Incremental Fuzzy Clustering-Based Neural Networks Driven With the Aid of Dynamic Input Space Partition and Quasi-Fuzzy Local ModelsCongcong Zhang, Sung-Kwun Oh, Zunwei Fu, Witold Pedrycz. tcyb, 54(5):2978-2991, May 2024. [doi]

Conjunctive and disjunctive combination rules in random permutation set theory: A layer-2 belief structure perspectiveQianli Zhou, Ye Cui, Witold Pedrycz, Yong Deng 0001. inffus, 102:102083, February 2024. [doi]

A self-organizing deep network architecture designed based on LSTM network via elitism-driven roulette-wheel selection for time-series forecastingKun Zhou, Sung-Kwun Oh, Witold Pedrycz, Jianlong Qiu, Kisung Seo. kbs, 289:111481, 2024. [doi]

Design of Hierarchical Neural Networks Using Deep LSTM and Self-Organizing Dynamical Fuzzy-Neural Network ArchitectureKun Zhou, Sung-Kwun Oh, Jianlong Qiu, Witold Pedrycz, Kisung Seo, Jin Hee Yoon. tfs, 32(5):2915-2929, May 2024. [doi]

From Numeric to Granular Models: A Quest for Error and Performance AnalysisXiubin Zhu, Witold Pedrycz, Ting Qu, Zhiwu Li 0001. tcyb, 54(1):150-161, January 2024. [doi]

A Development of Fuzzy-Rule-Based Regression Models Through Using Decision TreesXiubin Zhu, Xingchen Hu, Lan Yang 0007, Witold Pedrycz, Zhiwu Li 0001. tfs, 32(5):2976-2986, May 2024. [doi]

Privacy-Preserving Realization of Fuzzy Clustering and Fuzzy Modeling Through Vertical Federated LearningXiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li 0001. tsmc, 54(2):915-924, February 2024. [doi]

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