IEEE Transactions on Neural Networks and Learning Systems, Volume 34, Issue 2, February 2023

1) A Survey on Evolutionary Neural Architecture Search

Author(s): Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen, Kay Chen Tan

Pages: 550 - 570

2) Toward Better Structure and Constraint to Mine Negative Sequential Patterns

Author(s): Xinming Gao, Yongshun Gong, TianTian Xu, Jinhu Lü, Yuhai Zhao, Xiangjun Dong

Pages: 571 - 585

3) Nearest Neighbor-Based Strategy to Optimize Multi-View Triplet Network for Classification of Small-Sample Medical Imaging Data

Author(s): Phawis Thammasorn, Wanpracha A. Chaovalitwongse, Daniel S. Hippe, Landon S. Wootton, Eric C. Ford, Matthew B. Spraker, Stephanie E. Combs, Jan C. Peeken, Matthew J. Nyflot

Pages: 586 - 600

4) Adaptive Synchronization for Delayed Chaotic Memristor-Based Neural Networks

Author(s): Youming Xin, Zunshui Cheng

Pages: 601 - 610

5) Stochastically Controlled Compositional Gradient for Composition Problems

Author(s): Liu Liu, Ji Liu, Cho-Jui Hsieh, Dacheng Tao

Pages: 611 - 622

6) Deep Hybrid 2-D–3-D CNN Based on Dual Second-Order Attention With Camera Spectral Sensitivity Prior for Spectral Super-Resolution

Author(s): Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Weiying Xie, Lihuo He, Xinbo Gao

Pages: 623 - 634

7) Model-Free λ-Policy Iteration for Discrete-Time Linear Quadratic Regulation

Author(s): Yongliang Yang, Bahare Kiumarsi, Hamidreza Modares, Chengzhong Xu

Pages: 635 - 649

8) Solving Two-Person Zero-Sum Stochastic Games With Incomplete Information Using Learning Automata With Artificial Barriers

Author(s): Anis Yazidi, Daniel Silvestre, B. John Oommen

Pages: 650 - 661

9) Conservative Novelty Synthesizing Network for Malware Recognition in an Open-Set Scenario

Author(s): Jingcai Guo, Song Guo, Shiheng Ma, Yuxia Sun, Yuanyuan Xu

Pages: 662 - 676

10) On the Guaranteed Almost Equivalence Between Imitation Learning From Observation and Demonstration

Author(s): Zhihao Cheng, Liu Liu, Aishan Liu, Hao Sun, Meng Fang, Dacheng Tao

Pages: 677 - 689

11) Multistability of Dynamic Memristor Delayed Cellular Neural Networks With Application to Associative Memories

Author(s): Kun Deng, Song Zhu, Gang Bao, Jun Fu, Zhigang Zeng

Pages: 690 - 702

12) Full Information Control for Switched Neural Networks Subject to Fault and Disturbance

Author(s): Jiayue Sun, Huaguang Zhang, Shun Xu, Yang Liu

Pages: 703 - 714

13) Markovian RNN: An Adaptive Time Series Prediction Network With HMM-Based Switching for Nonstationary Environments

Author(s): Fatih Ilhan, Oguzhan Karaahmetoglu, Ismail Balaban, Suleyman Serdar Kozat

Pages: 715 - 728

14) Adaptive Event-Triggered Neural Network Control for Switching Nonlinear Systems With Time Delays

Author(s): Yingkang Xie, Qian Ma

Pages: 729 - 738

15) Mutual Information-Driven Subject-Invariant and Class-Relevant Deep Representation Learning in BCI

Author(s): Eunjin Jeon, Wonjun Ko, Jee Seok Yoon, Heung-Il Suk

Pages: 739 - 749

16) A Deep Convolutional Neural Network Model for Improving WRF Simulations

Author(s): Alqamah Sayeed, Yunsoo Choi, Jia Jung, Yannic Lops, Ebrahim Eslami, Ahmed Khan Salman

Pages: 750 - 760

17) Coarse-to-Fine: Progressive Knowledge Transfer-Based Multitask Convolutional Neural Network for Intelligent Large-Scale Fault Diagnosis

Author(s): Yu Wang, Ruonan Liu, Di Lin, Dongyue Chen, Ping Li, Qinghua Hu, C. L. Philip Chen

Pages: 761 - 774

18) Fixed-Time Stabilization of Discontinuous Neutral Neural Networks With Proportional Delays via New Fixed-Time Stability Lemmas

Author(s): Fanchao Kong, Quanxin Zhu

Pages: 775 - 785

19) Neural-Network-Based Set-Membership Fault Estimation for 2-D Systems Under Encoding–Decoding Mechanism

Author(s): Kaiqun Zhu, Zidong Wang, Yun Chen, Guoliang Wei

Pages: 786 - 798

20) Multilevel Graph Matching Networks for Deep Graph Similarity Learning

Author(s): Xiang Ling, Lingfei Wu, Saizhuo Wang, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji

Pages: 799 - 813

21) Globally Adaptive Neural Network Tracking for Uncertain Output-Feedback Systems

Author(s): Qiufeng Wang, Zhengqiang Zhang, Xue-Jun Xie

Pages: 814 - 823

22) SpaRCe: Improved Learning of Reservoir Computing Systems Through Sparse Representations

Author(s): Luca Manneschi, Andrew C. Lin, Eleni Vasilaki

Pages: 824 - 838

23) Label Distribution Learning by Exploiting Label Distribution Manifold

Author(s): Jing Wang, Xin Geng

Pages: 839 - 852

24) LadRa-Net: Locally Aware Dynamic Reread Attention Net for Sentence Semantic Matching

Author(s): Kun Zhang, Guangyi Lv, Le Wu, Enhong Chen, Qi Liu, Meng Wang

Pages: 853 - 866

25) DisP+V: A Unified Framework for Disentangling Prototype and Variation From Single Sample per Person

Author(s): Meng Pang, Binghui Wang, Mang Ye, Yiu-ming Cheung, Yiran Chen, Bihan Wen

Pages: 867 - 881

26) An Annealing Mechanism for Adversarial Training Acceleration

Author(s): Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu

Pages: 882 - 893

27) Passivity and Finite-Time Passivity for Multi-Weighted Fractional-Order Complex Networks With Fixed and Adaptive Couplings

Author(s): Jin-Liang Wang, Xiao-Xiao Zhang, Guoguang Wen, Yiwen Chen, Huai-Ning Wu

Pages: 894 - 908

28) Stochastic Sampled-Data Exponential Synchronization of Markovian Jump Neural Networks With Time-Varying Delays

Author(s): Lan Yao, Zhen Wang, Xia Huang, Yuxia Li, Qian Ma, Hao Shen

Pages: 909 - 920

29) On the Compressive Power of Boolean Threshold Autoencoders

Author(s): Avraham A. Melkman, Sini Guo, Wai-Ki Ching, Pengyu Liu, Tatsuya Akutsu

Pages: 921 - 931

30) Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion

Author(s): Tai-Xiang Jiang, Xi-Le Zhao, Hao Zhang, Michael K. Ng

Pages: 932 - 946

31) Adaptive NN Optimal Consensus Fault-Tolerant Control for Stochastic Nonlinear Multiagent Systems

Author(s): Kewen Li, Yongming Li

Pages: 947 - 957

32) An Accelerated Maximally Split ADMM for a Class of Generalized Ridge Regression

Author(s): Xiaoping Lai, Jiuwen Cao, Zhiping Lin

Pages: 958 - 972

33) Multiview Clustering via Proximity Learning in Latent Representation Space

Author(s): Bao-Yu Liu, Ling Huang, Chang-Dong Wang, Jian-Huang Lai, Philip S. Yu

Pages: 973 - 986

34) Compact and Stable Memristive Visual Geometry Group Neural Network

Author(s): Huanhuan Ran, Shiping Wen, Qian Li, Yuting Cao, Kaibo Shi, Tingwen Huang

Pages: 987 - 998

35) Adaptive Neural Control of Nonlinear Nonstrict Feedback Systems With Full-State Constraints: A Novel Nonlinear Mapping Method

Author(s): Jiaming Zhang, Ben Niu, Ding Wang, Huanqing Wang, Peiyong Duan, Guangdeng Zong

Pages: 999 - 1007

36) Random Hyperboxes

Author(s): Thanh Tung Khuat, Bogdan Gabrys

Pages: 1008 - 1022

37) Bilinear Graph Networks for Visual Question Answering

Author(s): Dalu Guo, Chang Xu, Dacheng Tao

Pages: 1023 - 1034

38) Model-Based Transfer Reinforcement Learning Based on Graphical Model Representations

Author(s): Yuewen Sun, Kun Zhang, Changyin Sun

Pages: 1035 - 1048

39) Leader-Following Consensus Control for Uncertain Feedforward Stochastic Nonlinear Multiagent Systems

Author(s): Kuo Li, Changchun Hua, Xiu You, Choon Ki Ahn

Pages: 1049 - 1057

40) Sample-Based Neural Approximation Approach for Probabilistic Constrained Programs

Author(s): Xun Shen, Tinghui Ouyang, Nan Yang, Jiancang Zhuang

Pages: 1058 - 1065

41) Reinforcement Learning From Hierarchical Critics

Author(s): Zehong Cao, Chin-Teng Lin

Pages: 1066 - 1073

42) Proportional–Integral State Estimator for Quaternion-Valued Neural Networks With Time-Varying Delays

Author(s): Guoqiang Tan, Zhanshan Wang, Zhan Shi

Pages: 1074 - 1079

43) Constrained Center Loss for Convolutional Neural Networks

Author(s): Zhanglei Shi, Hao Wang, Chi-Sing Leung

Pages: 1080 - 1088

44) Learning Graph Representations With Maximal Cliques

Author(s): Soheila Molaei, Nima Ghanbari Bousejin, Hadi Zare, Mahdi Jalili, Shirui Pan

Pages: 1089 - 1096

IEEE Transactions on Fuzzy Systems, Volume 31, Number 3, March 2023

 1) Reinforced Two-Stream Fuzzy Neural Networks Architecture Realized With the Aid of One-Dimensional/Two-Dimensional Data Features

Author(s): Kun Zhou, Sung-Kwun Oh, Jianlong Qiu, Witold Pedrycz, Kisung Seo

Pages: 707 - 721

2) A Generalized Reciprocally Convex Inequality on Stability and Stabilization for T–S Fuzzy Systems With Time-Varying Delay

Author(s): Yibo Wang, Changchun Hua, PooGyeon Park

Pages: 722 - 733

3) More Than Accuracy: A Composite Learning Framework for Interval Type-2 Fuzzy Logic Systems

Author(s): Aykut Beke, Tufan Kumbasar

Pages: 734 - 744

4) Fuzzy Multicontext Systems

Author(s): Lei Yang, Yi-Song Wang, Hong-Bo Hu, Ren-Yan Feng, Jun Liu

Pages: 745 - 759

5) Hierarchical Fuzzy Fault-Tolerant Controller Synthesis for Finite-Time Multitarget Surrounding of Networked Perturbed Mechanical Systems

Author(s): Ming-Feng Ge, Jiu-Wang Dong, Zhi-Wei Liu, Huaicheng Yan, Chang-Duo Liang, Kun-Ting Xu

Pages: 760 - 773

6) Event-Triggered Cooperative Adaptive Fuzzy Control for Stochastic Nonlinear Systems With Measurement Sensitivity and Deception Attacks

Author(s): Huaguang Zhang, Xiyue Guo, Jiayue Sun, Yu Zhou

Pages: 774 - 785

7) FHC-NDS: Fuzzy Hierarchical Clustering of Multiple Nominal Data Streams

Author(s): Jerry W. Sangma, Yogita, Vipin Pal, Neeraj Kumar, Riti Kushwaha

Pages: 786 - 798

8) Whole-Body Control of an Autonomous Mobile Manipulator Using Model Predictive Control and Adaptive Fuzzy Technique

Author(s): Wang Yuan, Yong-Hua Liu, Chun-Yi Su, Feng Zhao

Pages: 799 - 809

9) Graph Enhanced Fuzzy Clustering for Categorical Data Using a Bayesian Dissimilarity Measure

Author(s): Chuanbin Zhang, Long Chen, Yin-Ping Zhao, Yingxu Wang, C. L. Philip Chen

Pages: 810 - 824

10) Stochastic Data-Based Denial-of-Service Attack Strategy Design Against Remote State Estimation in Interval Type-2 T–S Fuzzy Systems

Author(s): Mengge Fan, Engang Tian, Xiang-peng Xie, Dong Yue, Teng Cao

Pages: 825 - 834

11) Fuzzy RDF Knowledge Graph Embeddings Through Vector Space Model

Author(s): Xiaowen Zhang, Zongmin Ma

Pages: 835 - 844

12) Generalized Interval Type-II Fuzzy Rough Model-Based Feature Discretization for Mixed Pixels

Author(s): Qiong Chen, Weiping Ding, Xiaomeng Huang, Hao Wang

Pages: 845 - 859

13) Type-(2,k) Overlap Indices

Author(s): Antonio Francisco Roldán López de Hierro, Concepción Roldán, Miguel Ángel Tíscar, Zdenko Takáč, Regivan H. N. Santiago, Graçaliz P. Dimuro, Javier Fernández, Humberto Bustince

Pages: 860 - 874

14) Constrained Control of Autonomous Surface Vehicles for Multitarget Encirclement via Fuzzy Modeling and Neurodynamic Optimization

Author(s): Yue Jiang, Zhouhua Peng, Jun Wang

Pages: 875 - 889

15) Pythagorean Fuzzy Sets to Solve Z-Numbers in Decision-Making Model

Author(s): Qianlei Jia, Enrique Herrera-Viedma

Pages: 890 - 904

16) A Telemedicine Decision-Making Model for Teleconsultation Decision Support System Based on Intuitionistic Hesitant Fuzzy Linguistic Term Sets

Author(s): Meng Zhao, Yiqi Hu, Song Wu, Zeshui Xu

Pages: 905 - 918

17) Distributed Adaptive Fuzzy Formation Control of Uncertain Multiple Unmanned Aerial Vehicles With Actuator Faults and Switching Topologies

Author(s): Yajing Yu, Jian Guo, Mohammed Chadli, Zhengrong Xiang

Pages: 919 - 929

18) Synchronization of Delayed Fuzzy Neural Networks with Probabilistic Communication Delay and Its Application to Image Encryption

Author(s): Shen Yan, Zhou Gu, Ju H. Park, Xiangpeng Xie

Pages: 930 - 940

19) Event-Based Fuzzy Tracking Control for Nonlinear Networked Systems Subject to Dynamic Quantization

Author(s): Zhi-Min Li, Xiao-Heng Chang, Jun Xiong

Pages: 941 - 954

20) Multifuzzy β-Covering Approximation Spaces and Their Information Measures

Author(s): Jianhua Dai, Xiongtao Zou, Yuhua Qian, Xizhao Wang

Pages: 955 - 969

21) Asynchronous Fault Detection Filter Design for T–S Fuzzy Singular Systems via Dynamic Event-Triggered Scheme

Author(s): Qian Zhang, Huaicheng Yan, Meng Wang, Zhichen Li, Yufang Chang

Pages: 970 - 981

22) Regret Theory-Based Three-Way Decision Method on Incomplete Multiscale Decision Information Systems With Interval Fuzzy Numbers

Author(s): Jiang Deng, Jianming Zhan, Enrique Herrera-Viedma, Francisco Herrera

Pages: 982 - 996

23) Evolving Error Feedback Fuzzy Model for Improved Robustness Under Measurement Noise

Author(s): Edwin Lughofer, Igor Skrjanc

Pages: 997 - 1008

24) Adaptive Fuzzy Asynchronous Control for Nonhomogeneous Markov Jump Power Systems Under Hybrid Attacks

Author(s): Shanling Dong, Meiqin Liu

Pages: 1009 - 1019

25) Particular-Function-Based Preassigned-Time Stability of Discontinuous System: Novel Control Scheme for Fuzzy Neural Networks

Author(s): Zuowei Cai, Lihong Huang, Zengyun Wang

Pages: 1020 - 1030

26) Induced L∞ Quantized Sampled-Data Control for T–S Fuzzy System With Bandwidth Constraint

Author(s): Jiasheng Song, Xiao-Heng Chang

Pages: 1031 - 1040

27) Fixed-Time Fuzzy Control of Uncertain Robots With Guaranteed Transient Performance

Author(s): Chengzhi Zhu, Chenguang Yang, Yiming Jiang, Hui Zhang

Pages: 1041 - 1051

28) Protocol-Based Fuzzy Control of Networked Systems Under Joint Deception Attacks

Author(s): Xiaobin Gao, Feiqi Deng, Chun-Yi Su, Pengyu Zeng

Pages: 1052 - 1063

29) Enhanced Local Stabilization of Constrained N-TS Fuzzy Systems With Lighter Computational Burden

Author(s): Xiangpeng Xie, Fuyi Yang, Lei Wan, Jianwei Xia, Kaibo Shi

Pages: 1064 - 1070

IEEE Transactions on Fuzzy Systems, Volume 31, Issue 2, February 2023

 1) Guest Editorial Fuzzy Decision Systems for Sustainable Transport

Author(s): Muhammet Deveci, Rosa M. Rodríguez, Dragan Pamucar, Madjid Tavana, Harish Garg

Pages: 355 - 355

2) Fuzzy Differential Privacy Theory and Its Applications in Subgraph Counting

Author(s): Yongchao Hou, Xiaofang Xia, Hui Li, Jiangtao Cui, Abbas Mardani

Pages: 356 - 369

3) A Fuzzy Profit Maximization Model Using Communities Viable Leaders for Information Diffusion in Dynamic Drivers Collaboration Networks

Author(s): Hamed Kalantari, Aghdas Badiee, Amirhossein Dezhboro, Hasan Mohammadi, Erfan Babaee Tirkolaee

Pages: 370 - 379

4) Toward Sustainable Transportation: A Pavement Strategy Selection Based on the Extension of Dual-Hesitant Fuzzy Multicriteria Decision-Making Methods

Author(s): S. F. Ismael, A. H. Alias, A. A. Zaidan, B. B. Zaidan, H. A. Alsattar, Sarah Qahtan, O. S. Albahri, Mohammed Talal, A. H. Alamoodi, R. T. Mohammed

Pages: 380 - 393

5) A Deep Spatiotemporal Fuzzy Neural Network for Subway Passenger Flow Prediction With COVID-19 Search Engine Data

Author(s): Qun Tu, Qianqian Zhang, Zhenji Zhang, Daqing Gong, Mincong Tang

Pages: 394 - 406

6) A Dual Hesitant Fuzzy Sets-Based Methodology for Advantage Prioritization of Zero-Emission Last-Mile Delivery Solutions for Sustainable City Logistics

Author(s): Abhijit Saha, Vladimir Simic, Tapan Senapati, Svetlana Dabic-Miletic, Ali Ala

Pages: 407 - 420

7) An Interpretable Station Delay Prediction Model Based on Graph Community Neural Network and Time-Series Fuzzy Decision Tree

Author(s): Dalin Zhang, Yi Xu, Yunjuan Peng, Chenyue Du, Nan Wang, Mincong Tang, Lingyun Lu, Jiqiang Liu

Pages: 421 - 433

8) Assessing Spatial Synergy Between Integrated Urban Rail Transit System and Urban Form: A BULI-Based MCLSGA Model With the Wisdom of Crowds

Author(s): Jian-Peng Chang, Zhen-Song Chen, Zhu-Jun Wang, LeSheng Jin, Witold Pedrycz, Luis Martínez, Mirosław J. Skibniewski

Pages: 434 - 448

9) Toward a Sustainable Transportation Industry: Oil Company Benchmarking Based on the Extension of Linear Diophantine Fuzzy Rough Sets and Multicriteria Decision-Making Methods

Author(s): Alhamzah Alnoor, A. A. Zaidan, Sarah Qahtan, Hassan A. Alsattar, R. T. Mohammed, K. W. Khaw, M. Alazab, Teh S. Yin, A. S. Albahri

Pages: 449 - 459

10) A Credibility and Strategic Behavior Approach in Hesitant Multiple Criteria Decision-Making With Application to Sustainable Transportation

Author(s): Francisco J. Santos-Arteaga, Debora Di Caprio, Madjid Tavana, Emilio Cerdá Tena

Pages: 460 - 474

11) A Decision Support System for Assessing and Prioritizing Sustainable Urban Transportation in Metaverse

Author(s): Muhammet Deveci, Arunodaya Raj Mishra, Ilgin Gokasar, Pratibha Rani, Dragan Pamucar, Ender Özcan

Pages: 475 - 484

12) A New Decision-Making Framework for Site Selection of Electric Vehicle Charging Station With Heterogeneous Information and Multigranular Linguistic Terms

Author(s): Ying-Ming Wang, Xiao-Hong Pan, Shi-Fan He, Bapi Dutta, Diego García-Zamora, Luis Martínez

Pages: 485 - 499

13) Bus Bridging for Rail Disruptions: A Distributionally Robust Fuzzy Optimization Approach

Author(s): Ming Yang, Hongguang Ma, Xiang Li, Changjing Shang, Qiang Shen

Pages: 500 - 510

14) Two-Stream Fused Fuzzy Deep Neural Network for Multiagent Learning

Author(s): Baofu Fang, Caiming Zheng, Hao Wang, Tingting Yu

Pages: 511 - 520

15) The Integrated Strategy of LIDAR Points’ Evaluation Localization and Lateral Tracking Optimization for a New Parking Robot's Tight Space Transportation

Author(s): Xiangyong Liu, Xuesong Sun, Wei Huang

Pages: 521 - 535

16) Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems

Author(s): Paweł Karczmarek, Łukasz Gałka, Adam Kiersztyn, Michał Dolecki, Krystyna Kiersztyn, Witold Pedrycz

Pages: 536 - 546

17) Stabilization of Switched Fuzzy Systems via Stabilizing Switching-Dependent ADT Method

Author(s): Cui-Li Jin, Rui Wang, Qing-Guo Wang, Di Wu

Pages: 547 - 556

18) Data-Driven Empty Container Repositioning for Large Scale Railway Network With Fuzzy Demands

Author(s): Minyi Cai, Haodong Li, Zhanqing Guo, Shuisheng Lu

Pages: 557 - 570

19) Deep Fuzzy Contrast-Set Deviation Point Representation and Trajectory Detection

Author(s): Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava

Pages: 571 - 581

20) An Interval Type-2 Fuzzy Logic-Based Map Matching Algorithm for Airport Ground Movements

Author(s): Xinwei Wang, Alexander Edward Ian Brownlee, Michal Weiszer, John R. Woodward, Mahdi Mahfouf, Jun Chen

Pages: 582 - 595

21) Electric Vehicles Charging Dispatch and Optimal Bidding for Frequency Regulation Based on Intuitionistic Fuzzy Decision Making

Author(s): Xiangyu Li, Chaojie Li, Fengji Luo, Guo Chen, Zhao Yang Dong, Tingwen Huang

Pages: 596 - 608

22) Determining the Optimal Route of Electric Vehicle Using a Hybrid Algorithm Based on Fuzzy Dynamic Programming

Author(s): Lazar Z. Velimirović, Aleksandar Janjić, Petar Vranić, Jelena D. Velimirović, Ivana Petkovski

Pages: 609 - 618

23) A Framework for Mitigating Excessive Transportation in the Context of Manufacturing Localization

Author(s): Enes Eryarsoy, Hakki Nalcioglu, Huseyin Selcuk Kilic, Ahmet Selcuk Yalcin, Selim Zaim, Dursun Delen

Pages: 619 - 630

24) An Event-Triggered Predefined Time Decentralized Output Feedback Fuzzy Adaptive Control Method for Interconnected Systems

Author(s): Hao Xu, Dengxiu Yu, Shuai Sui, C. L. Philip Chen

Pages: 631 - 644

25) Multistability of Fuzzy Neural Networks With a General Class of Activation Functions and State-Dependent Switching Rules

Author(s): Shiqin Ou, Zhenyuan Guo, Jun Wang

Pages: 645 - 659

26) Further Results on Dissipativity Analysis for T–S Fuzzy Systems Based on Sampled-Data Control

Author(s): Zhengliang Zhai, Huaicheng Yan, Shiming Chen, Xisheng Zhan, Hongbing Zeng

Pages: 660 - 668

27) Reduced Model-Based Fault Detector and Controller Design for Discrete-Time Switching Fuzzy Systems

Author(s): Yaoyao Tan, Xiaojie Su, Zhenshan Bing, Xiaokui Yang, Alois Knoll

Pages: 669 - 681

28) Anti-Transitional-Asynchrony Control for a Class of Hybrid Fuzzy Systems With Application to Bicopter

Author(s): Jianan Yang, Yimin Zhu, Tong Wu, Lixian Zhang, Yang Shi

Pages: 682 - 691

29) Random Feature-Based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks

Author(s): Yingxu Wang, Shiyuan Han, Jin Zhou, Long Chen, C. L. Philip Chen, Tong Zhang, Zhulin Liu, Lin Wang, Yuehui Chen

Pages: 692 - 706

IEEE Transactions on Neural Networks and Learning Systems, Volume 34, Issue 1, January 2023

1) Editorial Happy New Year!

Author(s): Yongduan Song

Pages: 2 - 2

2) Model Compression Hardens Deep Neural Networks: A New Perspective to Prevent Adversarial Attacks

Author(s): Qi Liu, Wujie Wen

Pages: 3 - 14

3) Relation-Aware Fine-Grained Reasoning Network for Textbook Question Answering

Author(s): Jie Ma, Jun Liu, Yaxian Wang, Junjun Li, Tongliang Liu

Pages: 15 - 27

4) ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images

Author(s): Hongyan Zhang, Manhui Lin, Guangyi Yang, Liangpei Zhang

Pages: 28 - 42

5) The Wisdom of the Crowd: Reliable Deep Reinforcement Learning Through Ensembles of Q-Functions

Author(s): Daniel L. Elliott, Charles Anderson

Pages: 43 - 51

6) SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multiagent Reinforcement Learning

Author(s): Xinghu Yao, Chao Wen, Yuhui Wang, Xiaoyang Tan

Pages: 52 - 63

7) Discriminative Fisher Embedding Dictionary Transfer Learning for Object Recognition

Author(s): Zizhu Fan, Linrui Shi, Qiang Liu, Zhengming Li, Zheng Zhang

Pages: 64 - 78

8) Adaptive Bipartite Output Tracking Consensus in Switching Networks of Heterogeneous Linear Multiagent Systems Based on Edge Events

Author(s): Juan Zhang, Huaguang Zhang, Yuling Liang, Weizhao Song

Pages: 79 - 89

9) Hierarchical and Stable Multiagent Reinforcement Learning for Cooperative Navigation Control

Author(s): Yue Jin, Shuangqing Wei, Jian Yuan, Xudong Zhang

Pages: 90 - 103

10) Event-Triggered Approximate Optimal Path-Following Control for Unmanned Surface Vehicles With State Constraints

Author(s): Weixiang Zhou, Jun Fu, Huaicheng Yan, Xin Du, Yueying Wang, Hua Zhou

Pages: 104 - 118

11) A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning

Author(s): Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler

Pages: 119 - 133

12) A Real-Time Global Inference Network for One-Stage Referring Expression Comprehension

Author(s): Yiyi Zhou, Rongrong Ji, Gen Luo, Xiaoshuai Sun, Jinsong Su, Xinghao Ding, Chia-Wen Lin, Qi Tian

Pages: 134 - 143

13) Adaptive Multigradient Recursive Reinforcement Learning Event-Triggered Tracking Control for Multiagent Systems

Author(s): Hongyi Li, Ying Wu, Mou Chen, Renquan Lu

Pages: 144 - 156

14) Metro Passenger-Flow Representation via Dynamic Mode Decomposition and Its Application

Author(s): Xiulan Wei, Yong Zhang, Yun Wei, Yongli Hu, Shuzhen Tong, Wei Huang, Jinde Cao

Pages: 157 - 170

15) Low-Rank Plus Sparse Decomposition of Covariance Matrices Using Neural Network Parametrization

Author(s): Michel Baes, Calypso Herrera, Ariel Neufeld, Pierre Ruyssen

Pages: 171 - 185

16) Online Active Learning for Drifting Data Streams

Author(s): Sanmin Liu, Shan Xue, Jia Wu, Chuan Zhou, Jian Yang, Zhao Li, Jie Cao

Pages: 186 - 200

17) Multi-View Clustering via Nonnegative and Orthogonal Graph Reconstruction

Author(s): Shaojun Shi, Feiping Nie, Rong Wang, Xuelong Li

Pages: 201 - 214

18) GopGAN: Gradients Orthogonal Projection Generative Adversarial Network With Continual Learning

Author(s): Xiaobin Li, Weiqiang Wang

Pages: 215 - 227

19) Mimicking the Brain’s Cognition of Sarcasm From Multidisciplines for Twitter Sarcasm Detection

Author(s): Fanglong Yao, Xian Sun, Hongfeng Yu, Wenkai Zhang, Wei Liang, Kun Fu

Pages: 228 - 242

20) Finite-Time Stability of Nonlinear Impulsive Systems With Applications to Neural Networks

Author(s): Xueyan Yang, Xiaodi Li

Pages: 243 - 251

21) Multiple Kernel Clustering With Compressed Subspace Alignment

Author(s): Sihang Zhou, Qiyuan Ou, Xinwang Liu, Siqi Wang, Luyan Liu, Siwei Wang, En Zhu, Jianping Yin, Xin Xu

Pages: 252 - 263

22) Rethinking Maximum Mean Discrepancy for Visual Domain Adaptation

Author(s): Wei Wang, Haojie Li, Zhengming Ding, Feiping Nie, Junyang Chen, Xiao Dong, Zhihui Wang

Pages: 264 - 277

23) H∞Bipartite Synchronization of Double-Layer Markov Switched Cooperation-Competition Neural Networks: A Distributed Dynamic Event-Triggered Mechanism

Author(s): Jing Wang, Mengping Xing, Jinde Cao, Ju H. Park, Hao Shen

Pages: 278 - 289

24) Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing

Author(s): Mehmet Yamaç, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj

Pages: 290 - 304

25) Gradient Descent-Barzilai Borwein-Based Neural Network Tracking Control for Nonlinear Systems With Unknown Dynamics

Author(s): Yujia Wang, Tong Wang, Xuebo Yang, Jiae Yang

Pages: 305 - 315

26) A Time-Delay Feedback Neural Network for Discriminating Small, Fast-Moving Targets in Complex Dynamic Environments

Author(s): Hongxin Wang, Huatian Wang, Jiannan Zhao, Cheng Hu, Jigen Peng, Shigang Yue

Pages: 316 - 330

27) Multi-Label Sentiment Analysis on 100 Languages With Dynamic Weighting for Label Imbalance

Author(s): Selim F. Yilmaz, E. Batuhan Kaynak, Aykut Koç, Hamdi Dibeklioğlu, Suleyman Serdar Kozat

Pages: 331 - 3433

28) Finite-Time Estimation for Markovian BAM Neural Networks With Asymmetrical Mode-Dependent Delays and Inconstant Measurements

Author(s): Chang Liu, Zhuo Wang, Renquan Lu, Tingwen Huang, Yong Xu

Pages: 344 - 354

29) Correlated SVD and Its Application in Bearing Fault Diagnosis

Author(s): Hua Li, Tao Liu, Xing Wu, Shaobo Li

Pages: 355 - 365

30) Event-Triggered Multigradient Recursive Reinforcement Learning Tracking Control for Multiagent Systems

Author(s): Weiwei Bai, Tieshan Li, Yue Long, C. L. Philip Chen

Pages: 366 - 379

31) TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification

Author(s): Yuxiang Zhou, Lejian Liao, Yang Gao, Rui Wang, Heyan Huang

Pages: 380 - 393

32) A Supervised Learning Algorithm for Multilayer Spiking Neural Networks Based on Temporal Coding Toward Energy-Efficient VLSI Processor Design

Author(s): Yusuke Sakemi, Kai Morino, Takashi Morie, Kazuyuki Aihara

Pages: 394 - 408

33) A Novel Neural Approach to Infinity-Norm Joint-Velocity Minimization of Kinematically Redundant Robots Under Joint Limits

Author(s): Weibing Li, Philip Wai Yan Chiu, Zheng Li

Pages: 409 - 420

34) Hierarchical Passivity Criterion for Delayed Neural Networks via A General Delay-Product-Type Lyapunov–Krasovskii Functional

Author(s): Fei Long, Chuan-Ke Zhang, Yong He, Qing-Guo Wang, Zhen-Man Gao, Min Wu

Pages: 421 - 432.

35) ECBC: Efficient Convolution via Blocked Columnizing

Author(s): Tianli Zhao, Qinghao Hu, Xiangyu He, Weixiang Xu, Jiaxing Wang, Cong Leng, Jian Cheng

Pages: 433 - 445

36) A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks

Author(s): Jibin Wu, Yansong Chua, Malu Zhang, Guoqi Li, Haizhou Li, Kay Chen Tan

Pages: 446 - 460

37) Lifelong Mixture of Variational Autoencoders

Author(s): Fei Ye, Adrian G. Bors

Pages: 461 - 474

38) RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning

Author(s): Hao Tan, Ran Cheng, Shihua Huang, Cheng He, Changxiao Qiu, Fan Yang, Ping Luo

Pages: 475 - 489

39) Kernel Path for ν-Support Vector Classification

Author(s): Bin Gu, Ziran Xiong, Xiang Li, Zhou Zhai, Guansheng Zheng

Pages: 490 - 501

40) Robust Visual Tracking via Multitask Sparse Correlation Filters Learning

Author(s): Ke Nai, Zhiyong Li, Yihui Gan, Qi Wang

Pages: 502 - 515

41) Deep Multiview Collaborative Clustering

Author(s): Xu Yang, Cheng Deng, Zhiyuan Dang, Dacheng Tao

Pages: 516 - 526

42) Neural Networks as Geometric Chaotic Maps

Author(s): Ziwei Li, Sai Ravela

Pages: 527 - 533

43) An RNN-Based Algorithm for Decentralized-Partial-Consensus Constrained Optimization

Author(s): Zicong Xia, Yang Liu, Jianlong Qiu, Qihua Ruan, Jinde Cao

Pages: 534 - 542

44) Fast Algorithms for Deep Octonion Networks

Author(s): Aleksandr Cariow, Galina Cariowa

Pages: 543 - 548

IEEE Transactions on Evolutionary Computation, Volume 27, Issue 1, February 2023

 1) Guest Editorial Special Issue on Evolutionary Computer Vision

Author(s): Gustavo Olague, Mario Köppen, Oscar Cordón

Pages: 2 - 4

2) A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends

Author(s): Ying Bi, Bing Xue, Pablo Mesejo, Stefano Cagnoni, Mengjie Zhang

Pages: 5 - 25

3) PRE-NAS: Evolutionary Neural Architecture Search With Predictor

Author(s): Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang

Pages: 26 - 36

4) Accurate Multiobjective Low-Rank and Sparse Model for Hyperspectral Image Denoising Method

Author(s): Yuting Wan, Ailong Ma, Wei He, Yanfei Zhong

Pages: 37 - 51

5) Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images

Author(s): Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, Hamid R. Tizhoosh

Pages: 52 - 66

6) Learning to Accelerate Evolutionary Search for Large-Scale Multiobjective Optimization

Author(s): Songbai Liu, Jun Li, Qiuzhen Lin, Ye Tian, Kay Chen Tan

Pages: 67 - 81

7) A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms

Author(s): Dominik Sobania, Dirk Schweim, Franz Rothlauf

Pages: 82 - 97

8) Hierarchy Ranking Method for Multimodal Multiobjective Optimization With Local Pareto Fronts

Author(s): Wenhua Li, Xingyi Yao, Tao Zhang, Rui Wang, Ling Wang

Pages: 98 - 110

9) A Distributed Model Predictive Control-Based Method for Multidifferent-Target Search in Unknown Environments

Author(s): Lei Zhao, Rui Li, Jianda Han, Jianlei Zhang

Pages: 111 - 125

10) Batched Data-Driven Evolutionary Multiobjective Optimization Based on Manifold Interpolation

Author(s): Ke Li, Renzhi Chen

Pages: 126 - 140

11) Evolutionary Optimization of COVID-19 Vaccine Distribution With Evolutionary Demands

Author(s): Yu-Jun Zheng, Xin Chen, Qin Song, Jun Yang, Ling Wang

Pages: 141 - 154

12) Multiobjective Multitask Optimization-Neighborhood as a Bridge for Knowledge Transfer

Author(s): Xianpeng Wang, Zhiming Dong, Lixin Tang, Qingfu Zhang

Pages: 155 - 169

13) A Fast Multipoint Expected Improvement for Parallel Expensive Optimization

Author(s): Dawei Zhan, Yun Meng, Huanlai Xing

Pages: 170 - 184

14) Orthogonal Transfer for Multitask Optimization

Author(s): Sheng-Hao Wu, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang

Pages: 185 - 200

IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 7, Issue 1, February 2023

1) Guest Editorial Special Issue on Explainable Deep Learning for Medical Image Processing and Analysis

Author(s): Yu-Dong Zhang, Juan Manuel Górriz, Yi Pan, Oscar Cordon

Pages: 2 - 4

2) AdaD-FNN for Chest CT-Based COVID-19 Diagnosis

Author(s): Xujing Yao, Ziquan Zhu, Cheng Kang, Shui-Hua Wang, Juan Manuel Gorriz, Yu-Dong Zhang

Pages: 5 - 14

3) FSNet: Dual Interpretable Graph Convolutional Network for Alzheimer’s Disease Analysis

Author(s): Hengxin Li, Xiaoshuang Shi, Xiaofeng Zhu, Shuihua Wang, Zheng Zhang

Pages: 15 - 25

4) Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels

Author(s): Ming Li, Yingying Fang, Zeyu Tang, Chibudom Onuorah, Jun Xia, Javier Del Ser, Simon Walsh, Guang Yang

Pages: 26 - 35

5) Guest Editorial Special Issue on Computational Intelligence to Edge AI for Ubiquitous IoT Systems

Author(s): Honghao Gao, Biao Luo, Ramón J. Durán Barroso, Walayat Hussain

Pages: 36 - 38

6) A DRL-Driven Intelligent Joint Optimization Strategy for Computation Offloading and Resource Allocation in Ubiquitous Edge IoT Systems

Author(s): Meng Yi, Peng Yang, Miaojiang Chen, Nguyen The Loc

Pages: 39 - 54

7) Reinforcement Learning-Based Optimization for Mobile Edge Computing Scheduling Game

Author(s): Tingting Wang, Bingxian Lu, Wei Wang, Wei Wei, Xiaochen Yuan, Jianqing Li

Pages: 55 - 64

8) Virtual Hardware-in-the-Loop FMU Co-Simulation Based Digital Twins for Heating, Ventilation, and Air-Conditioning (HVAC) Systems

Author(s): Saber Abrazeh, Saeid-Reza Mohseni, Meisam Jahanshahi Zeitouni, Ahmad Parvaresh, Arman Fathollahi, Meysam Gheisarnejad, Mohammad-Hassan Khooban

Pages: 65 - 75

9) An Emerging Fuzzy Feature Selection Method Using Composite Entropy-Based Uncertainty Measure and Data Distribution

Author(s): Weihua Xu, Kehua Yuan, Wentao Li, Weiping Ding

Pages: 76 - 88

10) Modulating STDP With Back-Propagated Error Signals to Train SNNs for Audio Classification

Author(s): Dylan G. Peterson, Thoshara Nawarathne, Henry Leung

Pages: 89 - 101

11) Adaptive Speed Control of Electric Vehicles Based on Multi-Agent Fuzzy Q-Learning

Author(s): Meysam Gheisarnejad, Ghazal Mirzavand, Reza Rouhi Ardeshiri, Björn Andresen, Mohammad Hassan Khooban

Pages: 102 - 110

12) LS-HH: A Learning-Based Selection Hyper-Heuristic for Distributed Heterogeneous Hybrid Blocking Flow-Shop Scheduling

Author(s): Zhongshi Shao, Weishi Shao, Dechang Pi

Pages: 111 - 127

13) DPPNet: An Efficient and Robust Deep Learning Network for Land Cover Segmentation From High-Resolution Satellite Images

Author(s): Sravya N, Priyanka, Shyam Lal, J Nalini, Chintala Sudhakar Reddy, Fabio Dell’Acqua

Pages: 128 - 139

14) Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models

Author(s): Manos Kirtas, Nikolaos Passalis, George Mourgias-Alexandris, George Dabos, Nikos Pleros, Anastasios Tefas

Pages: 140 - 149

15) Curvature Regularized Similarity Based Ricci Flow Embedding

Author(s): Adarsh Prasad Behera, Puja Rani, Shekhar Verma, Manish Kumar

Pages: 150 - 163

16) Accurate and Energy-Efficient Bit-Slicing for RRAM-Based Neural Networks

Author(s): Sumit Diware, Abhairaj Singh, Anteneh Gebregiorgis, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi

Pages: 164 - 177

17) A New Perspective on Stabilizing GANs Training: Direct Adversarial Training

Author(s): Ziqiang Li, Pengfei Xia, Rentuo Tao, Hongjing Niu, Bin Li

Pages: 178 - 189

18) Generative Adversarial Neural Machine Translation for Phonetic Languages via Reinforcement Learning

Author(s): Amit Kumar, Ajay Pratap, Anil Kumar Singh

Pages: 190 - 199

19) Multimodal Sentiment Recognition With Multi-Task Learning

Author(s): Sun Zhang, Chunyong Yin, Zhichao Yin

Pages: 200 - 209

20) ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training

Author(s): Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, 

Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan

Pages: 210 - 221

21) ShVEEGc: EEG Clustering With Improved Cosine Similarity-Transformed Shapley Value

Author(s): Guanghui Li, Jiahua Shen, Chenglong Dai, Jia Wu, Stefanie I. Becker

Pages: 222 - 236

22) Multi-Performance Estimation for Deploying Bank Branches Based on a Multi-Task Attentive Tree-Enhanced Model

Author(s): Hsun-Ping Hsieh, Bao-Hong Lai, Yu-Wen Chen, Yu-En Chang

Pages: 237 - 249

23) Exploring Abnormal Behavior in Swarm: Identify User Using Adversarial Examples

Author(s): Zichi Wang, Sheng Li, Xinpeng Zhang, Guorui Feng

Pages: 250 - 260

24) Pedestrian Re-Identification Algorithm Based on Multivariate Manifold Metric-Anti-Noise Manifold Space Learning

Author(s): Fengping An, Jianrong Wang

Pages: 261 - 270

25) Brain-Inspired Spiking Neural Network Using Superconducting Devices

Author(s): Huilin Zhang, Chen Gang, Chen Xu, Guoliang Gong, Huaxiang Lu

Pages: 271 - 277

26) A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization

Author(s): Huaqing Li, Enbing Su, Chengbo Wang, Jiawei Liu, Zuqing Zheng, Zheng Wang, Dawen Xia

Pages: 278 - 284

27) Computing Probabilistic Bounds on State Trajectories for Uncertain Systems

Author(s): Xun Shen, Tinghui Ouyang, Yahui Zhang, Xingguo Zhang

Pages: 285 - 290

Live Webinar: 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐢𝐧𝐠 𝐈𝐦𝐦𝐞𝐫𝐬𝐢𝐯𝐞 𝐀𝐫𝐭𝐢𝐜𝐥𝐞𝐬 𝐚𝐧𝐝 𝐇𝐨𝐰 𝐭𝐨 𝐖𝐫𝐢𝐭𝐞 𝐓𝐡𝐞𝐦

 𝐔𝐩𝐜𝐨𝐦𝐢𝐧𝐠 𝐈𝐄𝐄𝐄 𝐂𝐈𝐒 𝐖𝐞𝐛𝐢𝐧𝐚𝐫:

𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐢𝐧𝐠 𝐈𝐦𝐦𝐞𝐫𝐬𝐢𝐯𝐞 𝐀𝐫𝐭𝐢𝐜𝐥𝐞𝐬 𝐚𝐧𝐝 𝐇𝐨𝐰 𝐭𝐨 𝐖𝐫𝐢𝐭𝐞 𝐓𝐡𝐞𝐦

Thu, Feb 9, 2023 9:00 AM - 10:00 AM EST

Register: https://bit.ly/3wCg9kT

In this webinar, we will introduce a new type of article to be integrated with IEEE Xplore, the immersive article. Based on a web framework, it will allow readers to directly engage with the content. JavaScript and WebGL components will enable you, to make your paper truly interactive. Ever thought about showing a simulation in your paper, letting readers test out various parameters themselves, or getting a hands-on view of the data? Immersive articles will make it possible!

The webinar introduces the immersive article template, shows how to set up your environment for writing and testing, and goes over some of the most popular tools for interactive web visualizations. While this technology enables us to create new types of content, it also requires us to adapt the way we write and share ideas to realize its full potential. Therefore, this webinar will provide an overview of best practices for writing interactive web components, as they are already common practice in digital journalism, human-computer interaction, information visualization, and many other fields. We hope this webinar will prepare you to produce your own immersive articles in no time.

Speaker Bio:

Alexander Dockhorn is Junior professor for Computer Science at the Institute for Information Processing of the Leibniz University Hannover. His research is focused on the topics of machine learning, decision-making, AI in games, and game development.

He is an active member of the Institute of Electrical and Electronics Engineers (IEEE) and serves as the chair of the IEEE CIS Games Technical Committee and the Summer Schools Subcommittee.

Previously, he has been the Chair of the IEEE CIS Competitions Subcommittee and organized the Hearthstone AI competition as well as several other competitions. Motivated by the idea to explain AI to a broader audience he has been proposing and driving forward the integration of interactive articles at the IEEE Computational Intelligence Society.

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