IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 8, Issue 1, February 2024

1) Deep Contrastive Representation Learning With Self-Distillation

Author(s): Zhiwen Xiao, Huanlai Xing, Bowen Zhao, Rong Qu, Shouxi Luo, Penglin Dai, Ke Li, Zonghai Zhu

Pages: 3 - 15

2) Joint Multi-View Unsupervised Feature Selection and Graph Learning

Author(s): Si-Guo Fang, Dong Huang, Chang-Dong Wang, Yong Tang

Pages: 16 - 31

3) Improved Differentiable Architecture Search With Multi-Stage Progressive Partial Channel Connections

Author(s): Yu Xue, Changchang Lu, Ferrante Neri, Jiafeng Qin

Pages: 32 - 43

4) Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks

Author(s): Aristotelis Ballas, Christos Diou

Pages: 44 - 54

5) TransAttUnet: Multi-Level Attention-Guided U-Net With Transformer for Medical Image Segmentation

Author(s): Bingzhi Chen, Yishu Liu, Zheng Zhang, Guangming Lu, Adams Wai Kin Kong

Pages: 55 - 68

6) A Cross-Level Interaction Network Based on Scale-Aware Augmentation for Camouflaged Object Detection

Author(s): Ming Ma, Bangyong Sun

Pages: 69 - 81

7) A Swarm Intelligence Assisted IoT-Based Activity Recognition System for Basketball Rookies

Author(s): Yu Zhou, Ruiqi Wang, Yufan Wang, Shilong Sun, Jiafeng Chen, Xiao Zhang

Pages: 82 - 94

8) An Hybrid Local Search for the Direct Aperture Optimisation Problem

Author(s): Mauricio Moyano, Guillermo Cabrera-Guerrero, Gonzalo Tello-Valenzuela, Carolina Lagos

Pages: 95 - 109

9) Evolutionary Multitasking With Solution Space Cutting for Point Cloud Registration

Author(s): Yue Wu, Peiran Gong, Maoguo Gong, Hangqi Ding, Zedong Tang, Yibo Liu, Wenping Ma, Qiguang Miao

Pages: 110 - 125

10) Generalizable Segmentation of COVID-19 Infection From Multi-Site Tomography Scans: A Federated Learning Framework

Author(s): Weiping Ding, Mohamed Abdel-Basset, Hossam Hawash, Mahardhika Pratama, Witold Pedrycz

Pages: 126 - 139

11) Memristor-Based CNNs for Detecting Stress Using Brain Imaging Signals

Author(s): SuJin Bak, Jinwoo Park, Jaehoon Lee, Jichai Jeong

Pages: 140 - 149

12) Model Sparsification for Communication-Efficient Multi-Party Learning via Contrastive Distillation in Image Classification

Author(s): Kai-Yuan Feng, Maoguo Gong, Ke Pan, Hongyu Zhao, Yue Wu, Kai Sheng

Pages: 150 - 163

13) 3D Skeleton-Based Human Motion Prediction Using Dynamic Multi-Scale Spatiotemporal Graph Recurrent Neural Networks

Author(s): Mayank Lovanshi, Vivek Tiwari, Swati Jain

Pages: 164 - 174

14) A Hypersphere Information Granule-Based Fuzzy Classifier Embedded With Fuzzy Cognitive Maps for Classification of Imbalanced Data

Author(s): Rui Yin, Wei Lu, Jianhua Yang

Pages: 175 - 190

15) A Secure Federated Data-Driven Evolutionary Multi-Objective Optimization Algorithm

Author(s): Qiqi Liu, Yuping Yan, Péter Ligeti, Yaochu Jin

Pages: 191 - 205

16) Super Neurons

Author(s): Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Mert Duman, Ilke Adalioglu, Esin Guldogan, Turker Ince, Moncef Gabbouj

Pages: 206 - 228

17) Adaptive Trust Model for Multi-Agent Teaming Based on Reinforcement-Learning-Based Fusion

Author(s): Chin-Teng Lin, Haichao Zhang, Liang Ou, Yu-Cheng Chang, Yu-Kai Wang

Pages: 229 - 239

18) Mutually Adaptable Learning

Author(s): Qi Tan, Yang Liu, Jiming Liu

Pages: 240 - 254

19) Adaptive Indoor People-Counting System Based on Edge AI Computing

Author(s): Mao-Hsu Yen, Bor-Shyh Lin, Yu-Lun Kuo, I-Jung Lee, Bor-Shing Lin

Pages: 255 - 263

20) Self-Learning Modeling in Possibilistic Model Checking

Author(s): Wuniu Liu, Qing He, Zhihui Li, Yongming Li

Pages: 264 - 278

21) Multiplierless Implementation of Fitz-Hugh Nagumo (FHN) Modeling Using CORDIC Approach

Author(s): Saeed Haghiri, Salah I. Yahya, Abbas Rezaei, Arash Ahmadi

Pages: 279 - 287

22) MG-GCN: Multi-Granularity Graph Convolutional Neural Network for Multi-Label Classification in Multi-Label Information System

Author(s): Bin Yu, Hengjie Xie, Mingjie Cai, Weiping Ding

Pages: 288 - 299

23) Tensor-Based Traffic Recovery of Industrial Network by BCD-Inspired Neural Approximation to Latent Nonlinearity and Sparsity

Author(s): Gang Yue, Zhuo Sun, Jinpo Fan

Pages: 300 - 312

24) Fundus Image Enhancement via Semi-Supervised GAN and Anatomical Structure Preservation

Author(s): Hao-Tian Wu, Xin Cao, Ying Gao, Kaihan Zheng, Jiwu Huang, Jiankun Hu, Zhihong Tian

Pages: 313 - 326

25) Subdomain Adversarial Network for Motor Imagery EEG Classification Using Graph Data

Author(s): Xingchen Li, Xianlun Tang, Sichao Qiu, Xin Deng, Huiming Wang, Yin Tian

Pages: 327 - 336

26) Objective Extraction for Simplifying Many-Objective Solution Sets

Author(s): Genghui Li, Zhenkun Wang, Jianyong Sun, Qingfu Zhang

Pages: 337 - 349

27) Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor Networks for Multilingual Text Classification

Author(s): Xueming Yan, Han Huang, Yaochu Jin, Liang Chen, Zhanning Liang, Zhifeng Hao

Pages: 350 - 363

28) A Time-Varying Fuzzy Parameter Zeroing Neural Network for the Synchronization of Chaotic Systems

Author(s): Jie Jin, Weijie Chen, Aijia Ouyang, Fei Yu, Haiyan Liu

Pages: 364 - 376

29) A Surrogate-Assisted Evolutionary Algorithm for Seeking Multiple Solutions of Expensive Multimodal Optimization Problems

Author(s): Jing-Yu Ji, Zusheng Tan, Sanyou Zeng, Eric W. K. See-To, Man-Leung Wong

Pages: 377 - 388

30) Data Generation Feedback Relearning Control for Unmodeled Nonlinear Systems

Author(s): Yong Zhang, Chaoxu Mu, Dongbin Zhao

Pages: 389 - 400

31) Multi-Label Feature Selection via Positive or Negative Correlation

Author(s): Yaojin Lin, Zhuoxin He, Lei Guo, Weiping Ding

Pages: 401 - 415

32) Data-Driven Fault-Tolerant Reinforcement Learning Containment Control for Nonlinear Multiagent Systems

Author(s): Xin Wang, Chen Zhao, Tingwen Huang

Pages: 416 - 426

33) RARSMSDou: Master the Game of DouDiZhu With Deep Reinforcement Learning Algorithms

Author(s): Qian Luo, Tien-Ping Tan

Pages: 427 - 439

34) Guiding Solution Based Local Search for Obstacle-Avoiding Rectilinear Steiner Minimal Tree Problem

Author(s): Tiancheng Zhang, Zhipeng Lü, Junwen Ding

Pages: 440 - 453

35) A Robust Multilabel Method Integrating Rule-Based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance

Author(s): Qiongdan Lou, Zhaohong Deng, Qingbing Sang, Zhiyong Xiao, Kup-Sze Choi, Shitong Wang

Pages: 454 - 473

36) Multi-Level Medical Image Segmentation Network Based on Multi-Scale and Context Information Fusion Strategy

Author(s): Dayu Tan, Zhiyuan Yao, Xin Peng, Haiping Ma, Yike Dai, Yansen Su, Weimin Zhong

Pages: 474 - 487

37) Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer Learning

Author(s): Huiting Li, Yaochu Jin, Tianyou Chai

Pages: 488 - 502

38) Budgeted Sequence Submodular Maximization With Uniform and Non-Uniform Costs

Author(s): Xuefeng Chen, Liang Feng, Xin Cao, Yifeng Zeng, Yaqing Hou, Zhi Zhang

Pages: 503 - 518

39) Fractional-Order Echo State Network Backstepping Control of Fractional-Order Nonlinear Systems

Author(s): Heng Liu, Jiangteng Shi, Jinde Cao, Yongping Pan

Pages: 519 - 532

40) Hierarchical Coordination Multi-Agent Reinforcement Learning With Spatio-Temporal Abstraction

Author(s): Tinghuai Ma, Kexing Peng, Huan Rong, Yurong Qian, Najla Al-Nabhan

Pages: 533 - 547

41) Event-Based Deep Reinforcement Learning for Quantum Control

Author(s): Haixu Yu, Xudong Zhao

Pages: 548 - 562

42) Bifurcations Due to Different Neutral Delays in a Fractional-Order Neutral-Type Neural Network

Author(s): Chengdai Huang, Heng Liu, Tingwen Huang, Jinde Cao

Pages: 563 - 575

43) Growing Neural Gas Network for Offspring Generation in Evolutionary Constrained Multi-Objective Optimization

Author(s): Chao Wang, Huitao Huang, Xingyi Zhang

Pages: 576 - 590

44) Coarse-to-Fine Low-Light Image Enhancement With Light Restoration and Color Refinement

Author(s): Xu Wu, Zhihui Lai, Shiqi Yu, Jie Zhou, Zhuoqian Liang, Linlin Shen

Pages: 591 - 603

45) Sparse Mutual Granularity-Based Feature Selection and its Application of Schizophrenia Patients

Author(s): Hengrong Ju, Tao Yin, Jiashuang Huang, Weiping Ding, Xibei Yang

Pages: 604 - 614

46) Unified Representation Learning for Multi-View Clustering by Between/Within View Deep Majorization

Author(s): Yue Zhang, Sirui Yang, Weitian Huang, Chang-Dong Wang, Hongmin Cai

Pages: 615 - 626

47) Mutual Information Guided Financial Report Generation With Domain Adaption

Author(s): Ziao Wang, Xiaofeng Zhang, Hongwei Du

Pages: 627 - 640

48) Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption

Author(s): Kun Huang, Na Su, Yuhui Tao, Mingchao Li, Xiao Ma, Zexuan Ji, Songtao Yuan, Qiang Chen

Pages: 641 - 653

49) A Quaternion-Valued Neural Network Approach to Nonsmooth Nonconvex Constrained Optimization in Quaternion Domain

Author(s): Jingxin Liu, Xiaofeng Liao, Jin-Song Dong

Pages: 654 - 669

50) Robust Image Hashing in Encrypted Domain

Author(s): Xinran Li, Mengqi Guo, Zichi Wang, Jian Li, Chuan Qin

Pages: 670 - 683

51) MMPL: Multi-Objective Multi-Party Learning via Diverse Steps

Author(s): Yuanqiao Zhang, Maoguo Gong, Yuan Gao, Hao Li, Lei Wang, Yixin Wang

Pages: 684 - 696

52) Towards Efficient Cross-Modal Anomaly Detection Using Triple-Adaptive Network and Bi-Quintuple Contrastive Learning

Author(s): Shu-Juan Peng, Ye Fan, Yiu-ming Cheung, Xin Liu, Zhen Cui, Taihao Li

Pages: 697 - 709

53) Unsupervised Logo Detection Using Adversarial Learning From Synthetic to Real Images

Author(s): Rahul Kumar Jain, Takahiro Sato, Ahmed M. El-Sayed, Taro Watasue, Tomohiro Nakagawa, Yutaro Iwamoto, Xiang Ruan, Yen-Wei Chen

Pages: 710 - 723

54) Deep Image Feature Learning With Fuzzy Rules

Author(s): Xiang Ma, Liangzhe Chen, Zhaohong Deng, Peng Xu, Qisheng Yan, Kup-Sze Choi, Shitong Wang

Pages: 724 - 737

55) Self-Supervised Pretraining Based on Noise-Free Motion Reconstruction and Semantic-Aware Contrastive Learning for Human Motion Prediction

Author(s): Qin Li, Yong Wang

Pages: 738 - 751

56) Emerging Scientific Topic Discovery by Analyzing Reliable Patterns of Infrequent Synonymous Biterms

Author(s): Junfeng Wu, Guangyan Huang, Hui Zheng, Guang-Li Huang, Borui Cai, Chi-Hung Chi, Jing He

Pages: 752 - 761

57) Evolutionary Multitasking via Reinforcement Learning

Author(s): Shuijia Li, Wenyin Gong, Ling Wang, Qiong Gu

Pages: 762 - 775

58) Multi-Stage Salient Object Detection in 360° Omnidirectional Image Using Complementary Object-Level Semantic Information

Author(s): Gang Chen, Feng Shao, Xiongli Chai, Qiuping Jiang, Yo-Sung Ho

Pages: 776 - 789

59) Joint Sparse Locality Preserving Regression for Discriminative Learning

Author(s): Weilin Huang, Zhihui Lai, Heng Kong, Junhong Zhang

Pages: 790 - 801

60) PointNu-Net: Keypoint-Assisted Convolutional Neural Network for Simultaneous Multi-Tissue Histology Nuclei Segmentation and Classification

Author(s): Kai Yao, Kaizhu Huang, Jie Sun, Amir Hussain

Pages: 802 - 813

61) An Ensemble Semi-Supervised Adaptive Resonance Theory Model With Explanation Capability for Pattern Classification

Author(s): Farhad Pourpanah, Chee Peng Lim, Ali Etemad, Q. M. Jonathan Wu

Pages: 814 - 827

62) Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification

Author(s): Qi Lai, Jianhang Zhou, Yanfen Gan, Chi-Man Vong, C.L. Philip Chen

Pages: 828 - 839

63) Research on Motion Capture and Phase Segmentation Based on Wireless Body Sensor Networks in Competitive Equestrian

Author(s): Jie Li, Zhelong Wang, Xu Zhou, Xiaofeng Liu

Pages: 840 - 854

64) CFGN: A Lightweight Context Feature Guided Network for Image Super-Resolution

Author(s): Tao Dai, Mengxi Ya, Jinmin Li, Xinyi Zhang, Shu-Tao Xia, Zexuan Zhu

Pages: 855 - 865

65) HybridAD: A Hybrid Model-Driven Anomaly Detection Approach for Multivariate Time Series

Author(s): Weiwei Lin, Songbo Wang, Wentai Wu, Dongdong Li, Albert Y. Zomaya

Pages: 866 - 878

66) Analysis of Oplegnathus Punctatus Body Parameters Using Underwater Stereo Vision

Author(s): Yi-Zeng Hsieh, Po-Yen Lee

Pages: 879 - 891

67) Multi-View Projection Based Joint Geometry and Color Hole Repairing Method for G-PCC Trisoup Encoded Color Point Cloud

Author(s): Wenxu Tao, Gangyi Jiang, Mei Yu, Yun Zhang, Zhidi Jiang, Yo-Sung Ho

Pages: 892 - 902

68) Evolving Fuzzy Prediction Intervals in Nonstationary Environments

Author(s): Oscar Cartagena, Francesco Trovò, Manuel Roveri, Doris Sáez

Pages: 903 - 916

69) Attention Based Cross-Domain Synthesis and Segmentation From Unpaired Medical Images

Author(s): Xiaoming Liu, Jingling Pan, Xiao Li, Xiangkai Wei, Zhipeng Liu, Zhifang Pan, Jinshan Tang

Pages: 917 - 929

70) Hierarchical Semantic Knowledge-Based Object Search Method for Household Robots

Author(s): Mengyang Zhang, Guohui Tian, Yongcheng Cui, Ying Zhang, Zhenhua Xia

Pages: 930 - 941

71) Towards Scalable Dynamic Traffic Assignment With Streaming Agents: A Decentralized Control Approach Using Genetic Programming

Author(s): Xiao-Cheng Liao, Wei-Neng Chen, Ya-Hui Jia, Wen-Jin Qiu

Pages: 942 - 955

72) Multi-Party Privacy-Preserving Faster R-CNN Framework for Object Detection

Author(s): Ruonan Wang, Min Luo, Qi Feng, Cong Peng, Debiao He

Pages: 956 - 967

73) Self-Adaptive Deep Asymmetric Network for Imbalanced Recommendation

Author(s): Yi Zhu, Yishuai Geng, Yun Li, Jipeng Qiang, Yunhao Yuan, Xindong Wu

Pages: 968 - 980

74) Learning the Color Space for Effective Fabric Defect Detection

Author(s): Chenkai Zhang, Yu Qi, Yueming Wang

Pages: 981 - 991

75) Optimal Fuzzy Intensification System for Contrast Distorted Medical Images

Author(s): Bharath Subramani, Magudeeswaran Veluchamy, Ashish Kumar Bhandari

Pages: 992 - 1002

76) Heterogeneous Graph Contrastive Learning With Metapath-Based Augmentations

Author(s): Xiaoru Chen, Yingxu Wang, Jinyuan Fang, Zaiqiao Meng, Shangsong Liang

Pages: 1003 - 1014

77) Domain Adaptation for In-Air to Underwater Image Enhancement via Deep Learning

Author(s): Xuewen Bing, Wenqi Ren, Yang Tang, Gary G. Yen, Qiyu Sun

Pages: 1015 - 1029

78) DeRL: Coupling Decomposition in Action Space for Reinforcement Learning Task

Author(s): Ziming He, Jingchen Li, Fan Wu, Haobin Shi, Kao-Shing Hwang

Pages: 1030 - 1043

79) Universal Quintuple Implicational Algorithm: A Unified Granular Computing Framework

Author(s): Yiming Tang, Jingjing Chen, Witold Pedrycz, Fuji Ren, Li Zhang

Pages: 1044 - 1056

80) Attention-Based Methods for Emotion Categorization From Partially Covered Faces

Author(s): Harisu Abdullahi Shehu, Will N. Browne, Hedwig Eisenbarth

Pages: 1057 - 1070