Complex & Intelligent Systems, Volume 11, Issue 1, January 2025

1) IMTLM-Net: improved multi-task transformer based on localization mechanism network for handwritten English text recognition

Author(s): Qianfeng Zhang, Feng Liu, Wanru Song

2) Causal discovery and fault diagnosis based on mixed data types for system reliability modeling

Author(s): Xiaokang Wang, Siqi Jiang, Mozhu Wang

3) A quadratic support vector regression approach for load forecasting

Author(s): Yanhe Jia, Shuaiguang Zhou, Zheming Gao

4) Unleashing the power of pinyin: promoting Chinese named entity recognition with multiple embedding and attention

Author(s): Jigui Zhao, Yurong Qian, Aizimaiti Xiaokaiti

5) CSTrans: cross-subdomain transformer for unsupervised domain adaptation

Author(s): Junchi Liu, Xiang Zhang, Zhigang Luo

6) An interaction relational inference method for a coal-mining equipment system

Author(s): Xiangang Cao, Jiajun Gao, Boyang Cheng

7) A novel graph convolution and frequency domain filtering approach for hyperspectral anomaly detection

Author(s): Yang Ding, Hao Yan, A. Ruhan

8) A novel transmission-augmented deep unfolding network with consideration of residual recovery

Author(s): Zhijie Zhang, Huang Bai, Xiumei Li

9) Graph attention, learning 2-opt algorithm for the traveling salesman problem

Author(s): Jia Luo, Herui Heng, Geng Wu

10) APDL: an adaptive step size method for white-box adversarial attacks

Author(s): Jiale Hu, Xiang Li, Yuedong Wang

11) PLZero: placeholder based approach to generalized zero-shot learning for multi-label recognition in chest radiographs

Author(s): Chengrong Yang, Qiwen Jin, Yujue Zhou

12) MSM-TDE: multi-scale semantics mining and tiny details enhancement network for retinal vessel segmentation

Author(s): Hongbin Zhang, Jin Zhang, Donghong Ji

13) MM-HiFuse: multi-modal multi-task hierarchical feature fusion for esophagus cancer staging and differentiation classification

Author(s): Xiangzuo Huo, Shengwei Tian, Jinmiao Song

14) Implicit link prediction based on extended social graph

Author(s): Ling Xing, Jinxin Liu, Xiaohui Zhang

15) DCTnet: a double-channel transformer network for peach disease detection using UAVs

Author(s): Jie Zhang, Dailin Li, Yibin Chen

16) Semantic-enhanced panoptic scene graph generation through hybrid and axial attentions

Author(s): Xinhe Kuang, Yuxin Che, Yimin Liu

17) OMSF2: optimizing multi-scale feature fusion learning for pneumoconiosis staging diagnosis through data specificity augmentation

Author(s): Xueting Ren, Surong Chu, Yan Wang

18) Backward chained behavior trees with deliberation for multi-goal tasks

Author(s): Haotian Zhou, Yunhan Lin, Huasong Min

19) FSPPCFs: a privacy-preserving collaborative filtering recommendation scheme based on fuzzy C-means and Shapley value

Author(s): Weiwei Wang, Wenping Ma, Kun Yan

20) Quantum theory-inspired inter-sentence semantic interaction model for textual adversarial defense

Author(s): Jiacheng Huang, Long Chen, Ning Yu

21) Mining label-free consistency regularization for noisy facial expression recognition

Author(s): Yumei Tan, Haiying Xia, Shuxiang Song

22) CDR-Detector: a chronic disease risk prediction model combining pre-training with deep reinforcement learning

Author(s): Shaofu Lin, Shiwei Zhou, Jianhui Chen

23) A disturbance suppression second-order penalty-like neurodynamic approach to distributed optimal allocation

Author(s): Wenwen Jia, Wenbin Zhao, Sitian Qin

24) Calibration between a panoramic LiDAR and a limited field-of-view depth camera

Author(s): Weijie Tang, Bin Wang, Yan Ma

25) Dual medical image watermarking using SRU-enhanced network and EICC chaotic map

Author(s): Fei Yan, Zeqian Wang, Kaoru Hirota

26) Transfer learning for linear regression with differential privacy

Author(s): Yiming Hou, Yunquan Song, Zhijian Wang

27) Rain removal method for single image of dual-branch joint network based on sparse transformer

Author(s): Fangfang Qin, Zongpu Jia, Shan Zhao

28) DualCFGL: dual-channel fusion global and local features for sequential recommendation

Author(s): Shuxu Chen, Yuanyuan Liu, Zhaoqian Zhong

29) Sample-prototype optimal transport-based universal domain adaptation for remote sensing image classification

Author(s): Xiaosong Chen, Yongbo Yang, Shengsheng Wang

30) Rethinking spatial-temporal contrastive learning for Urban traffic flow forecasting: multi-level augmentation framework

Author(s): Lin Pan, Qianqian Ren, Xingfeng Lv

31) Metaphor recognition based on cross-modal multi-level information fusion

Author(s): Qimeng Yang, Yuanbo Yan, Shisong Guo

32) Advancing skeleton-based human behavior recognition: multi-stream fusion spatiotemporal graph convolutional networks

Author(s): Fenglin Liu, Chenyu Wang, Wei Zeng

33) ImagTIDS: an internet of things intrusion detection framework utilizing GADF imaging encoding and improved Transformer

Author(s): Peng Wang, Yafei Song, Qian Xiang

34) Multi-criteria group decision-making with extended ELECTRE III method and regret theory based on probabilistic interval-valued intuitionistic hesitant fuzzy information

Author(s): Chuanyang Ruan, Shicheng Gong, Xiangjing Chen

35) Higher-order topology for collective motions

Author(s): Zijie Sun, Tianjiang Hu

36) Progressive alignment and interwoven composition network for image stitching

Author(s): Xiaoting Fan, Long Sun, Tariq S. Durrani

37) Safety-involved co-optimization of speed trajectory and energy management for fuel cell-battery electric vehicle in car-following scenarios

Author(s): Longlong Zhu, Fazhan Tao, Guoqu Deng

38) A dynamic dropout self-distillation method for object segmentation

Author(s): Lei Chen, Tieyong Cao, Jibin Yang

39) A novel approach to Fuzzy mixed graph structure with application towards trade relations between countries

Author(s): Xiaolong Shi, Yongjun Dai, Seyed Hossein Sadati

40) A robust adaptive meta-sample generation method for few-shot time series prediction

Author(s): Chao Zhang, Defu Jiang, Libo Tao

41) Dynamic decomposition and hyper-distance based many-objective evolutionary algorithm

Author(s): Xujian Wang, Fenggan Zhang, Minli Yao

42) Adaptive micro partition and hierarchical merging for accurate mixed data clustering

Author(s): Yunfan Zhang, Rong Zou, Kangshun Li

43) CitySEIRCast: an agent-based city digital twin for pandemic analysis and simulation

Author(s): Shakir Bilal, Wajdi Zaatour, Edwin Michael

44) LDWLE: self-supervised driven low-light object detection framework

Author(s): Xiaoyang shen, Haibin Li, Wenming Zhang

45) Division-selection transfer learning for prediction based dynamic multi-objective optimization

Author(s): Hongye Li, Fan Liang, Kunru Guo

46) MVSGS: Gaussian splatting radiation field enhancement using multi-view stereo

Author(s): Teng Fei, Ligong Bi, Guowei Zhang

47) ADSTrack: adaptive dynamic sampling for visual tracking

Author(s): Zhenhai Wang, Lutao Yuan, Hongyu Tian

48) Rugularizing generalizable neural radiance field with limited-view images

Author(s): Wei Sun, Ruijia Cui, Yanning Zhang

49) cLegal-QA: a Chinese legal question answering with natural language generation methods

Author(s): Yizhen Wang, Xueying Shen, Shiyan Ou

50) Transforming traffic accident investigations: a virtual-real-fusion framework for intelligent 3D traffic accident reconstruction

Author(s): Yanzhan Chen, Qian Zhang, Fan Yu

51) MCPA: multi-scale cross perceptron attention network for 2D medical image segmentation

Author(s): Liang Xu, Mingxiao Chen, Ronald X. Xu

52) Edge-centric optimization: a novel strategy for minimizing information loss in graph-to-text generation

Author(s): Zheng Yao, Jingyuan Li, Yuanzhuo Wang

53) A UAV perspective based lightweight target detection and tracking algorithm for intelligent transportation

Author(s): Quan Wang, Guangfei Ye, Fengqing Wang

54) T-LLaMA: a Tibetan large language model based on LLaMA2

Author(s): Hui Lv, Chi Pu, Jun Shen

55) The algorithm for foggy weather target detection based on YOLOv5 in complex scenes

Author(s): Zhaohui Liu, Wenshuai Hou, Jiaxiu Chang

56) Retraction Note: Intelligent power management based on multi-objective cost function for plug-in biogas hybrid vehicles under uncertain driving conditions

Author(s): Sameh Abd-Elhaleem, Walaa Shoeib, Abdel Azim Sobaih

57) PURE: a Prompt-based framework with dynamic Update mechanism for educational Relation Extraction

Author(s): Xiaohui Cui, Yu Yang, Siyuan Ke

58) DVGEDR: a drug repositioning method based on dual-view fusion and graph enhancement mechanism in heterogeneous networks

Author(s): Dongjiang Niu, Lianwei Zhang, Zhen Li

59) Automated generation of dispatching rules for the green unrelated machines scheduling problem

Author(s): Nikolina Frid, Marko Ɖurasević, Francisco Javier Gil-Gala

60) Image depth estimation assisted by multi-view projection

Author(s): Liman Liu, Jinshan Tian, Wenbing Tao

61) Tactical intent-driven autonomous air combat behavior generation method

Author(s): Xingyu Wang, Zhen Yang, Deyun Zhou

62) A survey of MRI-based brain tissue segmentation using deep learning

Author(s): Liang Wu, Shirui Wang, Li Song

63) A novel knowledge distillation framework for enhancing small object detection in blurry environments with unmanned aerial vehicle-assisted images

Author(s): Sayed Jobaer, Xue-song Tang, Foysal Ahmed

64) Emotional recognition of EEG signals utilizing residual structure fusion in bi-directional LSTM

Author(s): Yue Xu, Yunyuan Gao, Shunlan Du

65) Non-target feature filtering for weakly supervised semantic segmentation

Author(s): Xuesheng Zhou, Yan Li, Wenming Cao

66) Face super-resolution via iterative collaboration between multi-attention mechanism and landmark estimation

Author(s): Chang-Teng Shi, Meng-Jun Li, Zhi Yong An

67) EC-PFN: a multiscale woven fusion network for industrial product surface defect detection

Author(s): Shuangning Liu, Junfeng Li

68) Predicting conversion of Alzheimer’s disease based on multi-modal fusion of neuroimaging and genetic data

Author(s): Yang Xi, Qian Wang, Zhu Lan

69) Correlation-guided decoding strategy for low-resource Uyghur scene text recognition

Author(s): Miaomiao Xu, Jiang Zhang, Yanbing Li

70) Spectral-energy efficiency tradeoff of massive MIMO by a constrained large-scale multi-objective algorithm through decision transfer

Author(s): Qingzhu Wang, Tianyang Li

71) UNet-Att: a self-supervised denoising and recovery model for two-photon microscopic image

Author(s): Yuer Lu, Yongfa Ying, Jinjin Zhong

72) Quality assessment of cyber threat intelligence knowledge graph based on adaptive joining of embedding model

Author(s): Bin Chen, Hongyi Li, Chengwei Pan

73) DR-Z2AN: dual-recurrent neural network with a tri-channel attention mechanism for financial management prediction

Author(s): Salem Knifo, Ahmad Alzubi

74) FL-Joint: joint aligning features and labels in federated learning for data heterogeneity

Author(s): Wenxin Chen, Jinrui Zhang, Deyu Zhang

75) Large-scale multiobjective competitive swarm optimizer algorithm based on regional multidirectional search

Author(s): Xuenan Zhang, Debao Chen, Lin Cui

76) Towards fairness-aware multi-objective optimization

Author(s): Guo Yu, Lianbo Ma, Yaochu Jin

77) A decentralized feedback-based consensus model considering the consistency maintenance and readability of probabilistic linguistic preference relations for large-scale group decision-making

Author(s): Xian-Yong Zhang, Yi-Yang Zhou, Jian-Lan Zhou

78) Low-frequency spectral graph convolution networks with one-hop connections information for personalized tag recommendation

Author(s): Zhengshun Fei, Haotian Zhou, Xinjian Xiang

79) Pri-DDQN: learning adaptive traffic signal control strategy through a hybrid agent

Author(s): Yanliu Zheng, Juan Luo, Keqin Li

80) A dynamic preference recommendation model based on spatiotemporal knowledge graphs

Author(s): Xinyu Fan, Yinqin Ji, Bei Hui

81) Enhancing classification efficiency in capsule networks through windowed routing: tackling gradient vanishing, dynamic routing, and computational complexity challenges

Author(s): Gangqi Chen, Zhaoyong Mao, Dongdong Hou

82) Multimodal heterogeneous graph fusion for automated obstructive sleep apnea-hypopnea syndrome diagnosis

Author(s): Haoyu Wang, Xihe Qiu, Jingjing Huang

83) Theoretical understanding of gradients of spike functions as boolean functions

Author(s): DongHyung Yoo, Doo Seok Jeong

84) Enhancing zero-shot relation extraction with a dual contrastive learning framework and a cross-attention module

Author(s): Diyou Li, Lijuan Zhang, Jian Wan

85) Deep weighted survival neural networks to survival risk prediction

Author(s): Hui Yu, Qingyong Wang, Zihao Zhao

86) Influence maximization under imbalanced heterogeneous networks via lightweight reinforcement learning with prior knowledge

Author(s): Kehong You, Sanyang Liu, Yiguang Bai

87) Enhancing misogyny detection in bilingual texts using explainable AI and multilingual fine-tuned transformers

Author(s): Ehtesham Hashmi, Sule Yildirim Yayilgan, Mohib Ullah

88) ATBHC-YOLO: aggregate transformer and bidirectional hybrid convolution for small object detection

Author(s): Dandan Liao, Jianxun Zhang, Xie Jin

89) Segment anything model for few-shot medical image segmentation with domain tuning

Author(s): Weili Shi, Penglong Zhang, Zhengang Jiang

90) Mix-layers semantic extraction and multi-scale aggregation transformer for semantic segmentation

Author(s): Tianping Li, Xiaolong Yang, Zhou Maoxia

91) Two-stage deep reinforcement learning method for agile optical satellite scheduling problem

Author(s): Zheng Liu, Wei Xiong, Chi Han

92) Relieving popularity bias in recommendation via debiasing representation enhancement

Author(s): Junsan Zhang, Sini Wu, Jie Zhu

93) DADNet: text detection of arbitrary shapes from drone perspective based on boundary adaptation

Author(s): Jun Liu, Jianxun Zhang, Shengyuan Wu

94) Bridging the gap: multi-granularity representation learning for text-based vehicle retrieval

Author(s): Xue Bo, Junjie Liu, Wentao Ma

95) GAN-based pseudo random number generation optimized through genetic algorithms

Author(s): Xuguang Wu, Yiliang Han, Su Cui

96) Early stroke behavior detection based on improved video masked autoencoders for potential patients

Author(s): Meng Wang, Guanci Yang, Ling He

97) A multi-task genetic programming approach for online multi-objective container placement in heterogeneous cluster

Author(s): Ruochen Liu, Haoyuan Lv, Rongfang Wang

98) IEDSFAN: information enhancement and dynamic-static fusion attention network for traffic flow forecasting

Author(s): Lianfei Yu, Ziling Wang, Chongguang Ren

99) LCANet: a model for analysis of students real-time sentiment by integrating attention mechanism and joint loss function

Author(s): Pengyun Hu, Xianpiao Tang, Daoxun Xia

100) Adversarial imitation learning with deep attention network for swarm systems

Author(s): Yapei Wu, Tao Wang, Xingguang Peng

101) Automatical sampling with heterogeneous corpora for grammatical error correction

Author(s): Shichang Zhu, Jianjian Liu, Zhengtao Yu

102) Unveiling user identity across social media: a novel unsupervised gradient semantic model for accurate and efficient user alignment

Author(s): Yongqiang Peng, Xiaoliang Chen, Peng Lu

103) Towards accurate anomaly detection for cloud system via graph-enhanced contrastive learning

Author(s): Zhen Zhang, Zhe Zhu, Shaohua Xu

104) A nonrevisiting genetic algorithm based on multi-region guided search strategy

Author(s): Qijun Wang, Chunxin Sang, Chao Wang

105) Toward medical test recommendation from optimal attribute selection perspectives: a backward reasoning approach

Author(s): Nengjun Zhu, Jieyun Huang, Siji Zhu

106) Moor: Model-based offline policy optimization with a risk dynamics model

Author(s): Xiaolong Su, Peng Li, Shaofei Chen

107) Model-enhanced spatial-temporal attention networks for traffic density prediction

Author(s): Qi Guo, Qi Tan, Benyun Shi

108) Document-level relation extraction via dual attention fusion and dynamic asymmetric loss

Author(s): Xiaoyao Ding, Dongyan Ding, Taojie Zhu

109) PCNet: a human pose compensation network based on incremental learning for sports actions estimation

Author(s): Jia-Hong Jiang, Nan Xia

110) Theoretical knowledge enhanced genetic algorithm for mine ventilation system optimization considering main fan adjustment

Author(s): Wentian Shang, Jinzhang Jia

111) Audio-visual event localization with dual temporal-aware scene understanding and image-text knowledge bridging

Author(s): Pufen Zhang, Jiaxiang Wang, Peng Shi

112) Multidimensional time series classification with multiple attention mechanism

Author(s): Chen Liu, Zihan Wei, Ying Shao

113) Refined feature enhancement network for object detection

Author(s): Zonghui Li, Yongsheng Dong

114) Travel route recommendation with a trajectory learning model

Author(s): Xiangping Wu, Zheng Zhang, Wangjun Wan

115) Mf-net: multi-feature fusion network based on two-stream extraction and multi-scale enhancement for face forgery detection

Author(s): Hanxian Duan, Qian Jiang, Wei Zhou

116) Empowering Urdu sentiment analysis: an attention-based stacked CNN-Bi-LSTM DNN with multilingual BERT

Author(s): Lal Khan, Atika Qazi, Awais Mahmood

117) Residual trio feature network for efficient super-resolution

Author(s): Junfeng Chen, Mao Mao, Altangerel Ayush

118) Construction of kill webs with heterogeneous UAV swarms in dynamic contested environments

Author(s): Wenlin Liu, Zishuang Pan, Bing Wan

119) Open-world disaster information identification from multimodal social media

Author(s): Chen Yu, Bin Hu, Zhiguo Wang

120) Integrating fast iterative filtering and ensemble neural network structure with attention mechanism for carbon price forecasting

Author(s): Wang Zhong, Wang Yue, Wang Shuyue

121) RMGANets: reinforcement learning-enhanced multi-relational attention graph-aware network for anti-money laundering detection

Author(s): Qianyu Wang, Wei-Tek Tsai, Bowen Du

122) Enhancing adversarial transferability with local transformation

Author(s): Yang Zhang, Jinbang Hong, Qun Song

123) Advancing buffet onset prediction: a deep learning approach with enhanced interpretability for aerodynamic engineering

Author(s): Jing Wang, Wei Liu, Miao Zhang

124) Attention-enhanced multimodal feature fusion network for clothes-changing person re-identification

Author(s): Yongkang Ding, Jiechen Li, Anqi Wang

125) Fall detection method based on spatio-temporal coordinate attention for high-resolution networks

Author(s): Xiaorui Zhang, Qijian Xie, Ting Wang