Complex & Intelligent Systems, Volume 11, Issue 5, May 2025

1) Predicting trajectories of coastal area vessels with a lightweight Slice-Diff self attentionAuthor(s): Jinxu Zhang, Jin Liu, Junxiang Wang2) Micro-expression spotting based on multi-modal hierarchical semantic guided deep fusion and optical flow driven feature integrationAuthor(s): Haolin Chang, Zhihua Xie, Fan Yang3) Wavelet attention-based implicit multi-granularity super-resolution networkAuthor(s): Chen Boying, Shi Jie4) Gaitformer: a spatial-temporal attention-enhanced network without softmax for Parkinson’s disease early detectionAuthor(s): Shupei Jiao, Hua Huo, Dongfang Li5) A two-stage algorithm based on greedy ant colony optimization for travelling thief problemAuthor(s): Zheng Zhang, Xiao-Yun Xia, Jun Zhang6) Graph-based adaptive feature fusion neural network model for person-job fitAuthor(s): Xia Xue, Feilong Wang, Baoli Wang7) Fractals in Sb-metric spacesAuthor(s): Fahim Ud Din, Sheeza Nawaz, Fairouz Tchier8) Cooperative path planning optimization for ship-drone delivery in maritime supply operationsAuthor(s): Xiang Li, Hongguang Zhang9) Reducing hallucinations of large language models via hierarchical semantic pieceAuthor(s): Yanyi Liu, Qingwen Yang, Yingyou Wen10) A surrogate-assisted differential evolution algorithm with a dual-space-driven selection strategy for expensive optimization problemsAuthor(s): Hanqing Liu, Zhigang Ren, Wenhao Du11) Knowledge graph-based entity alignment with unified representation for auditingAuthor(s): Youhua Zhou, Xueming Yan, Fangqing Liu12) A parallel large-scale multiobjective evolutionary algorithm based on two-space decompositionAuthor(s): Feng Yin, Bin Cao13) A study of enhanced visual perception of marine biology images based on diffusion-GANAuthor(s): Feifan Yao, Huiying Zhang, Pan Xiao14) Research on knowledge tracing based on learner fatigue stateAuthor(s): Haoyu Wang, Qianxi Wu, Guohui Zhou15) An exploration-enhanced hybrid algorithm based on regularity evolution for multi-objective multi-UAV 3-D path planningAuthor(s): Zhenzu Bai, Haiyin Zhou, Jiongqi Wang16) Correction to: Edge-centric optimization: a novel strategy for minimizing information loss in graph-to-text generationAuthor(s): Yao Zheng, Jingyuan Li, Yuanzhuo Wang17) A reliability centred maintenance-oriented framework for modelling, evaluating, and optimising complex repairable flow networksAuthor(s): Nicholas Kaliszewski, Romeo Marian, Javaan Chahl18) Enhancing implicit sentiment analysis via knowledge enhancement and context informationAuthor(s): Yanying Mao, Qun Liu, Yu Zhang19) The opinion dynamics model for group decision making with probabilistic uncertain linguistic informationAuthor(s): Jianping Fan, Zhuxuan Jin, Meiqin Wu20) Co-evolutionary algorithm with a region-based diversity enhancement strategyAuthor(s): Kangshun Li, RuoLin RuanHui, Wang21) SLPOD: superclass learning on point cloud object detectionAuthor(s): Xiaokang Yang, Kai Zhang, Zhiheng Zhang22) Transformer-based multiple instance learning network with 2D positional encoding for histopathology image classificationAuthor(s): Bin Yang, Lei Ding, Bo Liu23) Traffic signal optimization control method based on attention mechanism updated weights double deep Q networkAuthor(s): Huizhen Zhang, Zhenwei Fang, Xinyan Zeng24) Enhancing cyber defense strategies with discrete multi-dimensional Z-numbers: a multi-attribute decision-making approachAuthor(s): Aiting Yao, Huang Chen, Xuejun Li25) A lightweight vision transformer with weighted global average pooling: implications for IoMT applicationsAuthor(s): Huiyao Dong, Igor Kotenko, Shimin Dong26) Self-attention-based graph transformation learning for anomaly detection in multivariate time seriesAuthor(s): Qiushi Wang, Yueming Zhu, Yunbin Ma27) TransRNetFuse: a highly accurate and precise boundary FCN-transformer feature integration for medical image segmentationAuthor(s): Baotian Li, Jing Zhou, Jia Wu28) A generative model-based coevolutionary training framework for noise-tolerant softsensors in wastewater treatment processesAuthor(s): Yu Peng, Erchao Li29) Mcaaco: a multi-objective strategy heuristic search algorithm for solving capacitated vehicle routing problemsAuthor(s): Yanling Chen, Jingyi Wei, Jie Zhou30) A heuristic-assisted deep reinforcement learning algorithm for flexible job shop scheduling with transport constraintsAuthor(s): Xiaoting Dong, Guangxi Wan, Peng Zeng

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