Complex & Intelligent Systems, Volume 11, Issue 9, September 2025

1) Advanced risk prediction in healthcare: Neutrosophic Graph Neural Networks for disease transmission

Author(s): A. Meenakshi, J. Shivangi Mishra, Sovan Samanta

2) Beyond contrastive learning: adaptive graph representations with mutual information maximization for blockchain and structured data

Author(s): Yifeng Zhang, Qianqian Ren, Meng Han

3) Spatial correspondence matching based feature fusion for object tracking with attention learning

Author(s): Yuanyun Wang, Wenhui Yang, Jun Wang

4) A multi-objective optimization framework based on information sharing for serially connected robot design

Author(s): Jiliang Zhao, Wei Peng, Wen Yao

5) Physical property-aware multi-UAV spatial coordination for energy-efficient mobile edge computing

Author(s): Fengling Huang, Xuqi Su, Fusen Guo

6) A hybrid genetic tabu search algorithm based on a multi-operation joint movement neighborhood structure for job shop scheduling problems

Author(s): Lei Wang, Kongfu Hu, Qiangqiang Xia

7) A review of state-of-the-art techniques for large language model compression

Author(s): Pierre V. Dantas, Lucas C. Cordeiro, Waldir S. S. Junior

8) Logic-optimization behavior tree algorithm for enhanced autonomous underwater vehicle cooperative decision-making

Author(s): Dan Yu, Changjian Lin, Nan Liu

9) The heterogeneous federated recommendation framework based on adversarial training

Author(s): Suqi Zhang, Yajuan Li, Wang Zhao

10) Enhancing aspect-based sentiment analysis with multiple-knowledge promotion and multi-perspective noise filtering

Author(s): Juan Yang, Yali Xiao, Xu Du

11) Towards fair class-wise robustness: class optimal distribution adversarial training

Author(s): Hongxin Zhi, Hongtao Yu, Yiteng wu

12) Hierarchical distributed edge data aggregation and reporting method based on cluster center selection

Author(s): Wensheng Yang, Chengsheng Pan

13) SPSleepNet: enhancing EEG-based sleep staging for OSA patients via sleep position integration

Author(s): Yue Zhang, Xihe Qiu, Jingjing Huang

14) Multi-scale CNN-CrossViT network for offline handwritten signature recognition and verification

Author(s): Wanying Li, Mahpirat Muhammat, Kurban Ubul

15) Life prediction and health assessment of aero-engine gas path using digital twin and deep learning

Author(s): Mingyue Wu, Hong Zhou, Shuhong Ren

16) Advancing EEG-based biometric identification through multi-modal data fusion and deep learning techniques

Author(s): Touseef Ur Rehman, Madallah Alruwaili, Maaz Alam

17) Enhanced pulmonary nodule detection using a transformer framework with dual fusion and gated mechanism

Author(s): Kelei Sun, Yihang Wang, Huaping Zhou

18) Stock movement prediction with multimodal stable fusion via gated cross-attention mechanism

Author(s): Chang Zong, Jian Wan, Hang Zhou

19) Local–global feature fusion for enhanced Alzheimer’s detection: a multi-scale attention-driven MRI classification model

Author(s): Kerang Cao, Zhongqing Lu, Hoekyung Jung

20) Industrialization in development countries based on the MABAC method and Hamacher power aggregation operators for circular spherical fuzzy 2-tuple linguistic information

Author(s): Zeeshan Ali, Miin-Shen Yang

21) An investigation into multi-objective decision-making in fresh cold chain supply chain networks within a dual distribution framework

Author(s): Junyan Sun, Xing Li, Zefei Chen

22) Learning to solving vehicle routing problems via local–global feature fusion transformer

Author(s): Wei Li, Bing Tian Dai, Jingwen Li

23) Privacy attack in federated learning is not easy: an experimental study

Author(s): Hangyu Zhu, Liyuan Huang, Zhenping Xie

24) A new genetic programming approach to fine-grained flower image classification

Author(s): Qinyu Wang, Ying Bi, Mengjie Zhang

25) RSA modulus length regression prediction based on the Run Test and machine learning in the ciphertext-only scenarios

Author(s): Ke Yuan, Chenmeng Zhao, Chunfu Jia

26) Verticox+: vertically distributed Cox proportional hazards model with improved privacy guarantees

Author(s): Florian van Daalen, Djura Smits, Inigo Bermejo

27) A multimodal DTA prediction method based on triple-view contrastive learning

Author(s): Xiaoxing Pang, Zhixian Liu, Jiahai Liang

28) A state-of-the-art review on machine learning techniques for driving behavior analysis: clustering and classification approaches

Author(s): Mohammad Hassan Mobini Seraji, Sami Shaffiee Haghshenas, Vittorio Astarita

29) A novel displacement accurate tracking algorithm to improve the effectiveness of SASC pneumatic system in practical applications

Author(s): Jiaxing Lu, Yan Shi, Changhui Wang

30) A hierarchical multi-channel multi-modality fusion strategy for integrating digital mammography and synthesized digital breast tomosynthesis for breast mass discrimination

Author(s): Qiang He, Xuetao Wang, Xin Zhen

31) Overcoming negative weighting in uncertainty-based methods: a multi-uncertainty clustering method for evidence fusion

Author(s): Zhike Qiu, Yuhao Qin, Rui Cai

32) Audio copy-move forgery detection with decreasing convolutional kernel neural network and spectrogram fusion

Author(s): Canghong Shi, Xin Qiu, Sani M. Abdullahi

33) STNet: a lightweight spectral transform framework for salient object detection

Author(s): Baoyu Wang, Mao Yang, Yan Liu

34) A novel Mamba-hypergraph enhanced time-frequency fusion network for multivariate time series classification

Author(s): Jianjian Jiang, Chuxin Zhuang, Jianfeng Peng

35) Model-output-based federated Bayesian optimization

Author(s): Lin Yang, Qiqi Liu, Junhua Gu

36) BDEKD: mitigating backdoor attacks in NLP models via ensemble knowledge distillation

Author(s): Zijie Zhang, Xinyuan Miao, Yi Cao

37) Mixed multi-branch feature fusion model for efficient automatic building extraction from high-resolution remote sensing images

Author(s): Yaohui Liu, Shuzhe Zhang, Fei Su

38) Privacy-aware electric vehicle load forecasting via blockchain-based federated transfer learning

Author(s): Ruochen Jin, Hong Liu

39) Adaptive infant cry classification using multi-armed bandit modality selection in an attentive convolutional recurrent neural network model

Author(s): Geofrey Owino, Timothy Kamanu, Conlet Biketi Kikechi