Complex & Intelligent Systems, Volume 12, Issue 11, November 2026

1) Text-2-Diagnosis: an exploration of text-to-image generation in medical diagnostic imaging

Author(s): Arwa H. Alshanbari, Salha M. Alzahrani

2) A physics-consistent intelligent framework with contrastive multimodal alignment for robust state estimation in complex aircraft storage environments

Author(s): Yao Lei, Jianyin Zhao, Song Gao

3) A CPT modified interval type-2 hesitant fuzzy PROMETHEE II model to prioritize risks in self-driving vehicles

Author(s): Naijie Chai, Ziyu Chen, Xiaokang Wang

4) Probabilistic variable selection-based evolutionary algorithm for large-scale sparse multiobjective optimization

Author(s): Shuai Shao, Ye Tian

5) Continuous-time multi-agent pathfinding with connectivity constraints

Author(s): Mustafa Rasit Ozdemir, Seyda Ertekin

6) Bidirectional cross-view learning with dynamic region selection for semi-supervised medical image segmentation

Author(s): Jiangxiong Fang, Hao Luo, Guoyu Wang

7) QCSeg-Net: a multi-stage quality-controlled liver tumor segmentation model for AI-assisted diagnosis

Author(s): Minghao Luo, Jinghong Wang, Jia Wu

8) Analyzing the search space transformation invariance properties of metaheuristics for avoiding over-customization

Author(s): Ye Tian, Xuhong Qi, Xingyi Zhang

9) Adapter-enhanced CLIP for railway brake shoe anomaly detection

Author(s): Salman Shehzad, Chunsheng Yang, Yuan-Gen Wang

10) Bsqat: block-wise shared quantization-aware training for large language models

Author(s): Senbao Hou, Libin Hou, Bin Yan

11) Towards trustworthy gait recognition: visualizing and refining hierarchical motion dependencies

Author(s): Ke Wang, Hua Huo

12) Integrating multi-order spectral filtering with structural subgraph generation for predicting functional connectivity in brain networks

Author(s): Kexun Cai, Wanyi Liu, Yanjiang Wang

13) AOCG-LLM+: automatic ontology construction and generation method

Author(s): Zhenhai Lu, Jungang Yang, Yao Li

14) An integrated BWM-entropy-CoCoSo decision-making framework with q-rung orthopair probabilistic hesitant fuzzy information for renewable energy project selection

Author(s): Chuanyang Ruan, Lin Yan, Shouzhen Zeng

15) SRPN: self-rectified policy network for knowledge graph reasoning

Author(s): Lin Zhu, Tengzhong Hu, Luyi Bai

16) Kaformer: efficient transformer for keystroke authentication

Author(s): Chang Wang, Peiyu Li, Yusong Lin

17) Automatic generation and optimization of Ming-style armchair using stable diffusion and multi-objective coati optimization algorithm

Author(s): Lei Fu, Jiufang Lv

18) AMFNet: adaptive multi-scale fusion network for small object detection

Author(s): Bao Tian, MengNan Hu, ZiYang Wang

19) Syncmove: synchronizing individual and collective mobility patterns for trajectory generation

Author(s): Jia Li, Haiyan Liu, Qingyun Liu

20) Aircraft selection in airline industry using Bipolar Picture Fuzzy Numbers with Einstein aggregation operator

Author(s): K. Shalini, T. D. Rao

21) Multi-view feature fusion and contrastive representation learning for pipeline leak detection

Author(s): Xuemei Meng, GaizhiGuo

22) Bridging CNNs and transformers: a mamba-based detection framework for intelligent traffic scenarios

Author(s): Gaofeng Xu, Zhengcai Wang

23) A lightweight adaptive feature-domain defogging dynamic convolutional network for object detection in foggy conditions

Author(s): Mingkai Sun, Ruifeng Meng, Yongsheng Qi

24) Dual graph architecture with temporal dynamics for enhanced knowledge tracing

Author(s): Yan Zhang, Qianjun Tang

25) Dual-topology dynamic graph convolution-based spatial-spectral feature fusion network for patient-specific seizure detection

Author(s): Rui Ma, Binghao Shi, Yanjiang Wang

26) Learning context-aware representation for short-term software task completion prediction

Author(s): Dong Wu, Michael Grenn