Complex and Intelligent Systems, Volume 12, Issue 8, August 2026

1) A multi-scale classification framework for pathological image diagnosisAuthor(s): Peihe Jiang, Yukun Xu, Ning Lu
2) Improved ordering and aggregation operators for circular intuitionistic fuzzy sets in multi-criteria decision-makingAuthor(s): Dian Pratama, Binyamin Yusoff, Faishal Al-Sharqi
3) NLOS identification and error mitigation algorithms for indoor positioning: a reviewAuthor(s): Suying Jiang, Ruibiao Zhang, Hui Gao
4) RSGM: a multi-modal image matching scheme guided by regional semanticsAuthor(s): Fangwei Jin, Yun Liao, Qing Duan
5) Few-shot LoRA tuning for genre-specific music generation with semantic prompt matchingAuthor(s): Suwook Lee, Myeonghoon Jin, Yunsick Sung
6) A study on synthetic-to-real generalization of depth estimation and semantic segmentation joint networks on aerial imagesAuthor(s): Yara AlaaEldin, Francesca Odone, Mohamed Maher Ata
7) DPMT-Net: a dual-prompt attention multi-task 3D network for joint nodule segmentation and malignancy prediction in lung CT scansAuthor(s): Debopom Sutradhar, Ripon Kumar Debnath, Sami Azam
8) Multi-domain fusion meta-model for digital twin in precision manufacturing: design, implementation and verificationAuthor(s): Qingxin Li, Peng Zeng, Hualiang Zhang
9) Hybrid CNN-transformer with adaptive multi-scale fusion for tiny PCB defect identificationAuthor(s): Yunfei Yan, Gengliang Chen, Xiaojiang Peng
10) Topological feature engineering and persistent homology hybrid deep learning model for time-series predictionAuthor(s): Zixin Lin, Nur Fariha Syaqina Zulkepli, R. U. Gobithaasan
11) A health state assessment method for new energy vehicles based on an ensemble belief rule base with dual-adaptive feature selectionAuthor(s): Shuyin Nan, Xingchi Yan, Manlin Chen
12) Mia-grl: mutual information aligned generative reinforcement learning with missing dataAuthor(s): Ao Ma, Peng Li, Shaofei Chen
13) From synthetic data to actionable insights: fault detection in industryAuthor(s): Raed Alharbi
14) Enhancing emotion recognition through three modalities fusion and contrastive learning with the Mamba architectureAuthor(s): Qianjun Shuai, Xiaohao Chen, Yongqiang Cheng
15) Cambackdoor: a self-supervised backdoor attack method against CLP pruning defenseAuthor(s): Fan Zhang, Jianpeng Li, Wenhe Zhao
16) Application of the FDIS-BiGRU deep learning model based on frequency domain interaction in ship trajectory predictionAuthor(s): Zelin Song, Yanyun Yu, Lixing Li
17) A niche-based multiobjective evolutionary algorithm for constrained multiobjective optimization with application to power dispatch problemsAuthor(s): Yuqiao Yang, Jiangbo Wang
18) Data-driven causal reasoning for eco-driving behavior analysis in public transportation systemsAuthor(s): Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
19) A novel optimistic multi-granulation roughness of pythagorean fuzzy set for medical decision analysis via soft relations over dual universesAuthor(s): Shahida Bashir, Muhammad Shabir, A. Almutairi
20) Advanced sentiment analysis approaches with decision-making models and picture fuzzy rough environmentsAuthor(s): Abrar Hussain, Amina Kiran, Dragan Pamucar
21) Correction: Metalinguist: enhancing hate speech detection with cross-lingual meta-learningAuthor(s): Ehtesham Hashmi, Sule Yildirim Yayilgan, Mohamed Abomhara
22) FreqAlignNet: bridging local detail and global semantics via frequency-aligned representation for steel defect detectionAuthor(s): Yuzhen Zhao, Xun Li, Baoxi Yuan