---
title: "Knowledge-Based Systems: 110 recent papers (last 30 days)"
description: "Knowledge-Based Systems published 110 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #4 of 239 journals."
url: https://scholar4ai.com/journals/knowledge-based-systems
markdown_url: https://scholar4ai.com/journals/knowledge-based-systems.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-26T12:13:05+09:00
window: 2026-09-27 to 2026-10-26
source: OpenAlex (CC0)
---

# Knowledge-Based Systems

- 6 papers in the last 7 days
- category: AI
- publisher: Elsevier BV
- ISSN 0950-7051

Back to the ranking: https://scholar4ai.com/rankings/journals.md

## Key findings

- Knowledge-Based Systems published 110 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #4 of 239 journals.
- Leading institutions: Chinese Academy of Sciences (4), Tsinghua University (3) and Fuzhou University (3).
- Countries: China (67), United States (6) and India (5).

*Papers, newest first. Newest 50 of 110 papers; all of them are in /data/papers.json.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-23 | [Polarimetric underwater imaging via manifold-constrained transmission refinement](https://doi.org/10.1016/j.knosys.2026.117237) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Liuyan Lu, Yuxiang Lu, Chaoyue Hu et al. | Tianjin University |
| 2026-10-23 | [AlignVSS: Alignment-enhanced feature propagation and distillation for efficient Video Semantic Segmentation](https://doi.org/10.1016/j.knosys.2026.117222) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Teng Li, Shumin An, Qingmin Liao et al. | Tsinghua Shenzhen International Graduate School; Tsinghua University; Hong Kong University of Science and Technology; … |
| 2026-10-21 | [CFM: An efficient framework for footprint matching in crime scenes](https://doi.org/10.1016/j.knosys.2026.117215) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Liman Liu, Han Wu, Xinyu Cheng et al. |  |
| 2026-10-21 | [Anchor-guided feature manifold distortion for attacking dynamic hypergraph neural networks](https://doi.org/10.1016/j.knosys.2026.117224) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Meixia He, Keke Tang, Junhong He et al. |  |
| 2026-10-21 | [Optimization-aware trustworthy AI: A gradient-based multi-objective learning framework](https://doi.org/10.1016/j.knosys.2026.117225) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Mirka Saarela, Prabha M. Kumarage | University of Jyväskylä |
| 2026-10-21 | [InfoDisent: Explainability of image classification models by information disentanglement](https://doi.org/10.1016/j.knosys.2026.117169) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Łukasz Struski, Dawid Rymarczyk, Jacek Tabor |  |
| 2026-10-19 | [AI-driven personalisation, perceived security and mobile banking continuance: a knowledge-based systems framework for digital trust in emerging markets](https://doi.org/10.1016/j.knosys.2026.117223) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Ece Kozol |  |
| 2026-10-19 | [DAGFNet: a degradation-aware gated fusion network for object detection in adverse weather and low-light scenes](https://doi.org/10.1016/j.knosys.2026.117241) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Zhenyuan Wu, Di Wu, N Li | Chinese Academy of Sciences; Changchun Institute of Optics, Fine Mechanics and Physics |
| 2026-10-19 | [DReX: An explainable deep learning-based multimodal recommendation framework](https://doi.org/10.1016/j.knosys.2026.117184) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Adamya Shyam, Venkateswara Rao Kagita, Bharti Rana et al. | University of Delhi; National Institute of Technology Warangal |
| 2026-10-18 | [MSMCFA-Net: A multi-scale multi-channel feature attention network for enhanced wind speed forecasting in renewable energy systems](https://doi.org/10.1016/j.knosys.2026.117240) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Hossein Noori, Gholamreza Memarzadeh, Mohammad Hossein Gholizadeh et al. | Vali Asr University of Rafsanjan; Semnan University |
| 2026-10-17 | [EcSMNet: edge-structured sparse mask modeling for knowledge-efficient hyperspectral reconstruction](https://doi.org/10.1016/j.knosys.2026.117229) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Mengqian Chen, Jie Li, Shibin Ma et al. |  |
| 2026-10-17 | [Cyclic phase and reference recovery from event-window LDP motion descriptors](https://doi.org/10.1016/j.knosys.2026.117209) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yaxuan Wang, Yadi Wen, Rong Du et al. | Taiyuan University of Technology |
| 2026-10-17 | [HIN: A unified framework for knowledge-dense overlapping Multimodal Relation Extraction](https://doi.org/10.1016/j.knosys.2026.117190) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Hailin Wang, Hangyi Ren, Dan Zhang et al. | Ministry of Education of the People's Republic of China; Southwestern University of Finance and Economics; University of Electronic Science and Technology of China |
| 2026-10-17 | [FDFNet: A Full-stage Dual-dimensional Fusion Network for Visual Grounding](https://doi.org/10.1016/j.knosys.2026.117189) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Shishu Hong, Yangchuanlin Cheng, Aoao Zhao et al. | Wuhan University of Technology; Chinese University of Hong Kong |
| 2026-10-17 | [Dual-space optimization for multi-LoRA fusion: Mitigating parameter conflicts in both parameter and fusion-weight space](https://doi.org/10.1016/j.knosys.2026.117210) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yanghui Huang, Donglin Cao, Dazhen Lin |  |
| 2026-10-16 | [DAGSL: Distribution-aware graph structure learning](https://doi.org/10.1016/j.knosys.2026.117191) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Wenbo Zheng, Gang Xiao, Tao Wang et al. |  |
| 2026-10-15 | [METRO: A general and multi-view trajectory representation framework for dynamic urban environments](https://doi.org/10.1016/j.knosys.2026.117204) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yuanzhang Zhao, Leixiao Li, Hao Lin et al. | Nankai University; Inner Mongolia University of Technology |
| 2026-10-15 | [GLoMa-Nav: Global–local Mamba world modeling with history-conditioned prediction in vision-and-language navigation](https://doi.org/10.1016/j.knosys.2026.117212) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Xiaojian Geng, Shengkai Liu, Yuanjie Liu et al. | Harbin Institute of Technology; Lanzhou University of Technology |
| 2026-10-15 | [Self-supervised learning based etching process modeling: Bridging simulation and experimental data](https://doi.org/10.1016/j.knosys.2026.117213) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Zhenjie Yao, Ziyi Hu, D. S. Shang et al. | Chinese Academy of Sciences; Institute of Microelectronics; University of Chinese Academy of Sciences |
| 2026-10-15 | [Toward class-imbalanced node classification by Causality-Inspired Invariant Representation Disentanglement](https://doi.org/10.1016/j.knosys.2026.117205) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Xinxin Liu, Jie Cao, Hong Zhao | Minnan Normal University; Hefei University of Technology; Fuzhou University |
| 2026-10-15 | [Prediction of polyurethane foam density using hybrid feature screening and comparative hyperparameter optimization of machine learning models](https://doi.org/10.1016/j.knosys.2026.117217) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Oluwayomi  Joel Oyejide, Faiz Ahmad, Joseph Achebo et al. | Universiti Teknologi Petronas; Federal University of Petroleum Resource Effurun; University of Benin; … |
| 2026-10-15 | [Quantile Affine Geometry: Exact linearization of 1D Wasserstein primitives for scalable machine learning](https://doi.org/10.1016/j.knosys.2026.117208) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Mohamad Hasan Bahari, Mohammad Parsa Etemadheravi |  |
| 2026-10-14 | [A transferable adversarial attack method via Loss Surface Guided Gradient Optimization](https://doi.org/10.1016/j.knosys.2026.117199) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Chuan Ye, Xiaoqing Yang, Yunhan Li et al. | Southwest Petroleum University; Sichuan University; Huzhou College |
| 2026-10-14 | [Adaptive weight learning for robust unsupervised sparse feature selection](https://doi.org/10.1016/j.knosys.2026.117183) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Jian Wang, Zebaio Hu, Zhilei Sun et al. | China University of Petroleum, East China; Huzhou Normal University; Qingdao National Laboratory for Marine Science and Technology; … |
| 2026-10-14 | [SDDF-BEV: Uncertainty-aware spatio-temporal fusion for pure vision Bird’s-Eye-View 3D object detection](https://doi.org/10.1016/j.knosys.2026.117201) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Wei Zhang, Xulu Xia, Xingliang Zhu et al. | University of Science and Technology of China; Hefei Institutes of Physical Science; Institute of Intelligent Machines; … |
| 2026-10-14 | [Mitigating spectral decay via wavelet sparse contextual reinforcement for lightweight image super-resolution](https://doi.org/10.1016/j.knosys.2026.117192) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Qian Wang, Mengyang Wang, Yao Tang et al. | Xi’an University of Posts and Telecommunications; Shanghai Jiao Tong University |
| 2026-10-13 | [Bootstrap Wasserstein alignment for stable feature attribution in low-data regimes](https://doi.org/10.1016/j.knosys.2026.117182) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Mujahidul Islam, Priya Dubey |  |
| 2026-10-13 | [Giving stateless agents a sense of time: A reconsolidating episodic–semantic memory architecture](https://doi.org/10.1016/j.knosys.2026.117193) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Gian Maria Santi | University of Bologna |
| 2026-10-13 | [Spec-SSM: Adaptive causal smoothing decomposition and local-to-context residual aggregation for long-term time series forecasting](https://doi.org/10.1016/j.knosys.2026.117203) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Zhiyong An, ShaoMian Zhu |  |
| 2026-10-13 | [Gated Spline-Wavelet Kolmogorov-Arnold Recurrent Unit for multi-agent reinforcement learning](https://doi.org/10.1016/j.knosys.2026.117094) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yufan Lu, Hongli Zhang, Sha Wei et al. | Shanghai University; Yango University; Shanghai Academy of Environmental Sciences |
| 2026-10-13 | [Answer-oriented collaborative distillation for multi-stage evidence-augmented question answering](https://doi.org/10.1016/j.knosys.2026.117186) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yaying Wu, Tao Wang, Yurong Qian et al. | Xinjiang University |
| 2026-10-12 | [Image classification via discriminative multi-task group sparse learning](https://doi.org/10.1016/j.knosys.2026.117194) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Weiye Wang, Caikou Chen, Xiaoguang Qiao | Yango University; Yangzhou University |
| 2026-10-12 | [Fault-SAM: An interactive cross-domain foundation model for 3D seismic fault segmentation](https://doi.org/10.1016/j.knosys.2026.117185) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Zhou Guangyue, Guangyue Zhou | China University of Petroleum, East China |
| 2026-10-12 | [An Edge-conditioned Dynamic Attention Network with Choquet-inspired Fusion for multimodal remote sensing image semantic segmentation](https://doi.org/10.1016/j.knosys.2026.117187) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Haoran Lv, Peixian Li, 李云涛 et al. | Jilin University; State Key Laboratory on Integrated Optoelectronics; Changchun University of Science and Technology |
| 2026-10-12 | [Multi-Input Learning for information-efficient neural networks via feedback-stabilized representation reuse](https://doi.org/10.1016/j.knosys.2026.117188) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Zeyu Zhang, Zhiyu Qiu, Kaige Chen et al. | Kanazawa University; Jiangsu Ocean University |
| 2026-10-12 | [Enhancing large language model-based systems for end-to-end circuit analysis problem solving](https://doi.org/10.1016/j.knosys.2026.117171) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Liang‐Liang Chen, Weiyu Sun, Huiru Xie et al. | Georgia Institute of Technology |
| 2026-10-11 | [AGMoE: Adaptive Graph Mixture of Experts for industrial process zero-shot soft sensing with limited labeled data](https://doi.org/10.1016/j.knosys.2026.117148) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Le Yao, Jiaqi Shen, Jiabei Liu et al. | Hangzhou Normal University; Zhejiang University; Guangdong University of Petrochemical Technology |
| 2026-10-11 | [LiteSent: a lightweight adaptive multi-scale framework for social media and review-based sentiment classification](https://doi.org/10.1016/j.knosys.2026.117207) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Dharmendra Dangi, Dheeraj Kumar Dixit, Amit Bhagat | Indian Institute of Information Technology Bhopal; Madhav Institute of Technology & Science; Maulana Azad National Institute of Technology |
| 2026-10-11 | [Beyond semantic consistency: Event-level multimodal fake news detection via mutual guidance](https://doi.org/10.1016/j.knosys.2026.117172) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Shujie Yang, Dengtai Tan, Jing Wang et al. | Gansu Institute of Political Science and Law |
| 2026-10-10 | [Enhancing session-based recommendation via large language models: A counterfactual method](https://doi.org/10.1016/j.knosys.2026.117166) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Xinglong Wu, Sheng Yin, Yu Tai et al. | Anhui University of Science and Technology; Harbin Institute of Technology; Peng Cheng Laboratory |
| 2026-10-10 | [StreamWatch: Decoupled streaming video understanding for interpretable surveillance anomaly detection](https://doi.org/10.1016/j.knosys.2026.117173) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Zilong Wang, Hao Wu, Junlong Tong et al. | Eastern Institute of Technology, Ningbo; Shanghai Jiao Tong University |
| 2026-10-10 | [BANAR: Self-feedback stealthy backdoor attack in federated learning](https://doi.org/10.1016/j.knosys.2026.117157) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yu Qiao Deng, Yuling Mu, Songlei Wang et al. | Yanshan University |
| 2026-10-09 | [Semantic-Clustered Multimodal Prompt Tuning for long-tailed visual recognition](https://doi.org/10.1016/j.knosys.2026.117165) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Binlong Dong, Yuge Xu | South China University of Technology |
| 2026-10-09 | [Meta-contrastive learning with lightweight support-based query interaction for few-shot fine-grained visual classification](https://doi.org/10.1016/j.knosys.2026.117152) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yuxiang Wang, Yazhou Wang, Peijia Yu et al. | Guizhou University |
| 2026-10-09 | [GCAL: Group-centered collaborative advantage learning for policy optimization in multi-agent systems](https://doi.org/10.1016/j.knosys.2026.117155) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yiwu Hu, Si Shi, Zhen Tian et al. | Shenzhen University; Guangdong Laboratory of Artificial Intelligence and Digital Economy (Shenzhen) |
| 2026-10-09 | [CaCoL: Causality-Aware Multi-Centroid Contrastive Learning for multivariate time series anomaly detection](https://doi.org/10.1016/j.knosys.2026.117167) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Xiaofei Mu, Ye Tao, Hao Lu et al. | China University of Petroleum, East China; Qingdao University of Science and Technology; Shandong Normal University |
| 2026-10-09 | [CoExpert-AD: An expert-collaborative multimodal reasoning framework for industrial anomaly detection](https://doi.org/10.1016/j.knosys.2026.117170) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Chen Liu, Rui Song, Qiang Fang et al. | State Key Laboratory Fluid Power and Mechatronic Systems; Zhejiang University |
| 2026-10-08 | [Analysing diverse complex open-source images to assess face mask usage for epidemiological studies](https://doi.org/10.1016/j.knosys.2026.117200) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Hang Ding, Ashley Lindsay Quigley, Valentina Costantino et al. | The University of Queensland; UNSW Sydney; Kirby Institute; … |
| 2026-10-07 | [CGNC: Confidence-Guided Neighbor Consensus for semi-supervised learning](https://doi.org/10.1016/j.knosys.2026.117154) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Ahmed Abbas Jaber, Mengzi Tang, Zhishu Shen et al. | Wuhan University of Technology |
| 2026-10-07 | [Defect SAM Adapter: Dual-path dynamic adapting Segment Anything Model for surface defect segmentation](https://doi.org/10.1016/j.knosys.2026.117153) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Xudong Yang, Xinnan Fan, Peiyu Zhao et al. | Hohai University |