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ORCIDKnowledge-Based Systems, Volume 341
Volume 341, 2026
- Seyma Yücel Altay, Betül Turanoglu Sirin:
Q-rung picture fuzzy sets theory-based ensemble learning method for credit risk assessment. 115581 - M. Shakunthala, T. D. Subha, A. Anna lakshmi, T. D. Subash:
Automated brain stroke detection inmagnetic resonance imaging using self-modulating convolutional neural networks for enhanced ischemic and hemorrhagic stroke classification. 115665 - Yudi Xie, Ying Chen, Wei Zeng, Xiaodong Zhu, Xiang Ao, Huiling Chen:
Fusing multi-head gating and focused-view contrastive learning for knowledge-aware recommendation. 115673 - Xu Wang, Yinlin Zhu, Xunkai Li, Meixia Qu, Wenyu Wang:
Towards effective few-shot OOD detection for text-attributed graphs via topology-Text consensus modeling. 115686 - Ankit Soni:
I-GNN: Intelligent graph neural network framework for decentralized multi-Robot navigation with dynamic goal reassignment and obstacle handling. 115692 - Arezo Bodaghi, Benjamin C. M. Fung, Ketra A. Schmitt:
PPO-CIS : A deep reinforcement learning framework for real-time toxicity detection in social media. 115704 - Jonathan Leung, Yongjie Wang, Zhiqi Shen:
From entity-centric to goal-oriented graphs: Enhancing LLM knowledge retrieval in minecraft. 115706 - Dan Yang, Xin Peng, Linlin Li, Xiaolong Wu, Chaoyang Chen, Weimin Zhong:
Dynamic bidirectional federated transfer learning with multi-source data fusion in unsupervised privacy-preserving prediction. 115707 - You Wu, Wenfeng Zhang, Yang Ren, Jianming Hu, Wei Hu, Qibing Qin:
Few-shot medical image segmentation via dual-stream feature extractor and detail-enhanced prototype transformer. 115709 - Saidi Guo, Xiaona Yan, Ying Shen, Weixing Zhang, Guohua Zhao, Cong Yang, Qiujie Lv:
3D cross-modality cardiac image segmentation based on causality-driven contrastive learning. 115712 - Rasha Abd El-Wahab Attwa, Shimaa Wasfy Sadk, Hassan M. Aljohani:
Genetic algorithm for parameter estimation of the alpha power transformed GEVL distribution: A time series forecasting approach vs. return level analysis. 115730 - Xiangyu Li, Fanding Li, Yongfeng Yuan, Suyu Dong, Kuanquan Wang, Yi Shen, Guohua Wang, Gongning Luo, Shuo Li:
PLATO: ProbabiListic hierArchical mulTi-head mOdel for plug-and-play ambiguous medical image segmentation. 115746 - Bharathi Raja Chakravarthi, Shunmuga Priya Muthusamy Chinnan, Prasanna Kumar Kumaresan, Rahul Ponnusamy:
INCLUDE: A chain-of-thought based mixture of experts for inclusive language generation. 115747 - A. Satya Mallesh, Poppoppula T. Satyanarayana Murty, Nagaraju Pamarthi, P. Raju, P. B. V. Raja Rao:
Classification of privacy preserved medical data in cloud based on deep learning with lotus effect honey badger optimization. 115748 - Pengfei Li, Jinguo Li, Mengcheng Liu, Baoxin Xu:
DC-DPSGD: Double clipping differentially private stochastic gradient descent. 115751 - Junxiao Yang, Qiang Liu, Xuemei Cao, Fei Li, Xin Yang:
G-GBC: A Gaussian mixture-based granular ball computing method for robust CNN classification under noisy labels. 115754 - Haodong Song, Chen Li, Tianyuan Hu, Yuanfei Dai:
A curriculum-guided semi-supervised learning framework for joint entity and relation extraction. 115755 - Huayi Zhu, Xuyang Li, Rui Chen, Qiao Liu, Xiaojun Chang, Di Yuan:
Multi-semantic depth collaborative multi-modality image fusion network. 115756 - Dong-Yun Niu, Ju-Sheng Mi:
Reductions of three-way concept lattices and three-way rules extraction based on Boolean formal contexts. 115757 - Bernard-Marie Onzo, Yu Xue, Ferrante Neri, Moncef Gabbouj, Khursheed Aurangzeb:
GraphCETF: Cost-effective training-free acceleration for evolutionary graph neural architecture search. 115759 - Yaoyu Chang, Tao Gao, Ziqi Li:
EN-thinking: Enhancing entity-level reasoning in large language models for knowledge graph completion. 115765 - Jiaojiao Ye, Khamron Sunat, Sirapat Chiewchanwattana:
Stochastic social learning optimization: Combining social learning and bucket theory for efficient optimization. 115767 - Zhifeng Liu, Tianrui Huang, John Kingsley Arthur, Conghua Zhou, Shengli Wu, Xiangjun Shen, Sirui Tian, Hongtao Li:
FA-CDDL: Contrastive deep dictionary learning with frequency augmentation. 115771 - Kara Combs, Lance E. Champagne, Bruce A. Cox, Christine M. Schubert-Kabban, Trevor Bihl, Grace Lemming:
Analogy2kg: An automatic pipeline for deriving knowledge graphs from long-text analogies. 115772 - Mario De Los Santos-Hernández, Samuel Montero-Hernández, Felipe Orihuela-Espina, Luis Enrique Sucar:
CausalMorph: Preconditioning data for linear non-Gaussian acyclic models. 115773 - Kushall Singh, Monu Verma, Dinesh Kumar Tyagi, Santosh Kumar Vipparthi, G. Shankara Raju Kosuru, Subrahmanyam Murala, Mohamed Abdel-Mottaleb:
FedHC: Enhanced federated learning with Hessian and cosine correlation for proximal correlation. 115775 - Rentao Gu, Yihang Ding, Junjie Li, Yi Ding, Weijing Sang, Xiaoli Huo, Xin Qin, Yuefeng Ji:
FM-LLM: A frequency-enhanced mixture-of-experts framework for adapting LLMs to time series forecasting. 115776 - Xin Chen, Huanjie Tao, Benran Li:
Towards robust incomplete multimodal open-set domain generalization with uncertain missing modalities. 115777 - Haodong Zhu, Chenhao Yang, Hongchan Li, Zhongchuan Sun, Yajuan Cui, Yanpei Liu, Liang Zhu:
Beyond feature concatenation: Mutual information-driven fusion for multimodal sequential recommendation. 115778 - Yangyu Lai, Xianyi Zeng, Yan Hong, Xiaoqun Dai:
A hybrid knowledge-based recommendation system driven by modeling fashion design semantics. 115780 - Cuiping Shi, Zexin Zeng, Weiwei Sun, Kaijie Shi, Fei Zhu:
LiDAR-guided multi-modal fusion for dynamic hyperspectral band selection. 115781 - Qiang Hua, Yongxin Chen, Chunru Dong, Yong Zhang, Lei Xu:
TimeRouter: A unified dynamic routing framework for handling missing data in time series forecasting. 115782 - Bangrui Song, Haifan Meng, Wen Zhang, Hang Qiu:
HAHGL-CDR: Heterogeneous adaptive hypergraph learning for cancer drug response prediction. 115783 - Yiwei Zha, Feng Yan, Chunjie Yang, Guodong Mao:
iTransPASOH: A physics-aware iTransformer framework for lithium-ion battery state-of-health estimation. 115785 - Zhenyu Han, Xuan Liu, Guanghui Yang, Meipan Wang, Jian Li, Yongli Zhang, Tailin Han:
Hyperspectral imaging compressed sensing based on spatial-spectral deep unfolding for agricultural products. 115787 - Jianghua Wang, Zhicheng Wei, Zhibin Shi, Na Song, Shiping Wang:
Robustness controlled adversarial graph convolutional network for multi-view semi-supervised classification. 115789 - Zhe Li, Lina He, Mohammad Zoynul Abedin, Petr Hájek, Brian Lucey:
Two-Stage feature selection for early warning of default risk. 115790 - Qing Xu, Yanqian Wang, Xiangjian He, Yue Li, Yixuan Zhang, Rong Qu, Wenting Duan, Zhen Chen:
SP-Det: Self-prompted dual-text fusion for generalized multi-label lesion detection. 115792 - Yuechen Shao, Qun Chao, Pengcheng Xia, Zhiqiang Zhang, Chengliang Liu:
Domain generalization method based on causal disentanglement network for the fault diagnosis of axial piston pumps. 115802 - Pham Thi Thu Thuy, Trang T. D. Nguyen:
Causal reasoning over ontology-enriched graphs for interpretable medical AI. 115803 - Shengdong Du, Junlong Jiang, Haochen Shi, Yan Yang, Junbo Zhang, Tianrui Li, Yu Zheng:
LCMF: A LLM-enhanced cross-modal fusion framework for universal temporal forecasting. 115804 - Qi Zhang, Hao Zhong:
A mutual information-driven submodular optimization approach to covariate selection in causal effect estimation. 115808 - Sheng Long, Yibin Dong, Shuohao Li, Jun Lei, Roel Leus, Jun Zhang:
Beyond single-source adversaries: Diversity-driven ensemble adversarial training for object detectors. 115810 - Zhen Guo, Chuan Li, Diego Cabrera:
Open-set unknown class incremental detection of gearboxes under trustworthy feature conditions based on low-rank fine-tuning mechanism. 115826
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