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Learning curves

Contrastive learning enhanced retrieval-augmented few-shot framework for multi-label patent classification

Wenlong Zheng, Xin Li, Guoqing Cui, Shikun Chen

published 21 Jan 2026

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Robot steering-angle prediction lightweight network based non-local attention and lane guidance

Jing Niu, Jiahao Zheng, Chuanyan Shen, Guanghao Gao, Guoqiang Song, Shifeng Liu, Yibo Wang

published 20 Jan 2026

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Hypoxemia prediction in pediatric patients under general anesthesia using machine learning: A retrospective observational study and external validation

Sujin Baek, Jung-Bin Park, Jihye Heo, Kyungsang Kim, Donghyeon Baek, Chahyun Oh, Hyung-Chul Lee, Dongheon Lee, Boohwi Hong

published 08 Jan 2026

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A distributed framework for zero-day malware detection using federated ensemble models

Hassan Ishfaq, Jamal Hussain Shah, Rabia Saleem, Maira Afzal

published 07 Jan 2026

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License plate recognition methodology in complex scenarios based on CSCM-YOLOv8 and CSM-LPRNet

Weihua Xiong, Lixian Cao, Dongming Yan, Yufei Jiang, Guan Zhang, Yan Wang, Xiaotong Huang, Liquan Liu

published 02 Jan 2026

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Enhanced machine learning and hybrid ensemble approaches for Coronary Heart Disease prediction

Maurice Wanyonyi, Zakayo Ndiku Morris, Faith Mueni Musyoka, Dominic Makaa Kitavi

published 26 Dec 2025

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Machine learning-based prediction of glioma grading

Shihong Liu, Yunfang Xie, Xuanli Gong, Jieyu He, Wei Zou

published 26 Dec 2025

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ETHIAD: A novel explainable model for detecting illicit accounts on Ethereum

Jiarong Lu, Bin Liao, Yi Liu, Kutorzi Edwin Yao

published 11 Dec 2025

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STFANet: A spatial and temporal feature aggregation network for fake face detection in videos

Guoren Yao, Gaoming Yang, Xintian Liu, Lei Chen

published 10 Dec 2025

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Beyond accuracy: Quantifying the reliability of multiple instance learning for whole slide image classification

Hassan Keshvarikhojasteh, Marc Aubreville, Christof A. Bertram, Josien P. W. Pluim, Mitko Veta

published 05 Dec 2025

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Dual contrastive learning-based reconstruction for anomaly detection in attributed networks

Hossein Rafieizadeh, Hadi Zare, Mohsen Ghassemi Parsa, Hocine Cherifi

published 24 Nov 2025

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A lightweight model and corn leaf disease recognition

Lujie Bai, Shaoqiu Zhu, Haitao Gao

published 17 Nov 2025

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Report from MDE practice: An interview-based evaluation of model-driven engineering uses

Hessa Alfraihi, Kevin Lano

published 05 Nov 2025

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