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Machine learning

DMS-YOLO: Small target detection algorithm based on YOLOv11

Minyu Huang, Wengang Jiang

published 30 Jan 2026

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Graph neural networks and belief rule base collaborative modeling for automated and interpretable fault diagnosis in proton exchange membrane fuel cells

Yao Zhao, Ting Wang, Xin Wang

published 30 Jan 2026

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Developing a machine learning model to map new-build gentrification: A mixed-methods approach

Maya Mueller, Isaac Quaye, Shengao Yi, James Foley, Reeya Shah, Xiaojiang Li, Hamil Pearsall, Simi Hoque

published 30 Jan 2026

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Reinforcement Operator Learning (ROL): A hybrid DeepONet-guided reinforcement learning framework for stabilizing the Kuramoto–Sivashinsky equation

Nadim Ahmed, Md. Ashraful Babu, Muhammad Sajjad Hossain, Md. Fayz-Al- Asad, Md. Awlad Hossain, Md. Mortuza Ahmmed, M. Mostafizur Rahman, Mufti Mahmud

published 30 Jan 2026

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LDA-DETR: A lightweight dynamic attention-enhanced DETR for small object detection

Yanli Shi, Jing Li, Yi Jia, Qihua Hong

published 30 Jan 2026

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An interpretable machine learning framework for adverse drug reaction prediction from drug-target interactions

Joseph Roberts-Nuttall, Alan M. Jones, Marco Castellani, Duc Pham

published 30 Jan 2026

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Graph former-CL: A novel graph transformer with contrastive learning framework for enhanced drug-drug interaction prediction

Masoud Amiri, Oliya Zare

published 30 Jan 2026

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LHAT-YOLO: Study on intelligent monitoring algorithm for helmets at construction sites

Jun Wang, Dongsheng Zhao, Haoran Jiang, Peng Lin, Xin Tang

published 28 Jan 2026

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Causal interventions in bond multi-dealer-to-client platforms

Paloma Marín Martínez, Sergio Ardanza-Trevijano, Javier Sabio

published 27 Jan 2026

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Application of FT-NIR spectroscopy to the prediction of Chromium contamination in soil by evolutionary chemometrics

Shaoyong Hong, Zhanhong Liang, Huazhou Chen, Jia Weng, Ken Cai, Xianchuan Wu

published 27 Jan 2026

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Exploring the role of the key gene TNFAIP3 between periodontitis and influenza A through bioinformatic analysis and molecular docking

Mingxiang Xu, Jiaxin Shi, Yang Wang, Jie Wu, Qiaozhi Yang, Weiyun Chen, Yinpeng Li, Luwei Zhang, Xin Liu, Fu Ren, Yudong Wu, Lin Ye, Xin Li, Kebin Xu

published 27 Jan 2026

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CCMIM: Optimizing concrete defect detection through state-space modeling and dynamic feature fusion

Xiaozhen Li

published 27 Jan 2026

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FM-DLM: A new method for image classification based on the fusion of multi-level deep learning models

Guanghao Jin, Hengguang Li, Hui Du, Qingzeng Song

published 27 Jan 2026

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