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Deep learning

A knowledge graph construction method for compliance review of water conservancy project reports

Zelin Ding, Zhefei Fan, Yuanfeng Hao, Tao Wang, Xin Du, Xinhang Zhang

published 12 Jan 2026

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Machine learning analysis based on deep learning for fatigue diagnostics in carbon fiber reinforced polymers

Ahmed Salah Al-Shati, Thamer J. Mohammed

published 09 Jan 2026

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Image generator for tabular data based on non-Euclidean metrics for CNN-based classification

Yu-Rong Lin, Han-Ming Wu

published 09 Jan 2026

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Merge-YOLO: An accurate detection model for book packaging defects in intelligent logistics scenarios

Zhaohua Wang, Yirong Luo, Yanping Du, Jiawen Li, Yuqian Wang, Yuhao Lin

published 08 Jan 2026

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CAFusion: A progressive ConvMixer network for context-aware infrared and visible image fusion

Hafiz Tayyab Mustafa, Hamza Mustafa, Hassan Alhuzali, Mujtaba Asad, Zhonglong Zheng

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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Application of multimodal data fusion and intelligent classification in medical coding with the MCoder-T model

Yisheng Li, Jie Zhao, Xinmei Li, Shanxiong Liang, Yihui Tang

published 07 Jan 2026

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Automated retinal disease classification using deep learning and AlexNet with statistical models analysis

El-Sayed M. Elkenawy, Nima Khodadadi, Khaled Sh. Gaber, Ehsan Khodadadi, Amel Ali Alhussan, Doaa Sami Khafaga, Marwa M. Eid

published 06 Jan 2026

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A fusion sparse learning algorithm for fault identification of rolling bearings

Yefeng Liu, Jingjing Liu, Yanwei Ma, Shuai Wang, Qichun Zhang

published 05 Jan 2026

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An intrinsic dynamics capture network for long-term airspace traffic prediction

Bo Liu, Weizhen Tang, Zhousheng Huang

published 05 Jan 2026

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Benchmarking machine learning for bowel sound pattern classification – From tabular features to pretrained models

Zahra Mansour, Verena Nicole Uslar, Dirk Weyhe, Danilo Hollosi, Nils Strodthoff

published 02 Jan 2026

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Enhancing trust in news media: A multimodality approach to detecting fake news with social constructs

Ishfaq Ali, Muhammad Asif, Osama Sohaib, Ahmet Savaşan, Hanan Aljuaid

published 31 Dec 2025

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Deep learning for deep learning performance: How much data is needed for segmentation in biomedical imaging?

Junhyeok Lee, Hyungjin Chung, Minseok Suh, Jeong-Hoon Lee, Kyu Sung Choi

published 31 Dec 2025

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