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Support vector machines

ISD-YOLO: A lightweight and efficient feature extraction network for invoice seal detection

Xiaosi Song, Xiaohong Zhao, Caihua Ma, Wenpei Xu, Peng Shen

published 11 Sep 2026

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Graph neural network-based risk stratification of prostate cancer using gene expression and SHAP interpretability

Saeed Pirmoradi, Sevil Vaghefi Moghaddam, Mohammadreza Ardalan, Mir Mohsen Sharifi Bonab, Mohammad Teshnehlab, Sepideh Zununi Vahed

published 08 Sep 2026

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MR-based radiomics of mesorectal fat for improved prediction of perirectal lymph node metastasis and extramural venous invasion in locally advanced rectal cancer

Yaniga Swaengdee, Sararas Khongwirotphan, Jaravee Lasode, Phakakarn Kuecharoen, Phathayphout Phetvilay, Thitithep Limvorapitak, Anapat Sanpavat, Sira Sriswasdi, Piyaporn Boonsirikamchai, Yothin Rakvongthai

published 02 Sep 2026

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Sensitivity of machine learning regression models to data structure and quality in crop yield prediction

Mahoukpégo Luc Zinzinhédo, Mèvognon Firmin Mitchozounnou, Kolawolé Valère Salako, Romain Glèlè Kakaï

published 01 Sep 2026

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Labeling matters: A multicenter machine learning study on visual field progression in Glaucoma

Hyobeen Kim, EunAh Kim, Sangwoo Moon, Sang Wook Jin, Jung Lim Kim, Seung Uk Lee, Jeong Rye Park, Jiwoong Lee

published 28 Aug 2026

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An efficient method for network traffic anomaly detection based on SHAP and deep learning

Zhaohui Fang, Ping Xuan, Hong Ding

published 28 Aug 2026

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Machine learning framework for predicting ESDD on high-voltage glass insulators with SHAP-based feature optimization

Ali Ahmed Salem, Waleed M. Hamanah, Abdullah S. Algamili, Salem Mgammal Al-Ameri, Samir Al-Gailani

published 28 Aug 2026

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Improving corrosion depth estimation in buried pipelines using SMOTE-integrated machine and deep learning models

Mohamed Khalid AlOmar, Mohammed Majeed Hameed, Osama Khamees Ali, Aleema Ahmad Samir, Tanya Kukreja, Adil Masood, Ali Salem

published 27 Aug 2026

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Depression prediction and key factors: A comparative analysis of logistic regression and machine learning models

Kripa Josten, Vennila Jaganathan

published 27 Aug 2026

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Identification and risk-factor analysis for individuals at high risk for keratoconus via machine learning and logistic regression

Kaiyue Du, Rongmei Peng, Yueguo Chen, Bowei Yuan, Wei Chen, Liang Han, Gege Xiao, Yi Qu, Jing Hong

published 25 Aug 2026

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Hybrid CNN-embedding fusion with MFCC-SVM for speech emotion recognition: Random vs actor-wise evaluation on CREMA-D

Parveen Kumari, Yogita Yashveer Raghav, Vimmi Kochher, Prashanth kumar katta, Abhilasha A, Prabhakar M, Jayanthiladevi A, Fikir Gizachew Belete

published 24 Aug 2026

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Research on LSTM-based spatial target trajectory forecasting enhanced by attention mechanisms

Qingshan Luo, Jiahao Ji, Tao Yang, Yurui Xu, Yunsheng Yao

published 21 Aug 2026

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Use of machine learning to detect Escherichia coli in drinking water in Bangladesh

Iqramul Haq, Md. Yusuf Hossain Ador, Diego Nobrega

published 20 Aug 2026

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