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Support vector machines

An ICEEMDAN and SAX-based method for determining English reading comprehension status using functional near-infrared spectroscopy signals

Ural Akincioglu, Onder Aydemir, Ahmet Cil, Muhammed Baydere

published 23 Jul 2025

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Analysis of aPTT predictors after unfractionated heparin administration in intensive care units using machine learning models

Tadashi Kamio, Masaru Ikegami, Megumi Mizuno, Seiichiro Ishii, Hayato Tajima, Yoshihito Machida, Kiyomitsu Fukaguchi

published 21 Jul 2025

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An illustration of multi-class roc analysis for predicting internet addiction among university students

Nishat Tasnim Thity, Atikur Rahman, Adisha Dulmini, Mst. Nilufar Yasmin, Rumana Rois

published 21 Jul 2025

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DNA sequence classification for diabetes mellitus using NuSVC and XGBoost: A comparative

Said A. Salloum, Khaled Mohammad Alomari, Ayham Salloum

published 18 Jul 2025

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Enhanced SVM-based model for predicting cyberspace vulnerabilities: Analyzing the role of user group dynamics and capital influx

Yicheng Long

published 17 Jul 2025

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FLPneXAINet: Federated deep learning and explainable AI for improved pneumonia prediction utilizing GAN-augmented chest X-ray data

Shuvo Biswas, Rafid Mostafiz, Mohammad Shorif Uddin, Muhammad Shahin Uddin

published 17 Jul 2025

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F-TransR: A sports event revenue prediction model integrating multi-modal and time-series data

Guibing You, Kelei Guo, Jie Gao, Hanjie Feng, Wei Zou

published 16 Jul 2025

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Applying binary mixed model to predict knee osteoarthritis pain

Helal El-Zaatari, Liubov Arbeeva, Amanda E. Nelson

published 15 Jul 2025

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Decoding basic emotional states through integration of an fNIRS-based brain–computer interface with supervised learning algorithms

Ayşenur Eser, Sinem Burcu Erdoğan

published 14 Jul 2025

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Cysteine pattern barcoding-based dataset filtration enhances the machine learning-assisted interpretation of Conus venom peptide therapeutics

Rimsha Bibi, Noshaba Qasmi, Sajid Rashid

published 11 Jul 2025

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A severity classification model of cervical spondylotic radiculopathy symptoms based on MRI radiomics: A retrospective study

Xi Wang, Qiaoli Tao, Huanwen Liu, Huangbo Lin, Honglai Zhang

published 09 Jul 2025

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Enhancing diabetes risk prediction through focal active learning and machine learning models

Wangyouchen Zhang, Zhenhua Xia, Guoqing Cai, Junhao Wang, Xutao Dong

published 08 Jul 2025

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Predicting errors in accident hotspots and investigating satiotemporal, weather, and behavioral factors using interpretable machine learning: An analysis of telematics big data

Ali Golestani, Nazila Rezaei, Mohammad-Reza Malekpour, Naser Ahmadi, Seyed Mohammad-Navid Ataei, Sepehr Khosravi, Ayyoob Jafari, Saeid Shahraz, Farshad Farzadfar

published 08 Jul 2025

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