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Support vector machines

Machine learning-based predictive modeling of angina pectoris in an elderly community-dwelling population: Results from the PoCOsteo study

Shahrokh Mousavi, Zahrasadat Jalalian, Sima Afrashteh, Akram Farhadi, Iraj Nabipour, Bagher Larijani

published 05 Aug 2025

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Leveraging potential of limpid attention transformer with dynamic tokenization for hyperspectral image classification

Dhirendra Prasad Yadav, Deepak Kumar, Anand Singh Jalal, Bhisham Sharma, Panos Liatsis

published 04 Aug 2025

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Spatiotemporal patterns of water and vegetation in Poyang Lake from 2013 to 2021 using remote sensing data

Zhigang Lu, Zihao Chen, Meng Zhou, Daxing Lei, Yifan Chen

published 31 Jul 2025

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Features extraction based on Naive Bayes algorithm and TF-IDF for news classification

Li Zhang

published 30 Jul 2025

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Low-cost computation for isolated sign language video recognition with multiple reservoir computing

A.R. Syulistyo, Y. Tanaka, D. Pramanta, N. Fuengfusin, H. Tamukoh

published 30 Jul 2025

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Indigenous wood species classification using a multi-stage deep learning with grad-CAM explainability and an ensemble technique for Northern Bangladesh

Ashrafun Zannat, Md. Saiful Islam, Md. Shahriar Zaman, Sadman Saif

published 29 Jul 2025

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Advanced feature engineering in Acute:Chronic Workload Ratio (ACWR) calculation for injury forecasting in elite soccer

Jaime B. Matas-Bustos, Antonio M. Mora-García, Moisés de Hoyo Lora, Alejandro Nieto-Alarcón, Francisco T. Gonzalez-Fernández

published 23 Jul 2025

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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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