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Support vector machines

Machine learning-based drought prediction using Palmer Drought Severity Index and TerraClimate data in Ethiopia

Tadele Melese, Gizachew Assefa, Baye Terefe, Tatek Belay, Getachew Bayable, Abebe Senamew

published 18 Jun 2025

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Comprehensive framework for thyroid disorder diagnosis: Integrating advanced feature selection, genetic algorithms, and machine learning for enhanced accuracy and other performance matrices

Ankur Kumar, Sanjay Dhanka, Abhinav Sharma, Anchal Sharma, Surita Maini, Mochammad Fahlevi, Fazla Rabby, Mohammed Aljuaid, Rohit Bansal

published 18 Jun 2025

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Machine learning driven dashboard for chronic myeloid leukemia prediction using protein sequences

Waqar Ahmad, Abdul Raheem Shahzad, Muhammad Awais Amin, Waqas Haider Bangyal, Tahani Jaser Alahmadi, Saddam Hussain Khan

published 18 Jun 2025

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A hybrid approach to enhance HbA1c prediction accuracy while minimizing the number of associated predictors: A case-control study in Saudi Arabia

Faten Al-hussein, Mali Abdollahian, Laleh Tafakori, Khalid Al-Shali

published 17 Jun 2025

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PIFR: A novel approach for analyzing pose angle-based human activity to automate fall detection in videos

Vungsovanreach Kong, Saravit Soeng, Munirot Thon, Wan-Sup Cho, Anand Nayyar, Tae-Kyung Kim

published 17 Jun 2025

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Modeling of injury severity of distracted driving accident using statistical and machine learning models

Neero Gumsar Sorum, Martina Gumsar Sorum

published 16 Jun 2025

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Analysis of variant interactions in families with autism points to genes involved in the development of the central nervous system

Jacek Kaczyński, Marta Pasenkiewicz-Gierula

published 11 Jun 2025

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A novel spectral transformation technique based on special functions for improved chest X-ray image classification

Abeer Aljohani

published 11 Jun 2025

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Identifying determinants of under-5 mortality in Bangladesh: A machine learning approach with BDHS 2022 data

Shayla Naznin, Md Jamal Uddin, Ahmad Kabir

published 11 Jun 2025

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Margin weighted robust discriminant score for feature selection in imbalanced gene expression classification

Sheema Gul, Dost Muhammad Khan, Saeed Aldahmani, Zardad Khan

published 10 Jun 2025

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Explainable one-class feature extraction by adaptive resonance for anomaly detection in quality assurance

Hootan Kamran, Dionne Aleman, Chris McIntosh, Tom Purdie

published 10 Jun 2025

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Software technical debt prediction based on complex software networks

Bo Jiang, Jiaye Cen, Erluan Zhu, Jiale Wang

published 09 Jun 2025

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BanglaNewsClassifier: A machine learning approach for news classification in Bangla Newspapers using hybrid stacking classifiers

Tanzir Hossain, Ar-Rafi Islam, Md Humaion Kabir Mehedi, Annajiat Alim Rasel, M. Abdullah-AL-Wadud, Jia Uddin

published 09 Jun 2025

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