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Support vector machines

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

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

Vungsovanreach Kong, Saravit Soeng, [ ... ], Tae-Kyung Kim

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

Neero Gumsar Sorum, Martina Gumsar Sorum

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

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

Abeer Aljohani

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

Shayla Naznin, Md Jamal Uddin, Ahmad Kabir

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

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

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

Hootan Kamran, Dionne Aleman, Chris McIntosh, Tom Purdie

Software technical debt prediction based on complex software networks

Bo Jiang, Jiaye Cen, Erluan Zhu, Jiale Wang

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

Tanzir Hossain, Ar-Rafi Islam, [ ... ], Jia Uddin

Dynamically weighted graph neural network for detection of early mild cognitive impairment

Li Liu, Yifei Li, Kai Yang

Principal fitted component framework for robust support vector regression based on bounded loss: A simulation study with potential applications

Aiman Tahir, Maryam Ilyas

Assessing generalizability of a dengue classifier across multiple datasets

Bingqian Lu, Yanni Li, Ciaran Evans

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