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Machine learning algorithms

Interpretable machine learning for chronic kidney disease prediction: Insights from SHAP and LIME analyses

El Mehdi Chouit, Mohamed Rachdi, Mostafa Bellafkih, Brahim Raouyane

Predicting dominant terrestrial biomes at a global scale using machine learning algorithms, climate variable indices, and extreme event indices

Hisashi Sato

Efficient talent identification in women’s football: A ranking-based approach for goal scoring analysis

Songyi Song, Hee-Su Kim

Machine learning prediction of metabolic-associated fatty liver disease in type 2 diabetes: Emphasizing data imputation and feature selection

Zahra Khosravi, Farnaz Barzinpour, [ ... ], Alireza Esteghamati

You Only Look Once (YOLO) based machine learning algorithm for real-time detection of loop-mediated isothermal amplification (LAMP) diagnostics

Biniyam Mezgebo, Ryan Chaffee, [ ... ], Dylan R. Pillai

Using machine learning to predict and analyze complex trait diseases: Lessons from a simple abstract model

Eden Maimon, Ori Bondi, John Moult, Ron Unger

Hyperspectral imaging for intraoperative brain tumor identification through fusion of spectral, textural, and spectral index features

Jianhua Liu, Chenglong Zhang, [ ... ], Wenjun Xia

A novel bridge wind-induced vibration response prediction algorithm based on temporal convolution network

Youlai Qu, Xiangrong Bai, Tianhao Zhu, Shixu Zuo

Boundary-aware dual-discriminator generative adversarial network for data augmentation in financial transaction fraud detection

Honghao Zhu, Zhanchao Wang, Yu Xie, Jiamin Yao

When algorithmic managers fail to fulfill their promises: The role of anthropomorphism in shaping justice perceptions

Kyriaki Fousiani, Lorenz Reinold Cremer, Mehmet Çetin, Sabine Raeder

Scenario-based portfolio optimization via bootstrapping and machine learning methods: Theory development and empirical evidence from the Tehran Stock Market

Morteza Amini, Sajedeh Javadi, Majid Soleimani-damaneh

Design and development of a convolutional neural network based on human cognitive attention mechanism for automatic classification of leukemia

Mohammad Zolfaghari, Mohammad Saniee Abadeh, Hedieh Sajedi

Comparison of machine learning methods in forecasting and characterizing the birch and grass pollen season

Daniel Bulanda, Małgorzata Bulanda, [ ... ], Dorota Myszkowska

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