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Decision analysis

A machine learning framework for predicting fuel consumption and CO₂ emissions in hybrid and combustion vehicles: comparative analysis and performance evaluation

Rania A. Ibrahim, Nahla E. Zakzouk

Comparative investigation of bagging enhanced machine learning for early detection of HCV infections using class imbalance technique with feature selection

Ekramul Haque Tusher, Mohd Arfian Ismail, [ ... ], Muhammad Akmal Remli

A population spatialization method based on the integration of feature selection and an improved random forest model

Zhen Zhao, Hongmei Guo, [ ... ], Zonghang He

Classification and Regression Trees analysis identifies patients at high risk for kidney function decline following hospitalization

Weihao Wang, Wei Zhu, [ ... ], Farrukh M. Koraishy

Adaptive TreeHive: Ensemble of trees for enhancing imbalanced intrusion classification

Mahbub E. Sobhani, Anika Tasnim Rodela, Dewan Md. Farid

StackIL10: A stacking ensemble model for the improved prediction of IL-10 inducing peptides

Izaz Ahmmed Tuhin, Md. Rajib Mia, [ ... ], Md. Abdus Samad

An integrated UAV growth monitoring model of Cinnamomum camphora based on whale optimization algorithm

Rongxin Gong, Haina Zhang, [ ... ], Rongxiu Xie

Enhancing reliability in electrical grids: A hybrid machine learning approach for electrical faults classification

Momotaz Begum, Ariful Islam Shiplu, [ ... ], Hezerul bin Abdul Karim

Multi-disturbance identification from mine wind-velocity data based on MSSW and WPT-GBDT

Wentian Shang, Lijun Deng, Jian Liu, Yukai Zhou

Machine learning based method for analyzing vibration and noise in large cruise ships

Wenwei Wu, Tao He, [ ... ], Lei Chen

Forecasting urban air quality in Paris using ensemble machine learning: A scalable framework for environmental management

Somia A. Asklany, Doaa Mohammed, [ ... ], Wajdan Al Malwi

Construction and application of machine learning models for predicting intradialytic hypotension

Pingping Wang, Ningjie Xu, [ ... ], Kedan Cai

Short-term forecasting of solar irradiance using decision tree-based models and non-parametric quantile regression

Amon Masache, Precious Mdlongwa, Daniel Maposa, Caston Sigauke

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