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Decision tree learning

A novel performance scoring quantification framework for stress test set-ups

Tal Kozlovski, Jeffrey M. Hausdorff, [ ... ], Yoav Benjamini

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

Wentian Shang, Lijun Deng, Jian Liu, Yukai Zhou

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

Amon Masache, Precious Mdlongwa, Daniel Maposa, Caston Sigauke

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

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

Predicting one-year post-surgical recurrence in colorectal liver metastasis using CT radiomics and machine learning

Ningxin Chen, Boyang Zang, Yangjia Chen

Adaptive TreeHive: Ensemble of trees for enhancing imbalanced intrusion classification

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

Genre-aware user profiling using duration count matrices: A novel approach to enhancing content recommendation systems

Ali Alqazzaz, Zunaira Anwar, [ ... ], Asadullah Shaikh

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

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

Research on the effect of multiple credit ratings from the perspective of financial regulatory systems in Chinese bond market

Xiangyun Zhou, Huiling Wang, Luping Zhang

Leveraging spatial data infrastructure for machine learning based building energy performance prediction

Suleyman Sisman, Abdullah Kara, Arif Cagdas Aydinoglu

ETHIAD: A novel explainable model for detecting illicit accounts on Ethereum

Jiarong Lu, Bin Liao, Yi Liu, Kutorzi Edwin Yao

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