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Decision tree learning

NLOS/LOS identification with LightGBM ensemble

Xiaofeng Yang, Zhao Wu, Danlei Mo

Interpretable machine learning with Bayesian optimization for bond strength prediction of steel reinforcement in geopolymer concrete

Viet Hung Tran, Viet Hai Hoang, Quang Minh Tran

Stylistic analysis of translated languages: A perturbation-based XAI deep learning framework

Dan Feng Huang, Dennis Tay

Benchmark of biomarker identification and prognostic modeling methods on diverse censored data

Wesley Fletcher, Samiran Sinha

Machine learning approaches for predicting preventive maintenance costs of expressways in Xinjiang

Chunyan Jia, Jianhui An, Shengqiang Ma, Xiaomin Dai

Focusing on legal cases: Automatic classification of legal documents with sentence embeddings and deep learning models

Fawaz Khaled Alarfaj

Development of an exploratory prediction model for preoperative CK19 expression in esophageal cancer driven by radiomics and machine learning

Jiafu Yang, Sicheng Wang, [ ... ], Yangkang Li

A taxonomy for detecting and preventing temporal data leakage in machine learning-based build prediction: A dual-platform empirical validation

Lalit Narayan Mishra, Amit Rangari, Sandesh Nagrare, Saroj Kumar Nayak

Toward transparent intelligence: Explainable stacked ensembles learning for LiDAR point cloud segmentation

Afridi Rahman Bondhon, Emon Kumar Dey

Interpretable prediction of dynamic compressive strength of red sandstone under wetting-drying cycles using ensemble learning

Bin Du, Wei Qi, Haibo Bai

A new extended belief rule base method based on neighborhood covering reduction for diabetes diagnosis

Shucheng Feng, Wei He, Li Jiang, Manlin Chen

Estimation of soil salt content in the oasis tillage layer based on hyperspectral transformation and model combination

Yanping Guo, Xuemei Wang, [ ... ], Qian Zhang

Revolutionizing nanosatellites’ data integrity with SEEnet: A real-time ensemble learning approach for Single-Event Effect (SEE) prediction

Sara Karim, Ekramul Haque Tusher, [ ... ], Khair Razlan Othman

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