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Decision tree learning

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

Multi-task gradient boosting with multi-modal molecular representations for simultaneous prediction of drug clearance and volume of distribution

Gyu-Seong Lee, Hyeong-Gyu Choi, Dae-Keun Park, Hyo Young Kim

Toward leveraging intrinsic point cloud features in 3D adversarial attacks

Hanieh Naderi, Chinthaka Dinesh, Ivan V. Bajić, Shohreh Kasaei

PoPI: A machine learning-based consensus mechanism for blockchain-enabled IoT systems

Mubtasim Kamal Dihan, Abdullah, [ ... ], Md Sakhawat Hossen

Comparative evaluation of machine learning models for predicting Cimbex quadrimaculata population density across multiple problem formulations

Yunus Güral

28-day cement strength prediction via transformer-based feature extraction and XGBoost

Dianyuan Ju, Xiaoyu Ma, [ ... ], Bing Huang

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