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Decision tree learning

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

published 27 May 2026

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

Afridi Rahman Bondhon, Emon Kumar Dey

published 20 May 2026

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

Bin Du, Wei Qi, Haibo Bai

published 14 May 2026

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

Shucheng Feng, Wei He, Li Jiang, Manlin Chen

published 05 May 2026

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

Yanping Guo, Xuemei Wang, Dun Li, Kunyu Li, Qian Zhang

published 30 Apr 2026

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

Sara Karim, Ekramul Haque Tusher, Abdur Rahman, Riadul Islam Rabbi, K. O. Anwar, Khair Razlan Othman

published 30 Apr 2026

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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

published 29 Apr 2026

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Toward leveraging intrinsic point cloud features in 3D adversarial attacks

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

published 21 Apr 2026

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

Mubtasim Kamal Dihan, Abdullah, Amina, Faisal Hussain, Md Moniruzzaman, Md Sakhawat Hossen

published 13 Apr 2026

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

Yunus Güral

published 03 Apr 2026

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

Dianyuan Ju, Xiaoyu Ma, Rongfeng Zhang, Zhao Liu, Xiaohong Wang, Bing Huang

published 24 Mar 2026

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Interpretable crop pest and disease identification based on comparative concept tree

Bingjing Jia, Zhiwei Zheng, Jinyu Zeng, Lei Shi, Hua Ge, Chenguang Song

published 12 Mar 2026

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Artificial intelligence–Driven detection and decision support system for precision management of maize downy mildew

Jadesha G, Anurag Dhole, Deepak D

published 09 Mar 2026

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