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Decision tree learning

Optimization of carbon footprint management model of electric power enterprises based on artificial intelligence

Liangzheng Wu, Kaiman Li, Yan Huang, Zhengdong Wan, Jieren Tan

published 03 Jan 2025

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Investigating the contributors to hit-and-run crashes using gradient boosting decision trees

Baorui Han, Haibo Huang, Gen Li, Chenming Jiang, Zhen Yang, Zhenjun Zhu

published 03 Jan 2025

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Predicting learning achievement using ensemble learning with result explanation

Tingting Tong, Zhen Li

published 02 Jan 2025

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An investigation of feature reduction, transferability, and generalization in AWID datasets for secure Wi-Fi networks

Nashmia Khalid, Sadaf Hina, Khurram Shabih Zaidi, Tarek Gaber, Lee Speakman, Zainab Noor

published 02 Jan 2025

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

Amon Masache, Precious Mdlongwa, Daniel Maposa, Caston Sigauke

published 11 Dec 2024

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A fact based analysis of decision trees for improving reliability in cloud computing

Muhammad Asim Shahid, Muhammad Mansoor Alam, Mazliham Mohd Su’ud

published 03 Dec 2024

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Instant prediction of scientific paper cited potential based on semantic and metadata features: Taking artificial intelligence field as an example

Hou Zhu, Li Shuhuai

published 02 Dec 2024

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Analyzing and predicting short-term substance use behaviors of persons who use drugs in the great plains of the U.S.

Nguyen Thach, Patrick Habecker, Bergen Johnston, Lillianna Cervantes, Anika Eisenbraun, Alex Mason, Kimberly Tyler, Bilal Khan, Hau Chan

published 27 Nov 2024

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Nonlinear effects of traffic statuses and road geometries on highway traffic accident severity: A machine learning approach

Yao Liang, Hongxia Yuan, Zhenwu Wang, Zhongjin Wan, Tiantian Liu, Bing Wu, Shijie Chen, Xiaobo Tang

published 22 Nov 2024

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

Izaz Ahmmed Tuhin, Md. Rajib Mia, Md. Monirul Islam, Imran Mahmud, Henry Fabian Gongora, Carlos Uc Rios, Imran Ashraf, Md. Abdus Samad

published 14 Nov 2024

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Prediction model and technical and tactical decision analysis of women’s badminton singles based on machine learning

Hanguang Yuan, Yaodong Wang, Kairan Yang, Yulu Bin

published 14 Nov 2024

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Advancing ensemble learning techniques for residential building electricity consumption forecasting: Insight from explainable artificial intelligence

Jihoon Moon, Muazzam Maqsood, Dayeong So, Sung Wook Baik, Seungmin Rho, Yunyoung Nam

published 14 Nov 2024

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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

published 11 Nov 2024

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