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Data mining

Analysing factors influencing railway accidents: A predictive approach using multinomial logistic regression and data mining

Jaroslav Mašek, Lucia Duricova, Juraj Čamaj

published 07 Oct 2025

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Exploration of association rule mining between lost-linking features and modes of loan customers using the FP-growth algorithm for risk warning strategies

Jiaqi Wang, Xiaolong Jiang, Yizhou He, Biyu Guan, Chao Deng

published 23 Sep 2025

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Capybara: Efficient estimation of generalized linear models with high-dimensional fixed effects

Mauricio Vargas Sepulveda

published 16 Sep 2025

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Long sequence temporal knowledge tracing for student performance prediction via integrating LSTM and informer

Ailian Gao, Zenglei Liu

published 09 Sep 2025

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Bundle recommendation methods considering rating data differences for online retailers

Yan Fang, Qiuqin An, Xue Jin, Ying Liu

published 03 Sep 2025

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Research of text paraphrase generation based on self-contrastive learning

Ling Yuan, Hai Ping Yu, Junlin Ren, Ping Sun

published 02 Sep 2025

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An improved YOLOv8s-based UAV target detection algorithm

Xinwei Wang, Yue Hu, Qing Liang, Yujie He, Li Zhou

published 21 Aug 2025

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RETRACTED: Physical fitness characteristics and comprehensive physical fitness evaluation model of basketball players based on association rule algorithm

Yongkang Ding

published 29 Jul 2025

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Hybrid feature selection framework for enhanced credit card fraud detection using machine learning models

Al Mahmud Siam, Pankaj Bhowmik, Md Palash Uddin

published 16 Jul 2025

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Study on the mechanism of mining-induced pressure mitigation in gangue backfill mining and the sensitivity analysis of main controlling factors

Lei Zhu, Yunong Xu, Chengyong Liu, Yuejin Zhou, Wenzhe Gu, Cunli Zhu, Zhicheng Liu

published 11 Jul 2025

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RETRACTED: TGEL-transformer: Fusing educational theories with deep learning for interpretable student performance prediction

Yuhao Gong, Fei Wang, Yuchen Zhang, Jiaqi Geng

published 30 Jun 2025

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Enhancing student success prediction in higher education with swarm optimized enhanced efficientNet attention mechanism

Meshari Alazmi, Nasir Ayub

published 30 Jun 2025

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Comparative investigation of bagging enhanced machine learning for early detection of HCV infections using class imbalance technique with feature selection

Ekramul Haque Tusher, Mohd Arfian Ismail, Abdullah Akib, Lubna A. Gabralla, Ashraf Osman Ibrahim, Hafizan Mat Som, Muhammad Akmal Remli

published 26 Jun 2025

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