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Decision tree learning

Construction and application of machine learning models for predicting intradialytic hypotension

Pingping Wang, Ningjie Xu, Lingping Wu, Yue Hong, Yihui Qu, Zhijian Ren, Qun Luo, Kedan Cai

published 08 Oct 2025

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A hybrid deep learning framework combining transformer and logistic regression models for automatic marine mucilage detection using sentinel-1 SAR data: A case study in Armutlu-Zeytinbağı, Marmara Sea

Enes Bakis, Emrullah Acar, Musa Yilmaz

published 25 Sep 2025

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An encrypted traffic classification method based on autoencoders and convolutional neural networks

Shengwei Xu, Jijie Han, Jianbo Wang, Yijie Bai

published 24 Sep 2025

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Adaptive TreeHive: Ensemble of trees for enhancing imbalanced intrusion classification

Mahbub E. Sobhani, Anika Tasnim Rodela, Dewan Md. Farid

published 19 Sep 2025

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AI-driven analysis of diabetes risk determinants in U.S. adults: Exploring disease prevalence and health factors

Dawid Majcherek, Antoni Ciesielski, Paweł Sobczak

published 03 Sep 2025

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Association between hemoglobin glycation index and 28-day all-cause mortality in acute myocardial infarction patients: Analysis of the MIMIC-IV database

Yue Lv, Lingchen Wei, Ziyue Wang, Zichuan Mu, Jianlin Wu

published 02 Sep 2025

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Predicting one-year post-surgical recurrence in colorectal liver metastasis using CT radiomics and machine learning

Ningxin Chen, Boyang Zang, Yangjia Chen

published 29 Aug 2025

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Error recognition of english translation text based on neural network and fuzzy decision tree

Danqiangyu Zhou

published 29 Aug 2025

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Navigating tenses in Bengali sentences: A stacked ensemble model for enhanced prediction

Umme Ayman, Md. Nahid Hasan, Ms. Nusrat Khan, Ms. Chayti Saha, Md. Fayejullah

published 21 Aug 2025

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Machine learning-based predictive modeling of angina pectoris in an elderly community-dwelling population: Results from the PoCOsteo study

Shahrokh Mousavi, Zahrasadat Jalalian, Sima Afrashteh, Akram Farhadi, Iraj Nabipour, Bagher Larijani

published 05 Aug 2025

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Detection of false position attacks in VANETs through bagging ensemble learning

Bekan Kitaw Mekonen, Lemi Bane, Negasa Berhanu Fite

published 01 Aug 2025

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Machine learning approaches for predicting the link of the global trade network of liquefied natural gas

Pei Zhao, Hao Song, Guang Ling

published 30 Jul 2025

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Adaptive DDoS detection mode in software-defined SIP-VoIP using transfer learning with boosted meta-learner

Rume Elizabeth Yoro, Margaret Dumebi Okpor, Maureen Ifeanyi Akazue, Ejaita Abugor Okpako, Andrew Okonji Eboka, Patrick Ogholuwarami Ejeh, Arnold Adimabua Ojugo, Chris Chukwufunaya Odiakaose, Amaka Patience Binitie, Rita Erhovwo Ako, Victor Ochuko Geteloma, Paul Avwerosuo Onoma, Asuobite ThankGod Max-Egba, Ayei Egu Ibor, Sunny Innocent Onyemenem, Elochukwu Ukwandu

published 26 Jun 2025

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