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Decision trees

A machine learning-based prediction of hospital mortality in mechanically ventilated ICU patients

Hexin Li, Negin Ashrafi, Chris Kang, Guanlan Zhao, Yubing Chen, Maryam Pishgar

published 04 Sep 2024

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Mathematical modeling and numerical simulation of supercritical processing of drug nanoparticles optimization for green processing: AI analysis

Khalid Aljohani

published 04 Sep 2024

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Improved pore structure characterization and classification of strong diagenesis sandstones by data-mining analytics in Tazhong area, Tarim Basin

Feng Tian, Xidong Wang, Xinyi Yuan, Di Wang

published 27 Aug 2024

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Machine learning-driven assessment of biochemical qualities in tomato and mandarin using RGB and hyperspectral sensors as nondestructive technologies

Adel H. Elmetwalli, Asaad Derbala, Ibtisam Mohammed Alsudays, Eman A. Al-Shahari, Mahmoud Elhosary, Salah Elsayed, Laila A. Al-Shuraym, Farahat S. Moghanm, Osama Elsherbiny

published 26 Aug 2024

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PredIL13: Stacking a variety of machine and deep learning methods with ESM-2 language model for identifying IL13-inducing peptides

Hiroyuki Kurata, Md. Harun-Or-Roshid, Sho Tsukiyama, Kazuhiro Maeda

published 22 Aug 2024

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A novel framework for enhancing transparency in credit scoring: Leveraging Shapley values for interpretable credit scorecards

Rivalani Hlongwane, Kutlwano Ramabao, Wilson Mongwe

published 12 Aug 2024

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Seismic hazard analysis and financial impact assessment of railway infrastructure in the US West Coast: A machine learning approach

Patcharaporn Maneerat, Panrawee Rungskunroch, Patricia Persaud

published 12 Aug 2024

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Tensile strength analysis of additively manufactured CM 247LC alloy specimen by employing machine learning classifiers

Vijaykumar S. Jatti, Dhruv A. Sawant, Nitin K. Khedkar, Vinaykumar S. Jatti, Sachin Salunkhe, Marek Pagáč, Emad S. Abouel Nasr

published 29 Jul 2024

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Machine learning based method for analyzing vibration and noise in large cruise ships

Wenwei Wu, Tao He, Xiaying Hao, Kaiwei Xu, Ji Zeng, Jiahui Gu, Lei Chen

published 25 Jul 2024

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Integration of machine learning XGBoost and SHAP models for NBA game outcome prediction and quantitative analysis methodology

Yan Ouyang, Xuewei Li, Wenjia Zhou, Wei Hong, Weitao Zheng, Feng Qi, Liming Peng

published 23 Jul 2024

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Explainable machine learning on baseline MRI predicts multiple sclerosis trajectory descriptors

Silvia Campanioni, César Veiga, José María Prieto-González, José A. González-Nóvoa, Laura Busto, Carlos Martinez, Miguel Alberte-Woodward, Jesús García de Soto, Jessica Pouso-Diz, María de los Ángeles Fernández Ceballos, Roberto Carlos Agis-Balboa

published 16 Jul 2024

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Assessing the impact of climate variability on maize yields in the different regions of Ghana—A machine learning perspective

Samuel Asante Gyamerah, Clement Asare, Henry Ofoe Agbi-Kaeser, Frank Baffour-Ata

published 25 Jun 2024

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Advancements in intrusion detection: A lightweight hybrid RNN-RF model

Nasrullah Khan, Muhammad Ismail Mohmand, Sadaqat ur Rehman, Zia Ullah, Zahid Khan, Wadii Boulila

published 21 Jun 2024

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