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Decision tree learning

Early warning of telecom enterprise customer churn based on ensemble learning

Yancong Zhou, Wenyue Chen, Xiaochen Sun, Dandan Yang

published 11 Oct 2023

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An interpretable machine learning framework for diagnosis and prognosis of COVID-19

Yongxian Fan, Meng Liu, Guicong Sun

published 21 Sep 2023

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Research on recognition and intervention of behavior sequences in virtual museum learning

Xinyi Wu, Xiaohui Chen, Jingwen Zhao, Tingting He, Yongsheng Xie, Chenyang Ma, Wei Wang

published 05 Sep 2023

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A distributed SDN-based intrusion detection system for IoT using optimized forests

Ke Luo

published 30 Aug 2023

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Multivariate wind power curve modeling using multivariate adaptive regression splines and regression trees

Khurram Mushtaq, Runmin Zou, Asim Waris, Kaifeng Yang, Ji Wang, Javaid Iqbal, Mohammed Jameel

published 28 Aug 2023

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SoccerNet: A Gated Recurrent Unit-based model to predict soccer match winners

Jassim AlMulla, Mohammad Tariqul Islam, Hamada R. H. Al-Absi, Tanvir Alam

published 01 Aug 2023

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Examining influencing factors of express delivery stations’ spatial distribution using the gradient boosting decision trees: A case study of Nanjing, China

Qianhui He, Shijie Sun

published 14 Jul 2023

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Towards an objective theory of subjective liking: A first step in understanding the sense of beauty

S. Mazzacane, M. Coccagna, F. Manzella, G. Pagliarini, V. A. Sironi, A. Gatti, E. Caselli, G. Sciavicco

published 23 Jun 2023

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Developing interpretable machine learning-Shapley additive explanations model for unconfined compressive strength of cohesive soils stabilized with geopolymer

Anh Quan Ngo, Linh Quy Nguyen, Van Quan Tran

published 08 Jun 2023

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Predicting congenital syphilis cases: A performance evaluation of different machine learning models

Igor Vitor Teixeira, Morgana Thalita da Silva Leite, Flávio Leandro de Morais Melo, Élisson da Silva Rocha, Sara Sadok, Ana Sofia Pessoa da Costa Carrarine, Marília Santana, Cristina Pinheiro Rodrigues, Ana Maria de Lima Oliveira, Keduly Vieira Gadelha, Cleber Matos de Morais, Judith Kelner, Patricia Takako Endo

published 02 Jun 2023

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Using Artificial Intelligence (AI) to predict organizational agility

Niusha Shafiabady, Nick Hadjinicolaou, Fareed Ud Din, Binayak Bhandari, Robert M. X. Wu, James Vakilian

published 10 May 2023

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Interpretable machine learning with tree-based shapley additive explanations: Application to metabolomics datasets for binary classification

Olatomiwa O. Bifarin

published 04 May 2023

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A novel performance scoring quantification framework for stress test set-ups

Tal Kozlovski, Jeffrey M. Hausdorff, Ori Davidov, Nir Giladi, Anat Mirelman, Yoav Benjamini

published 27 Apr 2023

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