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Decision tree learning

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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Predicting microbe organisms using data of living micro forms of life and hybrid microbes classifier

Ali Raza, Furqan Rustam, Hafeez Ur Rehman Siddiqui, Isabel de la Torre Diez, Imran Ashraf

published 20 Apr 2023

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Multi-disturbance identification from mine wind-velocity data based on MSSW and WPT-GBDT

Wentian Shang, Lijun Deng, Jian Liu, Yukai Zhou

published 18 Apr 2023

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Expected goals in football: Improving model performance and demonstrating value

James Mead, Anthony O’Hare, Paul McMenemy

published 05 Apr 2023

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Classification of truck-involved crash severity: Dealing with missing, imbalanced, and high dimensional safety data

Seyed Iman Mohammadpour, Majid Khedmati, Mohammad Javad Hassan Zada

published 22 Mar 2023

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Machine learning estimation of crude oil viscosity as function of API, temperature, and oil composition: Model optimization and design space

Daihong Li, Xiaoyu Zhang, Qian Kang

published 17 Feb 2023

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Energy consumption prediction using the GRU-MMattention-LightGBM model with features of Prophet decomposition

Shaokun Liang, Tao Deng, Anna Huang, Ningxian Liu, Xuchu Jiang

published 17 Jan 2023

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