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Decision tree learning

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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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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An integrated UAV growth monitoring model of Cinnamomum camphora based on whale optimization algorithm

Rongxin Gong, Haina Zhang, Xianghui Lu, Haolong Wan, Yue Zhang, Xin Luo, Jie Zhang, Rongxiu Xie

published 21 Jun 2024

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Dependency-aware action planning for smart home

Jongjin Kim, Jaeri Lee, Jeongin Yun, U. Kang

published 18 Jun 2024

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Novel artificial intelligence assisted Landsat-8 imagery analysis for mango orchard detection and area mapping

Muhammad Usama Tanveer, Kashif Munir, Ali Raza, Mubarak S. Almutairi

published 14 Jun 2024

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Exploring the power of data mining for uncovering traditional medicinal plant knowledge: A case study in Shahrbabak, Iran

Hossein Bibak, Farzad Heydari, Mohammad Sadat-Hosseini

published 10 Jun 2024

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Customer churn modeling in telecommunication using a novel multi-objective evolutionary clustering-based ensemble learning

Kaveh Faraji Googerdchi, Shahrokh Asadi, Seyed Mohammadbagher Jafari

published 06 Jun 2024

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Does lifelong learning matter for the subjective wellbeing of the elderly? A machine learning analysis on Singapore data

Zheng Fang, Nicholas Sim

published 05 Jun 2024

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