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Decision analysis

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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Investigating molecular descriptors in cell-penetrating peptides prediction with deep learning: Employing N, O, and hydrophobicity according to the Eisenberg scale

Juliana Auzier Seixas Feio, Ewerton Cristhian Lima de Oliveira, Claudomiro de Souza de Sales Junior, Kauê Santana da Costa, Anderson Henrique Lima e Lima

published 13 Jun 2024

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The efficacy of machine learning models in lung cancer risk prediction with explainability

Refat Khan Pathan, Israt Jahan Shorna, Md. Sayem Hossain, Mayeen Uddin Khandaker, Huda I. Almohammed, Zuhal Y. Hamd

published 13 Jun 2024

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Application of an ensemble CatBoost model over complex dataset for vehicle classification

Pemila M., Pongiannan R. K., Narayanamoorthi R., Kareem M. AboRas, Amr Youssef

published 12 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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