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Decision tree learning

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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An ensemble classification method based on machine learning models for malicious Uniform Resource Locators (URL)

Suresh Sankaranarayanan, Arvinthan Thevar Sivachandran, Anis Salwa Mohd Khairuddin, Khairunnisa Hasikin, Abdul Rahman Wahab Sait

published 31 May 2024

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Analysis and interpretability of machine learning models to classify thyroid disease

Sumya Akter, Hossen A. Mustafa

published 31 May 2024

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Lumbar spine MRI annotation with intervertebral disc height and Pfirrmann grade predictions

Friska Natalia, Sud Sudirman, Daniel Ruslim, Ala Al-Kafri

published 10 May 2024

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E-CLEAP: An ensemble learning model for efficient and accurate identification of antimicrobial peptides

Si-Cheng Wang

published 09 May 2024

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