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Decision analysis

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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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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A Hybrid convolution neural network for the classification of tree species using hyperspectral imagery

Jian Wang, Yongchang Jiang

published 31 May 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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Automatic exudate and aneurysm segmentation in OCT images using UNET++ and hyperreflective-foci feature based bagged tree ensemble

Rinrada Tanthanathewin, Warissaporn Wongrattanapipat, Tin Tin Khaing, Pakinee Aimmanee

published 24 May 2024

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WilsonGenAI a deep learning approach to classify pathogenic variants in Wilson Disease

Aastha Vatsyayan, Mukesh Kumar, Bhaskar Jyoti Saikia, Vinod Scaria, Binukumar B. K.

published 17 May 2024

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Prediction of heart failure patients with distinct left ventricular ejection fraction levels using circadian ECG features and machine learning

Sona M. Al Younis, Leontios J. Hadjileontiadis, Ahsan H. Khandoker, Cesare Stefanini, Stergios Soulaidopoulos, Petros Arsenos, Ioannis Doundoulakis, Konstantinos A. Gatzoulis, Konstantinos Tsioufis

published 13 May 2024

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Explainable machine learning approach for cancer prediction through binarilization of RNA sequencing data

Tianjie Chen, Md Faisal Kabir

published 10 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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