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Machine learning

A contrastive adversarial encoder for multi-omics data integration

Ma Yinghua, Ahmad Khan, Yang Heng, Fiaz Gul Khan, Afnan Aldhahri, Iftikhar Ahmed Khan

published 16 Oct 2025

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MG-DIFF: A novel molecular graph diffusion model for molecular generation and optimization

Xiaochen Zhang, Shuangxi Wang, Ying Fang, Qiankun Zhang

published 16 Oct 2025

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Beyond health: A machine learning analysis of structural barriers to school attainment in Somalia

Jibril Abdikadir Ali, Mukhtaar Axmed Cumar, Mustafe Khadar Abdi, Abdisalam Hassan Muse, Hodo Abdikarim

published 16 Oct 2025

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Deep memory for deep threats: A novel architecture combining GRUs and deep learning models for IDS

Abdulmajeed Alqhatani, Sajid Mehmood, Rashid Amin, Mohammed S. Alshehri, Asma Hassan Alshehri, Fatima Asiri

published 15 Oct 2025

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VISION: View-specific integrated segmentation-classification framework for accurate brain tumor detection in MRI scans

Namya Musthafa, Mohammad Mehedy Masud, Qurban Memon, Moomal Farhad

published 15 Oct 2025

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Automated software bug severity classification using ensemble machine learning scheme: A real case study

Mohammadreza Namdar, Farnaz Barzinpour, Rassoul Noorossana, Mohammad Saidi-Mehrabad

published 15 Oct 2025

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Music genre classification with modified residual learning and dual neural network

Mohsin Ashraf, Fazeel Abid, Muhammad Owais Raza, Jawad Rasheed, Shtwai Alsubai, Tunc Asuroglu

published 14 Oct 2025

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Automatic modulation classification method using fixed K-means algorithm for feature clustering processing

Li Yuan, Yang Chen

published 14 Oct 2025

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A modulation format recognition and optical signal-to-noise ratio monitoring scheme based on residual network and Taylor score pruning

Jinrong Liang, Yong Bao

published 13 Oct 2025

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A deep learning AI model for determining the relationship between X-Ray detectors and patient positioning in chest radiography

Bo Jiang, Junjiao Hu, Xiaofan Chen, Xiong Wu, Kai Deng, Haitao Yang, Weijun Situ, Shan Jiang

published 13 Oct 2025

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SHAP-enhanced machine learning identifies modifiable obesity predictors across adolescent weight groups: A 2021 YRBSS analysis

Yuhai Peng, Zehan Xu, Songjian Du, Tianyuan Hou, Jin Yan

published 10 Oct 2025

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Advanced deep learning-based brain tumor classification using a novel customized CNN and optimized residual network

Mehwish Rasheed, Sajid Iqbal, Arfan Jaffar, Sheeraz Akram

published 10 Oct 2025

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On the effectiveness of network metrics on key class prediction: An empirical study

Shiyuan Zhou, Wei Wu, Jiale Wang, Hongbing Liu, Chenxiang Yuan

published 10 Oct 2025

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