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Deep learning

LXNet: A lightweight CNN for lung disease classification from Chest X-ray with XAI-based interpretability

Juiria Humayan, Md. Najmus Sakib Nahid, Amir Sohel, Md Alamgir Kabir, Md Shakhawat Hossain, Zahid Ullah, Mona Jamjoom

published 17 Jun 2026

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Automated classification of natural habitats using ground-level imagery

Mahdis Tourian, Remy Vandaele, Sareh Rowlands, Max Fancourt, Rebecca Mein, Bethany Hadfield, Alison Saunders, Sophie Potter, Amy Woodget, Hywel T. P. Williams

published 17 Jun 2026

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A hybrid transformer-BiLSTM model optimized with Firefly Algorithm for network traffic anomaly detection

Debiao Luo, Weijie Wang, Xinyue Liu, Wen Yang, Ke Hu, Jia Zhang

published 17 Jun 2026

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A two stage statistical framework for cold start spare part demand forecasting

Sendhil Nathan B, Veera Siva Reddy B, Chandrasekhara Sastry C, Sachin Salunkhe, Robert Cep, Santi Jitpichitchai

published 16 Jun 2026

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EMP: Enhanced Multi-modal Prediction for fashion sales using Fourier Mapping and ERP-based contrastive learning

Sanguk Park, Byungyoon Park, Seohyun Lee, Subin Shin, Wooju Kim

published 16 Jun 2026

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Unimodal vs. multimodal deep learning for non-invasive MGMT promoter methylation prediction in glioblastoma: A systematic evaluation on the BraTS 2021 dataset

Freddy Oulia, Philippe Charton, Muhammad Kabir, Fabrice Gardebien, Cédric Damour, Frederic Cadet

published 12 Jun 2026

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Empowering rural governance with digital technology: Deep learning models for automated detection of rural buildings using remote sensing images

Jingling Zhong, Youcai Xie, Lixia Li, Chuanlin Shi

published 12 Jun 2026

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Real-time detection of rare roadside obstacles using YOLOv8-n in autonomous vehicles

Afeera Bint-e Tanveer, Muhammad Ayoub Kamal, Muhammad Mansoor Alam, Mazliham Mohd Su’ud

published 12 Jun 2026

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Multi-scale feature integration with enhanced cytomorph for high-accuracy cervical cytology classification

Elif İlgazi Kılıç, Şafak Kılıç

published 10 Jun 2026

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Verification of historical sketches via one-class learning on compact feature representations

Hassan Ugail, Jan Ritch-Frel, Irina Matuzava, David G. Stork

published 10 Jun 2026

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Explainable IAOA-CNN-CBAM-SVR model for predicting air consumption of auxiliary nozzles with limited sample size

Min Shen, Yongbo Cao, Xiaoshuang Xiong, Zhen Wang, Lianqing Yu, Xuezheng Yang, Yongfa Lv

published 05 Jun 2026

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Focusing on legal cases: Automatic classification of legal documents with sentence embeddings and deep learning models

Fawaz Khaled Alarfaj

published 05 Jun 2026

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A U-Net model for epidermal segmentation in optical coherence tomography images of actinic keratosis

Theofanis Angelis, Peter A. Philipsen, Vinzent K. Ortner, Gabriella Fredman, Merete Haedersdal, Gavrielle R. Untracht

published 05 Jun 2026

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