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Machine 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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Screening disease feature genes and analyzing correlations with immune cell infiltration in knee osteoarthritis chondrocytes based on multiple machine learning algorithms

Jing-le Zhuge, Xi-yong Li, Yong-le Wang, Juan-fen Ma

published 16 Jun 2026

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Benchmark of biomarker identification and prognostic modeling methods on diverse censored data

Wesley Fletcher, Samiran Sinha

published 16 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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Digital media pattern design compression and optimization method based on K-means clustering and LLE dimensionality reduction

Binmei Liu, Shiwan Zhou, Jing Sun, Xiaojuan Liu, Wenting Lu

published 16 Jun 2026

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Diagnostic performance of discriminant formulas and machine learning models for detecting β-thalassemia trait in Bangladesh

Rumana Mahtarin, Kasrina Azad, Rakib Bin Mahbub Talukder, Rynak Rahmat, Suzana Chowdhury Nitu, Arif Mahmud Howlader, Mohabbat Hossain, Mst. Sharmin Aktar Mukta, Mohammad Tanbir Habib, Abu Bakar Siddik, Nishat Sultana, Zannat Kawser, Umme Kulsum, Faisal Zainal Abedin, Nusrat Sultana, Md. Ahashan Habib, A. K. M. Ekramul Hossain, Farjana Akther Noor, Ahmad Zubair Mahdi, Muhammad Asaduzzaman, Emran Kabir Chowdhury, Md Rofiqur Rahman, Firdausi Qadri, Mst. Noorjahan Begum, A. H. M. Nurun Nabi

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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Data subdivision approach enhances machine learning-based mortality prediction in pediatric ICU patients

Wenqian Chen, Benjamin Lee, Zexi Zang, Junfeng Li, Lingna Huang, Hang Xing, Yanli Ren

published 16 Jun 2026

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Machine learning approaches for predicting preventive maintenance costs of expressways in Xinjiang

Chunyan Jia, Jianhui An, Shengqiang Ma, Xiaomin Dai

published 16 Jun 2026

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Explainable machine learning reveals diverse yield-determining factors among Thai rice farmer cohorts: Implications for targeted agricultural support

Manusnan Suriyalaksh, Benjapon Prommawin, Pimkhuan Hannanta-anan, Tanee Sreewongchai, Parichart Promchote, Sutkhet Nakasathien

published 15 Jun 2026

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Automatic early detection of pathological signs following primary total hip arthroplasty using radiographs, clinical scores, and comorbidities

Sarah Galante, Anna Corti, Riccardo Stuani, Katia Chiappetta, Mattia Loppini, Valentina D. A. Corino

published 15 Jun 2026

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