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Machine learning

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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Unlocking precision diagnostics: A multimodal framework integrating metabolomics with advanced machine learning techniques

Parisa Shahnazari, Kaveh Kavousi, Hamid Reza Khorram Khorshid, Bahram Goliaei, Reza M. Salek

published 15 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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HybFusion: A holistic Android malware detection framework with advanced feature fusion and ensemble learning

Vu Minh Manh, Cho Do Xuan, Nguyen Thi Khanh Van

published 12 Jun 2026

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