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Latest research

1. Prioritizing Railway Level Crossing Safety Equipment Using Stabilized and Explainable Machine Learning: A Large-Scale Study of the French Railway Network

   • Nadège Reboul
   • Pierre-Antoine Laharotte
   • Nour-Eddin El Faouzi

   in Data Science for Transportation

   Article 17 June 2026

2. An online learning framework for feature-evolvable data streams with label scarcity

   • Wentao Yu
   • Sanmin Liu
   • Huixian Li

   in Evolving Systems

   Article 17 June 2026

3. System and Method for Identifying the Sentiment and Topic of a User Tweet with a Deep Learning Technique

   • Chinta Someswara Rao
   • Balaka Ramesh Naidu
   • S Rama Gopala Reddy

   in Annals of Data Science

   Article 17 June 2026

4. Histopathological image classification for enhanced diagnosis and prognosis through transfer learning and ensemble vision models

   • Nirjhar Gope
   • Nazmus Sakib
   • Mohammad Anwar Hosen

   in Neural Computing and Applications

   Article Open access 17 June 2026

5. Leveraging large language models to maintain a branded food product database

   • Pascal Hauff
   • Carolin Krems
   • Jan Kohl

   in npj Science of Food

   Article Open access 16 June 2026

6. Improving Selective Classification with Pairwise Queries for Binary Classification

   • Harsh Vardhan
   • Sunav Choudhary
   • Arya Mazumdar

   in Machine Learning

   Article 16 June 2026

7. A Multi-Subgroup Decision-Making Method Based on a Preference Ranking Probability set of Multi-Subgroup Repeated Random Simultaneous Lineups

   • HeLing Meng
   • Li Lin
   • JiaQi Gao

   in International Journal of Fuzzy Systems

   Article 16 June 2026

8. Generalized Image Retrieval with Off-The-Shelf Quantizer

   • Pengpeng Zeng
   • Yihang Duan
   • Hengtao Shen

   in International Journal of Computer Vision

   Article 16 June 2026

9. A deep learning-ensemble framework for Pre-Meiyu season definition and synoptic-local weather classification

   • Li-Huan Hsu
   • Kuan-Ling Lin
   • Yi-Chiang Yu

   in Geoscience Letters

   Article Open access 16 June 2026

10. Enhancing multi-class satellite image classification with MRCL-ELM: a hybrid explainable deep learning approach

    • Md Ashik Ahmmed
    • Rashel Mahmud Rabbi
    • Muhammad E.H. Chowdhury

    in Neural Computing and Applications

    Article Open access 16 June 2026

11. WTO: weighted triangular regions-based oversampling technique for imbalanced classification

    • Jianjian Yan
    • Qicheng Qian
    • Benting Wan

    in Applied Intelligence

    Article 16 June 2026

12. More problems of large language models in comparison with human knowledge

    • Harry Collins
    • Simon Thorne
    • Robert Evans

    in AI & SOCIETY

    Article Open access 16 June 2026

13. Exothermic versus endothermic mixing association with amorphous versus solid-solution outcomes in high-entropy alloys

    • G. W. Strzelecki
    • K. Nowakowska-Langier
    • K. Zdunek

    in Journal of Materials Research

    Article Open access 16 June 2026

14. An experimental study on fairness-aware machine learning for credit scoring problems

    • Huyen Giang Thi Thu
    • Thang Viet Doan
    • Tai Le Quy

    in Digital Finance

    Article Open access 16 June 2026

15. Interpretable Whole-Breast Radiomic Biomarkers for Exploratory Assessment of HER2 + Breast Cancer in Digital Mammography

    • Lucas de Brito Silva
    • Pedro Cunha Carneiro
    • Ana Claudia Patrocinio

    in Journal of Imaging Informatics in Medicine

    Article 15 June 2026

16. A Novel Deep Learning Approach for Multispectral Land Use/Land Cover Classification Using Optimized Feature Selection and Multi-scale Segmentation

    • Surendra Reddy Vinta
    • Sai Srikar Reddy Kolli
    • Anumula Sruthi

    in International Journal of Environmental Research

    Article 15 June 2026

17. Fuzzy Multi-Neighborhood Feature Selection Based on Label Grouping

    • Zhaohui Qi
    • Yuancheng Zeng
    • Jianhua Dai

    in International Journal of Fuzzy Systems

    Article 15 June 2026

18. How deep learning shapes disaster research: a bibliometric analysis

    • Mehmet Ali Çelik
    • Muhammed Ernur Akiner

    in Discover Civil Engineering

    Article Open access 13 June 2026

19. Interpretable machine learning for functional properties prediction of Fe–Si–Al alloys via feature engineering

    • N. N. Nikulchenkov
    • V. A. Milyutin

    in Journal of Materials Science

    Article 13 June 2026

20. Multidomain prediction of education-stratified MoCA-defined mild cognitive impairment in community-dwelling older adults in urban China

    • Zhijian Wu
    • Fan Zhang
    • Fangke Zhao

    in BMC Geriatrics

    Article Open access 12 June 2026

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