Search Results - Data Science

  1. Large language models for generative recommendation: a systematic review of data-centric taxonomy, evaluation, and human-centric analytics

    Published in JDSA (2026)
    Subjects: “…Big data and data science…”
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  2. A three-stage feature selection method based on pareto-guided collaborative filtering and two-layer particle swarm optimization

    Published in JDSA (2026)
    Subjects: “…Big data and data science…”
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  3. Grace: a scalable framework for graph embedding with autoencoder-based feature compression and random walks

    Published in JDSA (2026)
    Subjects: “…Big data and data science…”
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  4. Explainability and uncertainty for time-series classification in cryptocurrency data: a hybrid XAI methodology based on COMTE and LEFTIST

    Published in JDSA (2026)
    Subjects: “…Big data and data science…”
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  5. Leveraging large language models for document classification in the banking sector

    Published in JDSA (2026)
    Subjects: “…Big data and data science…”
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  6. The LASSO path as a feature importance proxy

    Published in JDSA (2026)
    Subjects: “…Big data and data science…”
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  7. Enhancing large language models for scientific entity recognition via fully automated self-distillation

    Published in JDSA (2026)
    Subjects: “…Big data and data science…”
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  8. MiniRFANN: Range-Filtered Approximate Vector Similarity Search on Edge Devices

    Published in DSE (2026)
    Subjects: “…Big data and data science…”
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  9. COIN: Graph Contrastive Learning with Orthogonal Continuous Augmentation and Information Balance

    Published in DSE (2026)
    Subjects: “…Big data and data science…”
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  10. Synthetic data through combinatorial optimization of pairwise probabilities

    Published in JDSA (2026)
    Subjects: “…Big data and data science…”
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  11. Hybrid recommendation framework: integrating behavioral clustering, network centrality, and advanced deep learning models

    Published in JDSA (2026)
    Subjects: “…Big data and data science…”
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  12. Estimation of Local Geometric Structure on Manifolds from Noisy Data

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  13. lammpsio: Transparent and reproducible handling of LAMMPS particle data in Python

    Published in Journal of Open Source Software (2025)
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  14. Verification for Timed Automata extended with Unbounded Discrete Data Structures

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  15. A Data-Driven Approach for Autism Spectrum Disorder Screening

    Published in IEEE Access (2026)
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  16. An Autonomous Hybrid Data Partitioning Approach for NewSQL Databases

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  17. corrselect: Fast and flexible predictor pruning for data analysis and modeling

    Published in Journal of Open Source Software (2026)
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  18. Multimodal Data Curation Through Ranked Retrieval

    Published in ArXiv cs.IR Recent Papers (2026)
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  19. International Perspectives on Research Data Management Services in Academic Libraries

    Published in SLIS Student Research Journal (2025)
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  20. Retrieving Information about Taxonomic Expertise from Specimen Data and the Importance of Data Quality for Effective Data Reuse

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