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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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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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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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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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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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The LASSO path as a feature importance proxy
Published in JDSA (2026)Subjects: “…Big data and data science…”
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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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MiniRFANN: Range-Filtered Approximate Vector Similarity Search on Edge Devices
Published in DSE (2026)Subjects: “…Big data and data science…”
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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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Synthetic data through combinatorial optimization of pairwise probabilities
Published in JDSA (2026)Subjects: “…Big data and data science…”
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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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A Data-Driven Approach for Autism Spectrum Disorder Screening
Published in IEEE Access (2026)Get full text
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Multimodal Data Curation Through Ranked Retrieval
Published in ArXiv cs.IR Recent Papers (2026)Get full text