Prediction-guided hierarchical clustering for population-level regression

Subjects: “…Big data and data science…”
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Federated and privacy-preserving learning in neurological imaging: a systematic review of frameworks, applications, and evidence gaps

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FRM-Miner: efficient motif discovery in large collections of time series

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Data-efficient calibration transfer across operational weather regimes for probabilistic airport hazard prediction

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Impact of hope-inducing communication on online consumer sentiment and engagement

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A granular-ball intuitionistic fuzzy twin support vector machine with RVFL-based feature enhancement for imbalance learning

Subjects: “…Big data and data science…”
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A multilayer transformers fusion model with gating network for multimodal emotion recognition

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A note on shrinkage regularization in semi-parametric regression trees

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Benchmarking large language models for target-based financial sentiment and stock return

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Handling extreme imbalanced multi-class data with MCDO-BR: a diversity-based synthetic over-sampling technique

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Multimodal machine learning in real estate appraisal: models, data, and trends

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Common sense testing and sanity checks in machine learning

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WPFormer: a wavelet-periodic fusion transformer with multi-band filtering for long-term time series forecasting

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Comparison of federated learning frameworks for discrete event manufacturing systems

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An optimal CSBO-based detection and classification of breast cancer using deep SAC-LSTM design from histopathological image

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Sequence-aware models for predicting online purchase conversion from clickstream data: a leakage-aware benchmark study with calibration, value, and interpretability

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Effective query-independent vector pruning for dense retrieval

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Mapping heritage digitalization research through openAlex: a large-scale scientometric analysis with hybrid semantic classification

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GAN-powered oversampling with strengthened sample distribution for class overlapping imbalanced data

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Adaptive gradient-norm weighting for improved domain adversarial training

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