ScienceDirect Publication: Information Sciences rss.sciencedirect.com

GDiffuASR: sequential recommendation with guided diffusion augmentation

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A novel probabilistic linguistic recommendation mechanism for detection of online fake reviews and alternative interaction evaluation

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CGCCE-Net: Change-guided cross correlation enhancement network for remote sensing building change detection

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Post-hoc explainability of graph neural networks: A comprehensive survey

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Reinforcement learning-based hierarchical control of multi-agent systems under uncertain semi-Markovian switching networks

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Dual-channel time-aware graph attention network for session-based recommendation

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Mathematical guarantees for trust region policy optimization

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3DAdvBP: Suppressing 3D shape adversarial perturbation by introducing benign perturbation

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BALSO-DTV: Binary artificial locust swarm optimization algorithm boosted with agent motion-based dynamic time-varying S-shaped transfer functions for feature se...

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Dendritic learning-based gravitational waves prediction model

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Unified theory of statistical moments beyond robustness

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EmoContextNet: A real-time adaptive large model with spatiotemporal-spectral fusion for multi-context facial emotion recognition

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Temporal dependencies and global context fusion: A hybrid transformer-LSTM framework for adaptive option pricing in dynamic financial markets

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Dynamic programming for the exact pareto front in multi-objective discretization of imbalanced datasets

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A general profit evaluation metric for optimizing profitability of machine learning classifiers in credit risk management

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Trajectory semantics-based graph convolutional network for taxi demand forecasting

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EZ-check: Explainable zero-shot knowledge extraction and fact checking using knowledge graphs

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TQPP: A Trust, quality and privacy preserving data collection scheme for mobile crowdsensing

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OTML-MF: A collaborative filtering recommendation algorithm based on multi-dimensional feature fusion and improved LSH

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T-MIA: A membership inference attack via timing side-channel and possible defense scheme

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