ScienceDirect Publication: Information Sciences rss.sciencedirect.com

Neighborhood combination entropy-based label distribution feature selection with instance similarity and feature redundancy

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A sparse attention framework for high-dimensional undirected sparse networks

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Multi-criteria probabilistic sorting method: interval utility regression within the regularization framework

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A three-way decision-making approach for incomplete heterogeneous information systems: enhancing enterprise performance evaluation

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REMO/FUSE: Relation-based surrogate evolutionary optimization for expensive multiobjective feature selection in high-dimensional medical data

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DCA-Net: Graph-based dependent sampling and dynamic context association for biomedical trigger detection

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Average consensus of heterogeneous nonlinear multi-agent systems over directed topologies in non-ideal, uncertain and faulty environment via distributed resilie...

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BARD: Bidding-augmented response delivery for contextual auction mechanism design

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A granular-ellipsoid generation method suitable for density peak clustering

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Impacts of inter-layer correlations on network structures and spreading dynamics

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Distributed multi-label feature selection via feature-label information granulation

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Short-term electricity load forecasting with multi-frequency reconstruction diffusion

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ChronosRep: Entropy-regularized evidence fusion and stochastic differential trust dynamics for decentralized identity intelligence

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CBiHCL: A collaborative bi-stream hierarchical contrastive learning for fault diagnosis under unseen working conditions

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S 3 CE-net: Spike-guided spatiotemporal semantic coupling and expansion network for long sequence event re-identification

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GEAF: A label noise filtering method based on adaptive partitioning of granular ellipsoids

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Evolutionary multitasking combined with migration estimation distribution and its application on power electronics system

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Attribute knowledge inheritance and evolution for generalized zero-shot learning

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Cross-chain identity privacy protection scheme based on oblivious transfer protocol and key agreement

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Symmetric Kullback-Leibler divergence to regularize denoising auto encoder for classification

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