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Article
MGMFN: Multi-graph and MLP-mixer fusion network for Chinese social network sentiment classification
Sentiment analysis (SA) in social networks plays a vital role in the current information industry era. It has a broad application basis and crucial practical significance for research in public opinion analysi...
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Article
A hybrid style transfer with whale optimization algorithm model for textual adversarial attack
Deep learning has been widely used in various research fields. However, researchers have discovered that deep learning models are vulnerable to adversarial attacks. Existing word-level attacks can be seen as a...
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Article
Correction to: TMHSCA: a novel hybrid two-stage mutation with a sine cosine algorithm for discounted {0-1} knapsack problems
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Article
TMHSCA: a novel hybrid two-stage mutation with a sine cosine algorithm for discounted {0-1} knapsack problems
The discounted {0-1} knapsack problem (DKP) is an NP-hard problem that is more challenging than the classical knapsack problem. In this paper, an enhanced version of the sine-cosine algorithm (SCA) called TMHS...
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Article
STGHTN: Spatial-temporal gated hybrid transformer network for traffic flow forecasting
Accurate traffic forecasting is a critical function of intelligent transportation systems, which remains challenging due to the complex spatial and temporal dependence of traffic data. GNN-based traffic foreca...
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Article
HWOA: an intelligent hybrid whale optimization algorithm for multi-objective task selection strategy in edge cloud computing system
Edge computing is a popular computing modality that works by placing computing resources as close as possible to the sensor data to relieve the burden of network bandwidth and data centers in cloud computing. ...