6 Result(s)
within
English
Engineering
Complexity
Computational Intelligence
Data Structures and Information Theory
Zhigang **
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Article
Open AccessEnhancing hierarchical surrogate-assisted evolutionary algorithm for high-dimensional expensive optimization via random projection
By remarkably reducing real fitness evaluations, surrogate-assisted evolutionary algorithms (SAEAs), especially hierarchical SAEAs, have been shown to be effective in solving computationally expensive optimiza...
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Article
Open AccessMultiplex network embedding for implicit sentiment analysis
As one of the hot research directions in natural language processing, sentiment analysis has received continuous and extensive attention. Different from explicit sentiment words indicating sentiment polarity, ...
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Article
Open AccessMemristor crossbar architectures for implementing deep neural networks
The paper presents memristor crossbar architectures for implementing layers in deep neural networks, including the fully connected layer, the convolutional layer, and the pooling layer. The crossbars achieve p...
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Article
Open AccessTopology-based UAV path planning for multi-view stereo 3D reconstruction of complex structures
This paper introduces a new UAV path planning method for creating high-quality 3D reconstruction models of large and complex structures. The core of the new method is incorporating the topology information of ...
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Article
Open AccessLTACL: long-tail awareness contrastive learning for distantly supervised relation extraction
Distantly supervised relation extraction is an automatically annotating method for large corpora by classifying a bound of sentences with two same entities and the relation. Recent works exploit sound performa...
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Article
Open AccessMemristive crossbar-based circuit design of back-propagation neural network with synchronous memristance adjustment
The performance improvement of CMOS computer fails to meet the enormous data processing requirement of artificial intelligence progressively. The memristive neural network is one of the most promising circuit ...
