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Article
Open AccessRetraction Note: Features optimization selection in hidden layers of deep learning based on graph clustering
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Chapter and Conference Paper
Graph Similarity Based on Optimal Transmission for Optimal Deployment of Intelligent Wireless Sensor Networks
A graph similarity-based optimal deployment algorithm is proposed in this paper to find sensor nodes that can effectively recognize tasks in intelligent wireless sensor networks. A variational graph auto-encod...
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Chapter and Conference Paper
Dynamic Optimization Deployment of Wireless Sensor Networks Based on TPWRLS Graph Construction and VFA
With the in-depth research and rapid development of wireless sensor networks (WSNs), dynamic optimization deployment technology has emerged as a research hotspot, aiming to improve the network monitoring effec...
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Article
Open AccessRETRACTED ARTICLE: Features optimization selection in hidden layers of deep learning based on graph clustering
As it is widely known, big data can comprehensively describe the inherent laws governing various phenomena. However, the effective and efficient analysis of available data has become a major challenge in the f...
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Article
Open AccessOptimal deployment of large-scale wireless sensor networks based on graph clustering and matrix factorization
It is undeniable that there are a large number of redundant nodes in a wireless sensor network. These redundant nodes cause a colossal waste of resources and seriously threaten the life of the sensor network. ...
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Chapter and Conference Paper
Optimal Deployment of Large-Scale Wireless Sensor Network Based on Topological Potential Adaptive Graph Clustering
This paper proposed an optimal deployment algorithm for large-scale wireless sensor networks based on graph topology. The algorithm mines the intrinsic property of sensor measurement data as node quality throu...
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Chapter and Conference Paper
Gas Sensing Properties of Molecular Sieve Modified 3DIO ZnO to Ethanol
In order to detect the safe driving area in a non-invasive and accurate way in practical application, the architecture of three-dimensional inverse opal (3DIO) ZnO and molecular sieve modified 3DIO ZnO gas sen...
