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Research review of federated learning algorithms
Published 2020-11-01“…In recent years,federated learning has been proposed and received widespread attention to overcome data isolated island challenge.Federated learning related researches were adopted in areas such as financial field,healthcare domain and smart city related application.Federated learning concept was introduced into three different layers.The first layer introduced the definition,architecture,classification of federated learning and compared the federated learning with traditional distributed learning.The second layer presented comparison and analysis of federated learning algorithms from machine learning and deep learning aspects.The third layer separated federated learning optimization algorithms into three aspects to optimize federated learning algorithm through reducing communication cost,selecting proper clients and different aggregation method.Finally,the current research status and three main challenges on communication,heterogeneity of system and data to be solved were concluded,and the future prospects in federated learning domain were proposed.…”
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Research on Collision Detection Algorithm of Dual Manipulator
Published 2021-01-01Get full text
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Intelligent data collection algorithm research for WSNs
Published 2025-02-01“…How to establish efficient, fast, and stable data collection algorithms has become a hot research field. Given this, a dynamic clustering and multi-hop data collection algorithm is proposed based on the neighbor clustering propagation algorithm, low-power adaptive layered routing protocol, and multi-hop priority strategy. …”
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Research and implementation of Turbo decoding SOVA algorithm
Published 2024-03-01Get full text
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Research of the Algorithm for Robot Workspace Boundary Extraction
Published 2016-01-01Get full text
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Research on Sentiment Classification Algorithms on Online Review
Published 2020-01-01“…In order to explore the classification effect of different sentiment classification algorithms, we conducted a research on Naive Bayesian algorithm, support vector machine algorithm, and neural network algorithm and carried out some comparison using a concrete example. …”
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Research on algorithm and application risk and its governance
Published 2023-05-01Get full text
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Research on the impact of algorithmic trading on market volatility
Published 2025-08-01Get full text
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Research of embedding algorithm for wireless network virtualization
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Research of embedding algorithm for wireless network virtualization
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Research on the Application of Genetic Algorithm in Physical Education
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