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Titlebook: Data Mining and Big Data; 5th International Co Ying Tan,Yuhui Shi,Milan Tuba Conference proceedings 2020 Springer Nature Singapore Pte Ltd.

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PCA Based Kernel Initialization for Convolutional Neural Networks,odel training. Finally, a network model was built and experiments were performed using . and . activation functions. The experimental results verify the effectiveness of the proposed method through the distribution of histograms and the curve comparison diagrams of model training.
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Conference proceedings 2020 and big data. The volume covers many aspects of data mining and big data as well as intelligent computing methods applied to all fields of computer science, machine learning, data mining and knowledge discovery, data science, etc..
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Communications in Computer and Information Sciencehttp://image.papertrans.cn/d/image/262915.jpg
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https://doi.org/10.1007/978-981-15-7205-0artificial intelligence; association rules; communication channels (information theory); communication
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978-981-15-7204-3Springer Nature Singapore Pte Ltd. 2020
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https://doi.org/10.1007/978-3-030-18991-4 the original tasks, by leveraging the knowledge among tasks. The knowledge transfer mainly depends on task relationships. Most of existing multi-task learning methods guide learning processes based on predefined task relationships. However, the associated relationships have not been fully exploited
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The AIDS Pandemic and Human Rightsork failures, or suspicious behavior. There are significant efforts proposed to extract rare itemsets. The RP-growth algorithm outperforms previous methods proposed for generating rare itemsets. However, the performance of the RP-growth degrades on sparse datasets, and it is costly in terms of time
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Relevance: Knowledge on Hand and in Handecomposed and viewed as a hierarchy of embedded orgraphs. Performance indicators and controlling factors lists are created based on the orgraphs and technical specifications of an object, thus allowing to systematize sources of influence. Using statistical data archives to train, the neural network
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