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Titlebook: Data Science; 4th International Co Qinglei Zhou,Yong Gan,Zeguang Lu Conference proceedings 2018 Springer Nature Singapore Pte Ltd. 2018 art

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Donald Loveland,Rajmonda Caceresnd Img2Vec embeddings into two different fusion models to implement text classification. Experiments show that our Img2Vec model has significant improvements in training time and precision. Finally, the visualizations of our Img2Vec character embedding prove that our model has a state-of-the-art representation of the visual information.
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Visual-Based Character Embedding via Principal Component Analysis,nd Img2Vec embeddings into two different fusion models to implement text classification. Experiments show that our Img2Vec model has significant improvements in training time and precision. Finally, the visualizations of our Img2Vec character embedding prove that our model has a state-of-the-art representation of the visual information.
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Overlapping Community Detection Based on Community Connection Similarity of Maximum Clique,results show that the proposed algorithm has superior performance in term of accuracy, coverage and modularity on mining community structure. Thus, this algorithm is a kind of effective overlapping community detection algorithm.
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1865-0929 tists, Engineers and Educators, ICPCSEE 2018 (originally ICYCSEE) held in Zhengzhou, China, in September 2018. .The 125 revised full papers presented in these two volumes were carefully reviewed and selected from 1057 submissions. The papers cover a wide range of topics related to basic theory and t
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Complex Networks & Their Applications VIer presents a data verification framework orienting education data based on rule base, and gives the hybrid data verification method. The method is applied to the education statistics foundation database platform in the data verification process, and improves the precision of data.
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