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pro vyhledávání: '"Skip-gram"'
A wide range of graph embedding objectives decompose into two components: one that attracts the embeddings of nodes that are perceived as similar, and another that repels embeddings of nodes that are perceived as dissimilar. Because real-world graphs
Externí odkaz:
http://arxiv.org/abs/2405.00172
Akademický článek
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Autor:
Park, Hogun, Neville, Jennifer
Publikováno v:
Neural Networks, 2023, ISSN 0893-6080
Node representation learning in a network is an important machine learning technique for encoding relational information in a continuous vector space while preserving the inherent properties and structures of the network. Recently, unsupervised node
Externí odkaz:
http://arxiv.org/abs/2304.12036
Publikováno v:
Sensors (14248220). Jul2023, Vol. 23 Issue 14, p6527. 23p.
Akademický článek
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Autor:
Enes Celik, Sevinc Ilhan Omurca
Publikováno v:
Applied Sciences, Vol 14, Iss 14, p 6353 (2024)
Session-based recommendation uses past clicks and interaction sequences from anonymous users to predict the next item most likely to be clicked. Predicting the user’s subsequent behavior in online transactions becomes a problem mainly due to the la
Externí odkaz:
https://doaj.org/article/dfe444d638094ace8c2609c9ec40a876
Autor:
Amr Al-Furas, Mohammed F. Alrahmawy, Abdulaziz Alblwi, Waleed Mohamed Al-Adrousy, Samir Elmougy
Publikováno v:
IEEE Access, Vol 11, Pp 110102-110123 (2023)
Attributed Network Embedding (ANE) and the representation of its nodes in a low-dimensional space is a pivotal step in the analysis of real-world networks. One of the biggest challenges in the embedding process of nodes in complex networks is to capt
Externí odkaz:
https://doaj.org/article/60abc75a1733408ba990a217a21745a9
Publikováno v:
In Neurocomputing 28 September 2023 551
A widely established set of unsupervised node embedding methods can be interpreted as consisting of two distinctive steps: i) the definition of a similarity matrix based on the graph of interest followed by ii) an explicit or implicit factorization o
Externí odkaz:
http://arxiv.org/abs/2105.09182
Publikováno v:
Comparative Legilinguistics. (52):318-350
Externí odkaz:
https://www.ceeol.com/search/article-detail?id=1103444