All ebooks by Fan Liu in PDF and EPUB
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All ebooks by Fan Liu in PDF and EPUB


2  Book(s)
Download this eBook Advancing Recommender Systems with Graph Convolutional Networks
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Advancing Recommender Systems with Graph Convolutional Networks


Fan Liu , Liqiang Nie


This book systematically examines scalability and effectiveness challenges related to the application of graph convolutional networks (GCNs) in recommender systems. By effectively modeling graph structures, GCNs excel in capturing high-order relationships between users...

Publication date: 2025-03-29
Format: PDF
Publisher: Springer
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£109,50
Download this eBook Multimodal Learning toward Recommendation
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Multimodal Learning toward Recommendation


Zhenyang Li , Fan Liu , Liqiang Nie


This book presents an in-depth exploration of multimodal learning toward recommendation, along with a comprehensive survey of the most important research topics and state-of-the-art methods in this area. First, it presents a semantic-guided feature distillation method...

Publication date: 2025-01-17
Format: PDF
Publisher: Springer
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£89,50

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