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Tree-Based Convolutional Neural Networks Principles and Applications /

This book proposes a novel neural architecture, tree-based convolutional neural networks (TBCNNs),for processing tree-structured data. TBCNNsare related to existing convolutional neural networks (CNNs) and recursive neural networks (RNNs), but they combine the merits of both: thanks to their short p...

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Main Author: Mou, Lili,
Other Authors: Jin, Zhi,, SpringerLink (Online service)
Format: Electronic
Language: English
Published: Singapore : Springer Singapore : Imprint: Springer, 2018.
Physical Description: 1 online resource (XV, 96 pages 32 illustrations) : online resource.
Series: SpringerBriefs in computer science.