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Tree-Based Convolutional Neural Networks : Principles and Applications / by Lili Mou, Zhi Jin.

Mou, Lili. author.; Jin, Zhi. author.
2018
Q334-342
Available Online
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Title
Tree-Based Convolutional Neural Networks : Principles and Applications / by Lili Mou, Zhi Jin.
Author
Mou, Lili. author.
ISBN
9789811318702
9811318700
9811318697
9789811318696
DOI
https://doi.org/10.1007/978-981-13-1870-2
Published
Singapore : Springer Singapore : Imprint: Springer, 2018.
Language
English
Description
1 online resource (xv, 96 pages) : illustrations.
Item Number
10.1007/978-981-13-1870-2 doi
Call Number
Q334-342
Dewey Decimal Classification
006.3
Access Note
Access limited to authorized users.
Digital File Characteristics
text file PDF
Added Author
Jin, Zhi. author.
Series
SpringerBriefs in computer science.
Available in Other Form
Print version: : 9789811318696
Print version: : 9789811318719
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Introduction
Preliminaries and Related Work
General Concepts of Tree-Based Convolutional Neural Networks (TBCNNs)
TBCNN for Programs' Abstract Syntax Trees (ASTs)
TBCNN for Constituency Trees in Natural Language Processing
TBCNN for Dependency Trees in Natural Language Processing
Concluding Remarks.

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