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Titlebook: Deep Learning Foundations; Taeho Jo Book 2023 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature

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Restricted Boltzmann Machineariables which are given for restoring the input. The stacked version of multiple RBMs which is called belief networks is a kind of deep neural networks. This chapter is intended to describe the RBM, together with the stacked version with respect to its learning process.
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Text Summarization summary. The text summarization is viewed as mapping a text into a hidden text in implementing the textual deep learning. This section is intended to describe the text summarization with the view of implementing the textual deep learning.
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Textual Deep Operationsext called hidden text before encoding it into a numerical vector. The role of the textual deep operations is to preprocess a text in implementing the textual deep learning. This chapter is intended to describe the textual pooling and the textual convolution as the main textual deep operations.
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C. Zecca,C. McGinley,R. Griffithse output decoding. As the advanced schemes, a decision tree is modified into its unsupervised version, and its original and modified versions are combined with each other into the stacked version. This chapter is intended to describe the schemes of modifying the decision tree into its deep versions.
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Ajit Gopal,Amit Kundal,Ajay Mathranixt: the expansion group which contains very important words demanding their associated ones, the inclusion group which contains medium ones which are included as index, and the removal group which contains trivial ones which should be excluded from the index. This chapter is intended to describe the text indexing process and the index expansion.
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