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Mining Text Data

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Cover of 'Mining Text Data'

Table of Contents

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    Book Overview
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    Chapter 1 An Introduction to Text Mining
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    Chapter 2 Information Extraction from Text
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    Chapter 3 A Survey of Text Summarization Techniques
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    Chapter 4 A Survey of Text Clustering Algorithms
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    Chapter 5 Dimensionality Reduction and Topic Modeling: From Latent Semantic Indexing to Latent Dirichlet Allocation and Beyond
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    Chapter 6 A Survey of Text Classification Algorithms
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    Chapter 7 Transfer Learning for Text Mining
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    Chapter 8 Probabilistic Models for Text Mining
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    Chapter 9 Mining Text Streams
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    Chapter 10 Translingual Mining from Text Data
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    Chapter 11 Text Mining in Multimedia
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    Chapter 12 Text Analytics in Social Media
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    Chapter 13 A Survey of Opinion Mining and Sentiment Analysis
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    Chapter 14 Biomedical Text Mining: A Survey of Recent Progress
Attention for Chapter 5: Dimensionality Reduction and Topic Modeling: From Latent Semantic Indexing to Latent Dirichlet Allocation and Beyond
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