Machine learning for text.

Aggarwal Charu C

Machine learning for text. - 1st edition. - Cham Switzerland Springer 2018. - pages cm

1 An Introduction to Text Analytics

2 Text Preparation and Similarity Computation
3 Matrix Factorization and Topic Modeling
4 Text Clustering
5 Text Classification: Basic Models
6 Linear Models for Classification and Regression
7 Classifier Performance and Evaluation
8 Joint Text Mining with Heterogeneous Data
9 Information Retrieval and Search Engines
10 Text Sequence Modeling and Deep Learning
11 Text Summarization
12 Information Extraction
13 Opinion Mining and Sentiment Analysis
14 Text Segmentation and Event Detection.

9783319735306

006.31 / AGG

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