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Machine learning for text.

By: Material type: TextTextLanguage: English Publication details: Cham Switzerland Springer 2018.Edition: 1st editionDescription: pages cmISBN:
  • 9783319735306
DDC classification:
  • 006.31 AGG
Contents:
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.
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Item type Current library Collection Call number Status Date due Barcode
General Books General Books CUTN Central Library Generalia Non-fiction 006.31 AGG (Browse shelf(Opens below)) Available 37556

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.

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