TY - BOOK AU - Aggarwal Charu C TI - Machine learning for text SN - 9783319735306 U1 - 006.31 PY - 2018/// CY - Cham Switzerland PB - Springer N1 - 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 ER -