Machine learning for text

• 作者： Aggarwal, Charu C., author.
• 其他作者：
  • SpringerLink (Online service)
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 主題： Machine learning. , Text processing (Computer science) , Computer Science. , Information Systems and Communication Service. , Artificial Intelligence (incl. Robotics)
• ISBN： 9783319735313 (electronic bk.) 、 9783319735306 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: 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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