Machine Learning for Text

Charu C Aggarwal

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Sprache: Englisch

Verlag: Springer International Publishing AG, 2018

3319735306 / 9783319735306

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Text analytics is a field that lies on the interface of information retrieval,machine learning, and natural language processing, and this textbook carefully covers a coherently organized framework drawn from these intersecting topics. The chapters of this textbook is organized into three categories:- Basic algorithms: Chapters 1 through 7 discuss the classical algorithms for machine learning from text such as preprocessing, similarity computation, topic modeling, matrix factorization, clustering, classification, regression, and ensemble analysis.- Domain-sensitive mining: Chapters 8 and 9 discuss the learning methods from text when combined with different domains such as multimedia and the Web. The problem of information retrieval and Web search is also discussed in the context of its relationship with ranking and machine learning methods. - Sequence-centric mining: Chapters 10 through 14 discuss various sequence-centric and natural language applications, such as feature engineering, neural language models, deep learning, text summarization, information extraction, opinion mining, text segmentation, and event detection. This textbook covers machine learning topics for text in detail. Since the coverage is extensive,multiple courses can be offered from the same book, depending on course level. Even though the presentation is text-centric, Chapters 3 to 7 cover machine learning algorithms that are often used indomains beyond text data. Therefore, the book can be used to offer courses not just in text analytics but also from the broader perspective of machine learning (with text as a backdrop). This textbook targets graduate students in computer science, as well as researchers, professors, and industrial practitioners working in these related fields. This textbook is accompanied with a solution manual for classroom teaching. …

Bestandsnummer des Verkäufers CIN3319735306G

Titel
Machine Learning for Text
Autor
Charu C Aggarwal
Verlag
Springer International Publishing AG
Veröffentlichungsjahr
2018
Zustand
Good
Einband
Hardback
Sprache
Englisch
ISBN-10
3319735306
ISBN-13
9783319735306

World of Books Inc

Montgomery, IL, USA

Verkäufer/-in mit 4 Sternen

AbeBooks-Verkäufer/-in seit 23. März 2026

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