Prominent Feature Extraction for Sentiment Analysis, Basant Agarwal; Namita Mittal

Автор: Florian Eyben
Название: Real-time Speech and Music Classification by Large Audio Feature Space Extraction
ISBN: 3319272985 ISBN-13(EAN): 9783319272986
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This book reports on an outstanding thesis thathas significantly advanced the state-of-the-art in the automated analysis andclassification of speech and music.

Автор: Violeta Seretan
Название: Syntax-Based Collocation Extraction
ISBN: 9400734719 ISBN-13(EAN): 9789400734715
Издательство: Springer
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Цена: 19564.00 р.
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Описание: Collocation is a key language phenomenon which crucially impacts any text production task and which is exploitable in many text analysis tasks. This book offers a comprehensive and up-to-date review of the theoretical and practical work on this topic.

Автор: Donald Metzler
Название: A Feature-Centric View of Information Retrieval
ISBN: 3642270174 ISBN-13(EAN): 9783642270178
Издательство: Springer
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Цена: 13275.00 р.
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Описание: In this work, Metzler describes highly effective information retrieval models for both smaller, classical data sets, and larger Web collections. In a shift away from heuristic, hand-tuned ranking functions and complex probabilistic models, he presents feature-based retrieval models. As he shows, combining term dependencies and arbitrary features results in a very robust, powerful retrieval model.