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Více informací o knize Text Mining - Applications and Theory

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• Anotace
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Anotace knihy

Text Mining: Applications and Theory presents the state-of-the-art algorithms for text mining from both the academic and industrial perspectives. The contributors span several countries and scientific domains: universities, industrial corporations, and government laboratories, and demonstrate the use of techniques from machine learning, knowledge discovery, natural language processing and information retrieval to design computational models for automated text analysis and mining. This volume demonstrates how advancements in the fields of applied mathematics, computer science, machine learning, and natural language processing can collectively capture, classify, and interpret words and their contexts. As suggested in the preface, text mining is needed when "words are not enough." This book: Provides state-of-the-art algorithms and techniques for critical tasks in text mining applications, such as clustering, classification, anomaly and trend detection, and stream analysis. Presents a survey of text visualization techniques and looks at the multilingual text classification problem. Discusses the issue of cybercrime associated with chatrooms. Features advances in visual analytics and machine learning along with illustrative examples. Is accompanied by a supporting website featuring datasets. Applied mathematicians, statisticians, practitioners and students in computer science, bioinformatics and engineering will find this book extremely useful.

Parametry knihy

Zařazení knihy Knihy v angličtině Technology, engineering, agriculture Electronics & communications engineering

• Plný název: Text Mining - Applications and Theory
• Autor: Berry
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 222
• EAN: 9780470749821
• ISBN: 0470749822
• ID: 04380244
• Nakladatelství: John Wiley & Sons Inc
• Hmotnost: 454 g
• Rozměry: 236 × 162 × 18 mm
• Datum vydání: 12. March 2010

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