Detalls del llibre
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.
- ISBN13 9780470749821
- ISBN10 0470749822
- Pàgines 224
- Any Edició 2010
- Fecha de publicación 03/05/2010
- Idioma Alemany, Francès
Ressenyes i valoracions
Text Mining: Applications and Theory (Alemany, Francès)
- De
- |
- John Wiley (2010)
- 9780470749821



