Intelligent Data Analysis for Biomedical Applications ― Challenges and Solutions
商品資訊
系列名：Intelligent Data-centric Systems: Sensor
ISBN13：9780128155530
出版社：Academic Pr
作者：D. Jude Hemanth (EDT); Deepak Gupta (EDT); Valentina Emilia Balas (EDT)
出版日：2019/03/28
裝訂／頁數：平裝／450頁
規格：21.6cm*15.2cm*1.9cm (高/寬/厚)
商品簡介
Intelligent Data Analysis for Biomedical Applications: Challenges and Solutions presents specialized statistical, pattern recognition, machine learning, data abstraction and visualization tools for the analysis of data and discovery of mechanisms that create data. It provides computational methods and tools for intelligent data analysis, with an emphasis on problem-solving relating to automated data collection, such as computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and more. This book provides useful references for educational institutions, industry professionals, researchers, scientists, engineers and practitioners interested in intelligent data analysis, knowledge discovery, and decision support in databases.
- Provides the methods and tools necessary for intelligent data analysis and gives solutions to problems resulting from automated data collection
- Contains an analysis of medical databases to provide diagnostic expert systems
- Addresses the integration of intelligent data analysis techniques within biomedical information systems
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