Intelligent Data Analysis: From Data Gathering to Data Comprehension


Intelligent Data Analysis: From Data Gathering to Data Comprehension (The Wiley Intelligent Signal and Data Processing) Hardcover – 29 Jun. 2020
By 作者:Deepak Gupta (Editor), Siddhartha Bhattacharyya (Editor), Ashish Khanna (Editor), Kalpna Sagar (Editor)
pages 页数: 432 pages
Publisher Finelybook 出版社: Wiley (29 Jun. 2020)
Language 语言: English
ISBN-10 书号:1119544459
ISBN-13 书号:9781119544456
Book Description to Finelybook sorting
This book focuses on methods and tools for intelligent data analysis, aimed at narrowing the increasing gap between data gathering and data comprehension, and emphasis will also be given to solving of problems which result from automated data collection, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and so on. This book aims to describe the different approaches of Intelligent Data Analysis from a practical point of view: solving common life problems with data analysis tools.


Contents


List of Contributors
Series Preface
Preface
1 Intelligent Data Analysis:Black Box Versus White Box Modeling
2 Data:Its Nature and Modern Data Analytical Tools
3 Statistical Methods for Intelligent Data Analysis:Introduction and
Various Concepts
4 Intelligent Data Analysis with Data Mining:Theory and
Applications
5 Intelligent Data Analysis:Deep Learning and Visualization
6 A Systematic Review on the Evolution of Dental Caries Detection
Methods and Its Significance in Data Analysis Perspective
7 Intelligent Data Analysis Using Hadoop Cluster-Inspired
MapReduce Framework and Association Rule Mining on
Educational Domain
8 Influence of Green Space on Global Air Quality Monitoring:Data
Analysis Using K-Means Clustering Algorithm
9 IDA with Space Technology and Geographic Information System
10 Application of Intelligent Data Analysis in Intelligent
Transportation System Using loT
11 Applying Big Data Analytics on Motor Vehicle Collision
Predictions in New York City
12 A Smart and Promising Neurological Disorder Diagnostic
System:An Amalgamation of Big Data,loT,and Emerging
Computing Techniques
13 Comments-Based Analysis of a Bug Report Collection System
and Its Applications
14 Sarcasm Detection Algorithms Based on Sentiment Strength
15 SNAP:Social Network Analysis Using Predictive Modeling
16 Intelligent Data Analysis for Medical Applications
17 Bruxism Detection Using Single-Channel C4-A1 on Human Sleep
S2 Stage Recording
Index
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