Intelligent Data Analysis: From Data Gathering to Data Comprehension

Intelligent Data Analysis: From Data Gathering to Data Comprehension
PDF
  • eBook:
    Intelligent Data Analysis: From Data Gathering to Data Comprehension
  • Author:
    Deepak Gupta, Siddhartha Bhattacharyya, Ashish Khanna, Kalpna Sagar
  • Edition:
    1 edition
  • Categories:
  • Data:
    July 13, 2020
  • ISBN:
    1119544459
  • ISBN-13:
    9781119544456
  • Language:
    English
  • Pages:
    432 pages
  • Format:
    PDF

Book Description
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.

Content

1. Intelligent Data Analysis: Black Box Versus White Box Modeling
2. dаta: 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 IoT
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, IoT, 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
18. Handwriting Analysis for Early Detection of Alzheimer’s Disease

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