Big Data Analysis: New Algorithms for a New Society

Book Overview

A Machine Learning Perspective on Big Data Analysis.- An Insight on Big Data Analytics.- Toward Problem Solving Support based on Big Data and Domain Knowledge: Interactive Granular Computing and Adaptive Judgment.- An overview of Conceptdrift Applications.- Analysis of Text-Enriched Heterogeneous Information Networks.- Implementing Big Data Analytics Projects in Business.- Data mining in Business: Current Advances and Future Challenges.- Industrial-Scale Ad Hoc Risk Analytics Using MapReduce.- Big Data and the Internet of Things.- Social Network Analysis in Streaming Call Graphs.- Scalable Cloud-Based Data Analysis Software Systems for Big Data From Next Generation Sequencing.- Discovering Networks of Interdependent Features in High-Dimensional Problems.- Final Remarks on Big Data Analysis and its Impact on Society and Science.

• Format: Paperback
• Language: English
• ISBN: 3319800531
• ISBN13: 9783319800530
• Release Date: March 2019
• Publisher: Springer
• Length: 329 Pages
• Weight: 1.06 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"