Big Data Preprocessing: Enabling Smart Data

by Julian Luengo

Book Overview

1. Introduction.- 2. Big Data: Technologies and Tools.- 3. Smart Data.- 4. Dimensionality Reduction for Big Data.- 5. Data Reduction for Big Data.- 6. Imperfect Big Data.- 7. Big Data Discretization.- 8. Imbalanced Data Preprocessing for Big Data.- 9. Big Data Software.- 10. Final Thoughts: From Big Data to Smart Data.-

• Format: Paperback
• Language: English
• ISBN: 3030391078
• ISBN13: 9783030391072
• Release Date: March 2021
• Publisher: Springer
• Length: 186 Pages
• Weight: 0.64 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"