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Big Data Preprocessing: Enabling Smart Data
Paperback
ISBN13: 9783030391072
Publisher: Springer Nature
Published: Mar 17 2021
Pages: 186
Weight: 0.64
Height: 0.43 Width: 6.14 Depth: 9.21
Language: English
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.-
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