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Big Data Preprocessing|Julián Luengo

Big Data Preprocessing : Enabling Smart Data

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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.-

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Details

  • ISBN-13: 9783030391041
  • ISBN-10: 3030391043
  • Publisher: Springer
  • Publish Date: March 2020
  • Dimensions: 9.21 x 6.14 x 0.5 inches
  • Shipping Weight: 1.02 pounds
  • Page Count: 186

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