Navigation

  • index
  • next |
  • previous |
  • Data Processing Compendium - Workflows for Knowledge Exploitation in the Process Industries 2.0 »
  • Single Steps »
  • Data Reduction »

Table Of Contents

  • Algorithms
  • Algorithms by Classification
  • Algorithms by Tool
  • Single Steps
    • Data Cleaning
    • Data Discretization
    • Data Import”
    • Data Integration
    • Data Reduction
      • Data Deduplication
      • Dimensionality Reduction
      • Numerosity Reduction
        • Equal-frequency Interval Binning
        • Equal-width Interval Binning
        • Linear Regression
        • Polynomial Regression
        • Simple Random Sample with Replacement (SRSWR)
        • Simple Random Sample without Replacement (SRSWOR)
    • Data Transformation
    • Mathematical Computation
  • Single Steps by Classification
  • Reference Processes
  • Changelog

Previous topic

Data Reduction with Principal Component Analysis (PCA)

Next topic

Data Reduction With Equal-frequency Interval Binning

This Page

  • Show Source

Quick search

Numerosity ReductionΒΆ

Sub-Categories

  • Equal-frequency Interval Binning
  • Equal-width Interval Binning
  • Linear Regression
  • Polynomial Regression
  • Simple Random Sample with Replacement (SRSWR)
  • Simple Random Sample without Replacement (SRSWOR)

Navigation

  • index
  • next |
  • previous |
  • Data Processing Compendium - Workflows for Knowledge Exploitation in the Process Industries 2.0 »
  • Single Steps »
  • Data Reduction »
© Copyright 2011-2017, AixCAPE e.V., CC BY-SA. Created using Sphinx 1.5.2.