Lecture #7 “An Introduction into DataMining”

Hi there!

You can find out here of “An Introduction into DataMining” course.


[DataMining] Lecture #7

Themes are below.

  • The Bloom Filter
  • Confusion Matrix
  • The Countable Bloom Filter
  • The Count-Distinct Problem 
  • The Flajolet-Martin Algorithm (LogLog)
  • Estimating Moments
  • The Alon-Matias-Szegedy Algorithm
  • Higher-Order Moments
  • Counting Ones in a Window 
  • The Datar-Gionis-Indyk-Motwani Algorithm
  • Decaying Window

Please if you have some comments / questions or remarks , just let me know about it.

Thanks!

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