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!