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What are your top 5 pattern mining algorithms?

Posted: Wed Apr 06, 2022 1:25 pm
by admin
Hi everyone,

Lets start a fun discussion. What are your top 5 favorite pattern mining algorithms?

For me, there are many. But If I would have to choose some it would be:

1. Apriori : because it has inspired so many other algorithms
2. PrefixSpan : because it is a simple algorithm for sequential pattern mining that is quite efficient, even though it is not the best anymore
3. FHM : Ok, that is my own algorithm ;-) But I have to choose an algorithm for high utility itemset mining and this is one is relatively efficient yet simple. I could have also mentionned HUI-Miner since FHM is based on HUI-Miner.
4. Eclat : One of the most important algorithm for itemset mining using a vertical database.
5. MINEPI: An old algorithm but the first one for episode mining, which is also an important topic in pattern mining.

What is your top 5 ?

Re: What are your top 5 pattern mining algorithms?

Posted: Fri Apr 08, 2022 2:36 am
by gmc
I would say:
Apriori
FPGROWTH
ECLAT
SPADE
SPAM

Re: What are your top 5 pattern mining algorithms?

Posted: Sun Apr 10, 2022 4:56 am
by Alva
For me, Apriori, Eclat, Mafia, charm and spade

Re: What are your top 5 pattern mining algorithms?

Posted: Mon Jun 06, 2022 2:18 pm
by Gerald
Apriori and FPGrowth (like everyone else lol), CM-SPADE (thanks DR. Philippe), Eclat and PrefixSpan

Re: What are your top 5 pattern mining algorithms?

Posted: Mon Nov 28, 2022 7:32 pm
by salehyafeai
Apriori, FP-growth, Eclat, MISFP-growth and HUI-Miner