Search found 5 matches

by salehyafeai
Mon Nov 28, 2022 7:32 pm
Forum: Pattern Mining
Topic: What are your top 5 pattern mining algorithms?
Replies: 4
Views: 5466

Re: What are your top 5 pattern mining algorithms?

Apriori, FP-growth, Eclat, MISFP-growth and HUI-Miner
by salehyafeai
Mon Nov 28, 2022 2:28 pm
Forum: Pattern Mining
Topic: the dataset 'Crimes in Chicago'
Replies: 0
Views: 7105

the dataset 'Crimes in Chicago'

Dears, The dataset has been converted to the FP transaction dataset. As a result, it is now in number and can be mined. To analyze the rules generated from this dataset, the attributes name and numbers must be associated. For example, such a transaction {17 12 8} represented which attributes. Additi...
by salehyafeai
Thu May 12, 2022 10:29 am
Forum: Pattern Mining
Topic: Pattern Mining from image dataset
Replies: 2
Views: 2143

Re: Pattern Mining from image dataset

Thanks for your reply, My knowledge of images is limited, but I am curious about the possibility of changing an image into a transaction. Yes, you are correct; we are looking at how we can use an ARM to detect hidden knowledge from image data. This way, the results can be interpreted. As an example,...
by salehyafeai
Thu Apr 28, 2022 1:30 am
Forum: Pattern Mining
Topic: Pattern Mining from image dataset
Replies: 2
Views: 2143

Pattern Mining from image dataset

Hello everyone, It is interesting to mine patterns from image datasets in such a way the problem is how to represent an image as a transaction. Any proposed algorithm such as FP-growth can be used to mine the frequent patterns from the resulting dataset. Does it exist a way to convert a given image ...
by salehyafeai
Tue Apr 26, 2022 2:18 pm
Forum: The SPMF software
Topic: Dealing with Image datasets
Replies: 5
Views: 5803

Dealing with Image datasets

Hello everyone!
I have a question about using FIM for image datasets. For example, how can we convert each image into a transaction?
We can then use FIM algorithms for the mining process.

Does anyone know how to mine image frequent patterns?

Kind regards,
ALyafiea