Sequoia is a program to find frequent sequences with unique occurrences of items and weight averaging. That is, an item may occur only once in each transaction (and thus also in each found frequent subsequence). The subsequences may contain gaps, that is, there may be additional items in the transactions interspersed with the items of the found subsequences. In addition, each item may be associated with a weight in a transaction. In this case, an average weight of each item in a subsequence is computed as the average over the occurrences of the subsequence.
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RElim RElim is a program to find frequent item sets (also closed and maximal) with the Relim algorithm (recursive elimination), which is inspired by the FP-growth algorithm. Basically all the work is done in one recursive function of fairly few lines of code. Fe
SODIM SODIM is a program to find fault-tolerant (or approximate or fuzzy) frequent item sets (also closed and maximal) with the SODIM algorithm.
Seqwog Seqwog is a command prompt application specially designed to help you find frequent sequences without gaps in their occurrences.That is, the items of the frequent subsequences must always be consecutive in the underlying transactions. There must not be ot
Apriori Apriori is a program to find association rules and frequent item sets (also closed and maximal) with the Apriori algorithm (Agrawal et al. 1993), which carries out a breadth first search on the subset lattice and determines the support of item sets by subs
Eclat Eclat is a simple application specially designed to help you find frequent item sets (also closed and maximal) with the eclat algorithm, which carries out a depth first search on the subset lattice and determines the support of item sets by intersecting tr
IsTa IsTa is a program to find closed frequent item sets by intersecting transactions (Intersecting Transactions), which is based on the insight that an item set is closed if it is the intersection of all transactions that contain it. Such an approach can be hi
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