Today, I am happy to announce that a new version of SPMF is released. For this release, I have mostly added new algorithms that are mostly from the last five years:
- the PFPP-growth algorithm (Hamimid et al., 2026) for probabilistic periodic frequent pattern mining in uncertain databases (thanks to Illyes Hamimid, Farid Nouioua et al. for contributing the original implementation)
- the TKN algorithm (Ashraf et al., 2021) for top-k high utility itemsets with positive or negative profit (thanks to Mohamed Ashraf for contributing the original implementation)
- the FOTH algorithm (Yan et al., 2024) for high utility itemset mining
- the UBP-miner algorithm (Wu et al., 2022) for high utility itemset mining
- the C-HUIM algorithm (Duong et al., 2022)for closed high utility itemset mining
- the MaxC-HUIM algorithm (Duong et al., 2022) for maximal high utility itemset mining (can also output closed high utility itemsets at the same time)
- the HUOMIL (Kim et al., 2023), HUOPM (Gan et al., 2019), and OCEAN (Shen et al., 2016) algorithms for mining high utility occupancy itemsets
- the CloFHUOIM algorithm (Duong et al, 2024) for mining closed high utility occupancy itemsets.
- the MaxCloFHUOIM algorithms (Duong et al, 2024) for mining maximal high utility occupancy itemsets (can also output closed high utility occupancy itemsets at the same time).
- the EMAUI algorithm (Li et al., 2022) for high average utility itemset mining
- the VMHAUI algorithm (Truong et al., 2019) for high average utility itemset mining
- the dHAUIM algorithm (Truong et al., 2019) for high average utility itemset mining
You can download the new version from the spmf website : https://philippe-fournier-viger.com/spmf/
Also, you can now download SPMF from github: https://github.com/philfv9/spmf-software/
