@inproceedings{de8f3d4de1dd4c95a0828714d115de29,
title = "Mining frequent patterns in data using apriori and eclat: A comparison of the algorithm performance and association rule generation",
abstract = "This paper aims to compare Apriori and Eclat algorithms for association rules mining by applying them on a real-world dataset. In addition to considering performance efficiency of the algorithms, the research takes into consideration the distribution of the support, as well as the number of rules generated by Apriori and Eclat.",
keywords = "Algorithm comparison, Apriori, Association rules, ECLAT",
author = "Vlad Robu and Santos, {Vitor Duarte dos}",
note = "Robu, V., & Santos, V. D. D. (2019). Mining frequent patterns in data using apriori and eclat: A comparison of the algorithm performance and association rule generation. In W. Wu, L. Wang, C. Ji, N. Chen, S. Qiang, X. Song, & X. Wang (Eds.), 2019 6th International Conference on Systems and Informatics, ICSAI 2019 (pp. 1478-1481). [9010367] (2019 6th International Conference on Systems and Informatics, ICSAI 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSAI48974.2019.9010367; 6th International Conference on Systems and Informatics, ICSAI 2019 ; Conference date: 02-11-2019 Through 04-11-2019",
year = "2019",
month = nov,
day = "27",
doi = "10.1109/ICSAI48974.2019.9010367",
language = "English",
series = "2019 6th International Conference on Systems and Informatics, ICSAI 2019",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1478--1481",
editor = "Wanqing Wu and Lipo Wang and Chunlei Ji and Niansheng Chen and Sun Qiang and Xiaoyong Song and Xin Wang",
booktitle = "2019 6th International Conference on Systems and Informatics, ICSAI 2019",
address = "United States",
}