A bacterial colony algorithm for association rule mining
| dc.contributor.author | da Cunha D.S. | |
| dc.contributor.author | Xavier R.S. | |
| dc.contributor.author | de Castro L.N. | |
| dc.date.accessioned | 2024-03-13T00:58:26Z | |
| dc.date.available | 2024-03-13T00:58:26Z | |
| dc.date.issued | 2015 | |
| dc.description.abstract | © Springer International Publishing Switzerland 2015.Bacterial colonies perform a cooperative distributed exploration of the environment. This paper describes bacterial colony networks and their skills to explore resources as a tool for mining association rules in databases. The proposed algorithm is designed to maintain diverse solutions to the problem at hand, and its performance is compared to other well-known bio-inspired algorithms, including a genetic and an immune algorithm (CLONALG) and, also, to Apriori over some benchmarks from the literature. | |
| dc.description.firstpage | 96 | |
| dc.description.lastpage | 103 | |
| dc.description.volume | 9375 LNCS | |
| dc.identifier.doi | 10.1007/978-3-319-24834-9_12 | |
| dc.identifier.issn | 1611-3349 | |
| dc.identifier.uri | https://dspace.mackenzie.br/handle/10899/36268 | |
| dc.relation.ispartof | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | |
| dc.rights | Acesso Restrito | |
| dc.subject.otherlanguage | Association rules | |
| dc.subject.otherlanguage | Bacterial colony | |
| dc.subject.otherlanguage | Bio-inspired algorithm | |
| dc.subject.otherlanguage | Data Mining | |
| dc.title | A bacterial colony algorithm for association rule mining | |
| dc.type | Artigo de evento | |
| local.scopus.citations | 0 | |
| local.scopus.eid | 2-s2.0-84983684806 | |
| local.scopus.subject | Apriori | |
| local.scopus.subject | Bacterial colonies | |
| local.scopus.subject | Bio-inspired algorithms | |
| local.scopus.subject | CLONALG | |
| local.scopus.subject | Distributed exploration | |
| local.scopus.subject | Diverse solutions | |
| local.scopus.subject | Immune algorithms | |
| local.scopus.subject | Mining associations | |
| local.scopus.updated | 2024-05-01 | |
| local.scopus.url | https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84983684806&origin=inward |