Abstract | ||
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This paper presents a proposal of distribution's estimated algorithm to the extraction of sequential patterns in a database which use a probabilistic model based on graphs which represent the relations among items that form a sequence. The model maps a probability among the items allowing them to adjust the model during the execution of the algorithm using the evolution process of EDA, optimizing the candidate's generation of solution and extracting a group of sequential patterns optimized. |
Year | DOI | Venue |
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2009 | 10.1007/978-90-481-9112-3_102 | INNOVATIONS IN COMPUTING SCIENCES AND SOFTWARE ENGINEERING |
Keywords | Field | DocType |
estimation of distribution algorithm,probabilistic model | Data mining,Graph,Estimation of distribution algorithm,Pattern recognition,Computer science,Probabilistic analysis of algorithms,FSA-Red Algorithm,Artificial intelligence,Statistical model,Sequence pattern | Conference |
Citations | PageRank | References |
0 | 0.34 | 7 |
Authors | ||
4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Paulo Igor Alves Godinho | 1 | 10 | 1.67 |
Aruanda Simões Goncalves Meiguins | 2 | 1 | 2.07 |
Roberto Célio Limão de Oliveira | 3 | 14 | 11.61 |
Bianchi Serique Meiguins | 4 | 56 | 28.03 |