Ant colony system algorithm for extracting mathematical relations from database
Tipo
Artigo de evento
Data de publicação
2009
Periódico
ICAART 2009 - Proceedings of the 1st International Conference on Agents and Artificial Intelligence
Citações (Scopus)
0
Autores
Marques R.F.
Monteiro L.H.A.
Monteiro L.H.A.
Orientador
Título da Revista
ISSN da Revista
Título de Volume
Membros da banca
Programa
Resumo
An algorithm, inspired on the strategy employed by ant colonies for seeking food, was developed in order to extract mathematical formulas from data. This algorithm, called Formula Miner, is applied in a breast cancer diagnosis database and its performance is compared to the performances of some well-known data mining algorithms.
Descrição
Palavras-chave
Assuntos Scopus
Ant colonies , Ant colony system , Ant colony system algorithms , Breast cancer , Breast cancer diagnosis , Data mining algorithm , Mathematical formulas , Mathematical relation , Swarm intelligence