The IRMA Community
Newsletters
Research IRM
Click a keyword to search titles using our InfoSci-OnDemand powered search:
|
Role of Data Mining Techniques in Bioinformatics
Abstract
Data mining offers a highly effective technique that is useful in research and development of bioinformatics. Bioinformatics consists biological information such as DNA, RNA, and protein. Data mining tasks/techniques are classification, prediction, clustering, association, outlier detection, regression, and pattern tracking. Data mining provides important correlation, hidden patterns, and knowledge from the bioinformatics data set. This paper presents the role of data mining techniques in bioinformatics application. Classification of gene and protein structure, analyzing the gene expression, association of co-disease, outlier detection and gene selection, protein structure prediction, and drug discovery are some typical biological example that has proven data mining as a suitable technique for bioinformatics.
Related Content
|
Alessandra Lima da Silva, Diego Mariano, Mariana Parise, Angie L. A. Puelles, Tatiane Senna Bialves, Luana Luiza Bastos, Lucas Santos, Rafael Pereira Lemos.
© 2025.
22 pages.
|
|
Seyyed Mohammad Amin Mousavi Sagharchi, Mohsen Sheykhhasan, Atousa Ghorbani, Elina Afrazeh, Naresh Poondla, Naser Kalhor, Hamid Tanzadehpanah, Hanie Mahaki, Hamed Manoochehri.
© 2025.
46 pages.
|
|
Eduarda Guimarães Sousa, Lucas Gabriel Rodrigues Gomes, Fernanda Diniz Prates, Talita Pereira Gomes, Gabriel Camargos Gomes, Janaíne Aparecida de Paula, Ana Lua de Oliveira Vinhal, Bernardo Buhr Alves Mendonça, Mariana Letícia Costa Pedrosa, Luiza Pereira Reis, Aline Ferreira Maciel de Oliveira, Marcus Vinicius Canário Viana, Arun Kumar Jaiswal, Siomar de Castro Soares, Vasco Ariston de Carvalho Azevedo.
© 2025.
38 pages.
|
|
Diego Mariano, Lucas Moraes dos Santos, Raquel Cardoso de Melo-Minardi.
© 2025.
30 pages.
|
|
Alessandra G. Cioletti, Frederico C. Carvalho, Lucas M. Dos Santos, Raquel C. M. Minardi.
© 2025.
32 pages.
|
|
Leandro Morais de Oliveira, Luana Luiza Bastos, Vivian Morais Paixão, Leticia Aparecida Gontijo, Tatiane Senna Bialves, Diego Mariano, Raquel Cardoso de Melo Minardi.
© 2025.
40 pages.
|
|
Angie Atoche Puelles, Luana Luiza Bastos, Vivian Morais Paixão, Sheila Cruz Araujo, Raquel Cardoso de Melo Minardi.
© 2025.
28 pages.
|
|
|