Comparing the dimensionality reduction methods in gene expression databases

Author:

Borges Helyane Bronoski,Nievola Júlio Cesar

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference24 articles.

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2. Distinct types of diffuse large B-cell Lymphoma Identified by gene expression profiling;Alizadeh;Nature,2000

3. Bertoni, A., & Valentini, G. (2005). Random projections for assessing gene expression cluster stability, IJCNN ’05. In Proceedings IEEE international joint conference on neural networks, 1, (pp. 149–154).

4. Borges, H. B., & Nievola, J. C. (2005). Attribute Selection Methods Comparison for Classification of Diffuse Large B-Cell Lymphoma. In Proceedings of the fourth international conference on machine learning and applications–ICMLA05, Los Angeles, 1, (pp. 201–206).

5. Borges, H. B. (2006). Redução de Dimensionalidade em Bases de Dados de Expressões Gênica. Dissertação (Mestrado em Informática Aplicada). 123f. PPGIA -Pontifícia Universidade Católica do Paraná - PUCPR.

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