Name
Title | ||
|---|---|---|
A Nested Genetic Algorithm for feature selection in high-dimensional cancer Microarray datasets. |
Abstract | ||
|---|---|---|
•Feature selection over high-dimensional colon cancer Microarray Datasets.•Features selected from both Gene Expression and DNA-Methylation Microarray datasets.•Resultant six biomarker genes for colon cancer validated using Enrichment Analysis.•Biomarker genes validated on independent datasets with 99.9% classification accuracy. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1016/j.eswa.2018.12.022 | Expert Systems with Applications |
Keywords | Field | DocType |
Microarray gene expression,DNA Methylation,Colon cancer,Lung cancer,Machine learning,Genetic algorithm,Feature selection,Support Vector Machine | Data mining,Microarray,Feature selection,Pattern recognition,Computer science,DNA methylation,Curse of dimensionality,Preprocessor,Artificial intelligence,Cross-validation,Genetic algorithm,Cancer | Journal |
Volume | ISSN | Citations |
121 | 0957-4174 | 11 |
PageRank | References | Authors |
0.45 | 20 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Sabah Sayed | 1 | 11 | 0.45 |
| Mohammad Nassef | 2 | 14 | 3.31 |
| Amr Badr | 3 | 68 | 17.50 |
| Ibrahim Farag | 4 | 20 | 7.01 |