On Feature Selection Stability: A Data Perspective
abstract: The rapid growth in the high-throughput technologies last few decades makes the manual processing of the generated data to be impracticable. Even worse, the machine learning and data mining techniques seemed to be paralyzed against these massive datasets. High-dimensionality is one of the...
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| Format: | Doctoral Thesis |
| Language: | English |
| Published: |
2013
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| Online Access: | http://hdl.handle.net/2286/R.I.17762 |