Buch
Hierarchical Feature Selection for Knowledge Discovery
-Application of Data Mining to the Biology of Ageing-Cen Wan
106,99
EUR
Lieferzeit 12-13 Tage
Übersicht
Verlag | : | Springer International Publishing |
Buchreihe | : | Advanced Information and Knowledge Processing, SpringerBriefs in Advanced Information and Knowledge Processing |
Sprache | : | Englisch |
Erschienen | : | 12. 12. 2018 |
Einband | : | Gebunden |
Höhe | : | 235 mm |
Breite | : | 155 mm |
ISBN | : | 9783319979182 |
Sprache | : | Englisch |
Autorinformation
Dr. Cen Wan is a Postdoctoral Research Associate in the Department of Computer Science at University College London, and in the Biomedical Data Science Laboratory at The Francis Crick Institute, London, UK.
Inhaltsverzeichnis
Introduction.- Data Mining Tasks and Paradigms.- Feature Selection Paradigms.- Background on Biology of Ageing and Bioinformatics.- Lazy Hierarchical Feature Selection.- Eager Hierarchical Feature Selection.- Comparison of Lazy and Eager Hierarchical Feature Selection Methods and Biological Interpretation on Frequently Selected Gene Ontology Terms Relevant to the Biology of Ageing.- Conclusions and Research Directions.