TY  - JOUR 
AU  - Escuela de Ingenierias Industrial, Informática y Aeroespacial
AU  - Alaiz Rodríguez, Rocío
AU  - Parnell, Andrew C.
AU  - Ingenieria de Sistemas y Automatica
DA  - 2020/03/03
SN  - 0950-7051
UR  - https://hdl.handle.net/10612/17647
AB  - [EN] Feature selection is a key step when dealing with high-dimensional data. In particular, these techniques simplify the process of knowledge discovery from the data in fields like biomedicine, bioinformatics, genetics or chemometrics by selecting...
LA  - eng
PB  - Elsevier
KW  - Ingeniería de sistemas
KW  - Feature selection
KW  - Feature ranking
KW  - Stability
KW  - Robustness
KW  - Jensen-Shannon divergence
TI  - An Information Theoretic Approach to Quantify the Stability of Feature Selection and Ranking Algorithms
DO  - 10.1016/j.knosys.2020.105745
T2  - Knowledge-Based Systems
VL  - 195
M2  - 105745
ER  -