TY  - JOUR 
AU  - Ramírez Figueroa, John Alex
AU  - Martín Barreiro, Carlos Manuel
AU  - Nieto Librero, Ana Belén
AU  - Leiva, Victor
AU  - Galindo Villardón, Purificación
PY  - 2021
SN  - 1436-3259
SN  - 1436-3240
UR  - http://hdl.handle.net/10366/157336
AB  - [EN] In this paper, we propose a new method for disjoint principal component analysis based on an intelligent search. The method consists of a principal component analysis with constraints, allowing us to determine components that are linear...
LA  - eng
PB  - Springer
KW  - Constrained binary particle swarm optimization
KW  - Data mining
KW  - Disjoint principal components
KW  - Evolutionary computation
KW  - R software
KW  - Singular value decomposition
TI  - A new principal component analysis by particle swarm optimization with an environmental application for data science
DO  - 10.1007/s00477-020-01961-3
T2  - Stochastic Environmental Research and Risk Assessment
VL  - 35
M2  - 1969
ER  -