TY  - JOUR 
AU  - Escuela de Ingenierias Industrial, Informática y Aeroespacial
AU  - Menéndez García, Luis Alfonso
AU  - Menéndez Fernández, Marta
AU  - Sokoła-Szewioła, Violetta
AU  - Álvarez de Prado, Laura
AU  - Ortiz Marqués, Almudena
AU  - Fernández López, David
AU  - Bernardo Sánchez, Antonio
AU  - Expresion Grafica en la Ingenieria
DA  - 2022/06/06
UR  - https://hdl.handle.net/10612/17549
AB  - [EN] The data obtained from air quality monitoring stations, which are used to carry out studies using data mining techniques, present the problem of missing values. This paper describes a research work on missing data imputation. Among the most...
LA  - eng
PB  - MDPI
KW  - Estadística
KW  - Ingeniería de sistemas
KW  - Imputation
KW  - Linear imputation
KW  - Predictive mean matching
KW  - Random forest
KW  - K-Nearest neighbours
KW  - Kalman smoothing
KW  - Air quality
KW  - Air pollution
TI  - A Method of Pruning and Random Replacing of Known Values for Comparing Missing Data Imputation Models for Incomplete Air Quality Time Series
DO  - 10.3390/app12136465
T2  - Applied Sciences
VL  - 12
M2  - 6465
ER  -