TY  - GEN 
AU  - Cabrera Sánchez, Juan Francisco
AU  - Cardoso Pereira, Ricardo
AU  - Henriques Abreu, Pedro
AU  - Silva Ramírez, Esther Lydia
A4  - Ingeniería Informática
PY  - 2024
SN  - 2169-3536
UR  - http://hdl.handle.net/10498/34220
AB  - Progressively more advanced and complex models are proposed to address problems related to computer vision, forecasting, Internet of Things, Big Data and so on. However, these disciplines require preprocessing steps to obtain meaningful results. One...
LA  - eng
PB  - IEEE
KW  - Data preprocessing
KW  - missing data
KW  - missing at random
KW  - synthetic missingness
KW  - deep learning
KW  - machine learning
KW  - artificial intelligence
TI  - A Perspective on the Missing at Random Problem: Synthetic Generation and Benchmark Analysis
DO  - 10.1109/ACCESS.2024.3490396
ER  -