TY - GEN AU - Cabrera Sánchez, Juan Francisco AU - Cruz Corona, Carlos AU - Yañez Escolano, Andrés AU - Silva Ramírez, Esther Lydia PY - 2024 SN - 978-3-031-77941-1 SN - 1865-0937 SN - 1865-0929 UR - http://hdl.handle.net/10498/38735 AB - Knowledge extraction from information stored in databases is always subject to the presence of missing values. Missing data is an unavoidable problem that affects many disciplines of researchers and data scientists. Inasmuch as machine learning... LA - eng PB - Springer KW - Missing data KW - Machine Learning KW - Deep Learning KW - Autoencoders TI - A Benchmark for Missing Data Imputation Techniques: Development Perspectives and Performance Comparative DO - 10.1007/978-3-031-77941-1_11 ER -