Salah Eddine El El Harrauss

A Tabular Data Imputation Technique Using Transformer and Convolutional Neural Networks

2025 · Big Data and Cognitive Computing

Upstream processes strongly influence downstream analysis in sequential data-processing workflows, particularly in machine learning, where data quality directly affects model performance. Conventional statistical imputations often fail to capture nonlinear dependencies, while deep learning approaches typically …