LM-IGTD: a 2D image generator for low-dimensional and mixed-type tabular data to leverage the potential of convolutional neural networks
V Gómez-Martínez, FJ Lara-Abelenda… - arXiv preprint arXiv …, 2024 - arxiv.org
Tabular data have been extensively used in different knowledge domains. Convolutional
neural networks (CNNs) have been successfully used in many applications where important …
neural networks (CNNs) have been successfully used in many applications where important …
From Table to Image: Boosting Credit Risk Prediction via Transfer MLP-like Network on Structured Data
Y Li, G Wen, B Liu - 2024 - researchsquare.com
At present, deep learning has limited application in the field of financial credit risk because
deep learning is good at processing unstructured data such as images, voice, and text, while …
deep learning is good at processing unstructured data such as images, voice, and text, while …