Enhanced analysis of tabular data through Multi-representation DeepInsight

Abstract Tabular data analysis is a critical task in various domains, enabling us to uncover valuable insights from structured datasets. While traditional machine learning methods can be used for feature engineering and dimensionality reduction, they often struggle to capture the intricate relations...

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Bibliographic Details
Main Authors: Alok Sharma, Yosvany López, Shangru Jia, Artem Lysenko, Keith A. Boroevich, Tatsuhiko Tsunoda
Format: Article
Language:English
Published: Nature Portfolio 2024-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-63630-7
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