Survey on categorical data for neural networks

Abstract This survey investigates current techniques for representing qualitative data for use as input to neural networks. Techniques for using qualitative data in neural networks are well known. However, researchers continue to discover new variations or entirely new methods for working with categ...

Полное описание

Библиографические подробности
Главные авторы: John T. Hancock, Taghi M. Khoshgoftaar
Формат: Статья
Язык:English
Опубликовано: SpringerOpen 2020-04-01
Серии:Journal of Big Data
Предметы:
Online-ссылка:http://link.springer.com/article/10.1186/s40537-020-00305-w