id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
bracis-33573	Braz, Camila Santana; Teixeira, Matheus Cândido; Pappa, Gisele Lobo	Embedding Representations for AutoML Pipelines	2024		.htm	text/html	5151	274	47	The main contributions of this study are: Comparison of two models to represent AutoML pipelines representations: tree and embeddings; Analysis and evaluation of the use of this linear representation in the context of AutoML; Investigation of semantic preservation in the representation through embeddings; Development of a method for visualizing the search spaces. Moreover, visual and qualitative analysis of the search space and pipelines distance are performed to better asses the proposed representation.	cache/bracis-33573.htm	txt/bracis-33573.txt