id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
bracis-28345	Barros, Marcel Rodrigues de; Rissi, Thiago Lizier; Cabrera, Eduardo Faria; Tannuri, Eduardo Aoun; Gomi, Edson Satoshi; Barreira, Rodrigo Augusto; Costa, Anna Helena Reali	Embracing Data Irregularities in Multivariate Time Series with Recurrent and Graph Neural Networks	2023		.htm	text/html	5528	301	51	Being invariant to this symmetry means that gated RNNs can associate patterns in time series data even if they are distorted in time as long as order is preserved. Models like the Transformer [17] have generated groundbreaking results in tasks such as question answering and text classification, thereby prompting the question: Can such successes be replicated in the context of time series?	cache/bracis-28345.htm	txt/bracis-28345.txt