id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
bracis-33619	Luz, Gustavo P. C. P. da; Napoli, Otávio O.; Delgado, J. V.; Rocha, Anderson R.; Boccato, Levy; Borin, Edson	An Evaluation of Temporal Neighborhood Coding Variants in Smartphone-Based Human Activity Recognition	2024		.htm	text/html	5432	266	53	In this work, we evaluate different TNC variants, i.e., using the RNN and the TS2Vec encoders and using the ADF and the Cosine Similarity test functions at the window selector. Our evaluation of different TNC variants using the UCI-Raw dataset demonstrated that the TS2Vec encoder significantly outperforms the RNN encoder for this task, achieving accuracies that are 15 to 17% points higher.	cache/bracis-33619.htm	txt/bracis-33619.txt