id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
bracis-19052	Afonso, Bruno Klaus de Aquino; Berton, Lilian	Optimizing Diffusion Rate and Label Reliability in a Graph-Based Semi-supervised Classifier	2021		.htm	text/html	6406	345	56	In order to separate the labeled data \(\mathcal {L}\) from the unlabeled data \(\mathcal {U}\), we divide our matrices as following: $$\begin{aligned} \mathbf {X}&= \left[ \mathbf {X_\mathcal {L}}^\top , \mathbf {X_\mathcal {U}}^\top \right] ^\top \end{aligned}$$ (4) $$\begin{aligned} \mathbf {Y}&= \left[ \mathbf {Y_\mathcal {L}}^\top , \mathbf {Y_\mathcal {U}}^\top \right] ^\top \end{aligned}$$ (5) $$\begin{aligned} \mathbf {F}&= \left[ \mathbf {F_\mathcal {L}}^\top , \mathbf {F_\mathcal {U}}^\top \right] ^\top \end{aligned}$$ (6) The idea of SSL is appealing for many reasons. \mathbf {x})\).	cache/bracis-19052.htm	txt/bracis-19052.txt