Search Results for author: Renato Assunção

Found 4 papers, 2 papers with code

Top-Down Deep Clustering with Multi-generator GANs

1 code implementation6 Dec 2021 Daniel de Mello, Renato Assunção, Fabricio Murai

Our method is inspired by the observation that each generator of a MGAN tends to generate data that correlates with a sub-region of the real data distribution.

Clustering Deep Clustering

Stop the Clock: Are Timeout Effects Real?

1 code implementation14 Sep 2020 Niander Assis, Renato Assunção, Pedro O. S. Vaz-De-Melo

Whatever the reason, coaches expect an improvement in their team's performance after a timeout.

Burstiness Scale: a highly parsimonious model for characterizing random series of events

no code implementations20 Feb 2016 Rodrigo A. S. Alves, Renato Assunção, Pedro O. S. Vaz de Melo

From one side, the Poissonian processes, of which consecutive events follow each other at a relatively regular time and should not be correlated.

Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times

no code implementations19 Mar 2014 Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato Assunção, Rodrigo Alves, Antonio A. F. Loureiro

We show the potential application of SFP by proposing a framework to generate a synthetic dataset containing realistic communication events of any one of the analyzed means of communications (e. g. phone calls, e-mails, comments on blogs) and an algorithm to detect anomalies.

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