Search Results for author: Patrick Marques Ciarelli

Found 2 papers, 0 papers with code

Outlier Robust Extreme Learning Machine for Multi-Target Regression

no code implementations22 May 2019 Bruno Légora Souza da Silva, Fernando Kentaro Inaba, Evandro Ottoni Teatini Salles, Patrick Marques Ciarelli

The most commonly used methods are the ones based on minimizing the $\ell_2$ norm of the error, which is not suitable to deal with outliers, essentially in regression tasks.

Multi-target regression

On Machine Learning DoS Attack Identification from Cloud Computing Telemetry

no code implementations11 Apr 2019 João Henrique Corrêa, Patrick Marques Ciarelli, Moises R. N. Ribeiro, Rodolfo da Silva Villaca

The detection of Denial of Service (DoS) attacks remains a challenge for the cloud environment, affecting a massive number of services and applications hosted by such virtualized infrastructures.

BIG-bench Machine Learning

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