Selene Cerna

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Privacy Preservation

Differentially Private

Machine Learning

Contingency Tables

Top Venues

Eng. Appl. Artif. Intell.

IEEE Trans. Ind. Informatics

Publications

Héber Hwang Arcolezi, Selene Cerna, Catuscia Palamidessi
On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms. CoRR (2023)
Selene Cerna, Catuscia Palamidessi
On the application and impact of ε-DP and fairness in ambulance engagement time prediction. Tiny Papers @ ICLR (2023)
Héber Hwang Arcolezi, Selene Cerna, Catuscia Palamidessi
On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms. DBSec (2023)
Selene Cerna, Christophe Guyeux, David Laiymani
The usefulness of NLP techniques for predicting peaks in firefighter interventions due to rare events. Neural Comput. Appl. 34 (12) (2022)
Héber Hwang Arcolezi, Selene Cerna, Jean-François Couchot, Christophe Guyeux, Abdallah Makhoul
Privacy-Preserving Prediction of Victim's Mortality and Their Need for Transportation to Health Facilities. IEEE Trans. Ind. Informatics 18 (8) (2022)
Héber Hwang Arcolezi, Willian R. B. M. Nunes, Rafael A. de Araujo, Selene Cerna, Marcelo A. A. Sanches, Marcelo C. M. Teixeira, Aparecido Augusto de Carvalho
RISE controller tuning and system identification through machine learning for human lower limb rehabilitation via neuromuscular electrical stimulation. Eng. Appl. Artif. Intell. 102 (2021)
Selene Cerna, Héber Hwang Arcolezi, Christophe Guyeux, Guillaume Royer, Céline Chevallier
Machine learning-based forecasting of firemen ambulances' turnaround time in hospitals, considering the COVID-19 impact. Appl. Soft Comput. 109 (2021)
Héber Hwang Arcolezi, Jean-François Couchot, Selene Cerna, Christophe Guyeux, Guillaume Royer, Bechara al Bouna, Xiaokui Xiao
Forecasting the number of firefighter interventions per region with local-differential-privacy-based data. Comput. Secur. 96 (2020)
Selene Cerna, Christophe Guyeux, Héber Hwang Arcolezi, Raphaël Couturier, Guillaume Royer
A Comparison of LSTM and XGBoost for Predicting Firemen Interventions. WorldCIST (2) (2020)