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Selene Leya Cerna Ñahuis
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2020 – today
- 2023
- [c5]Héber Hwang Arcolezi
, Selene Cerna
On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms. DBSec 2023: 165-183 - [c4]Selene Cerna, Catuscia Palamidessi:
On the application and impact of ε-DP and fairness in ambulance engagement time prediction. Tiny Papers @ ICLR 2023 - [i2]Héber Hwang Arcolezi, Selene Cerna, Catuscia Palamidessi:
On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms. CoRR abs/2307.07744 (2023) - 2022
- [b1]Selene Leya Cerna Ñahuis:
Prediction of interventions and optimization of resources based on machine learning and operations research for fire departments. (Prédiction des interventions et optimisation des ressources basées sur l'apprentissage automatique et la recherche opérationnelle pour les services d'incendie et secours). University of Burgundy - Franche-Comté, France, 2022 - [j5]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): 10117-10132 (2022) - [j4]Héber Hwang Arcolezi
Privacy-Preserving Prediction of Victim's Mortality and Their Need for Transportation to Health Facilities. IEEE Trans. Ind. Informatics 18(8): 5592-5599 (2022) - 2021
- [j3]Selene Cerna
Machine learning-based forecasting of firemen ambulances' turnaround time in hospitals, considering the COVID-19 impact. Appl. Soft Comput. 109: 107561 (2021) - [j2]Héber Hwang Arcolezi
RISE controller tuning and system identification through machine learning for human lower limb rehabilitation via neuromuscular electrical stimulation. Eng. Appl. Artif. Intell. 102: 104294 (2021) - 2020
- [j1]Héber Hwang Arcolezi
Forecasting the number of firefighter interventions per region with local-differential-privacy-based data. Comput. Secur. 96: 101888 (2020) - [c3]Selene Cerna
A Comparison of LSTM and XGBoost for Predicting Firemen Interventions. WorldCIST (2) 2020: 424-434 - [i1]Héber Hwang Arcolezi, Willian R. B. M. Nunes
A Novel Robust and Intelligent Control Based Approach for Human Lower Limb Rehabilitation via Neuromuscular Electrical Stimulation. CoRR abs/2006.15605 (2020)
2010 – 2019
- 2019
- [c2]Selene Leya Cerna Ñahuis, Christophe Guyeux
Long Short-Term Memory for Predicting Firemen Interventions. CoDIT 2019: 1132-1137 - [c1]Héber Hwang Arcolezi
A RISE-based Controller Fine-tuned by an Improved Genetic Algorithm for Human Lower Limb Rehabilitation via Neuromuscular Electrical Stimulation. CoDIT 2019: 1197-1202
Coauthor Index
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