Isabel Serra

According to our database, Isabel Serra authored at least 14 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

On Neural Networks Redundancy and Diversity for Their Use in Safety-Critical Systems.

Axel Brando, Isabel Serra, Enrico Mezzetti, Francisco J. Cazorla, Jon Pérez-Cerrolaza, Jaume Abella

Computer, May, 2023

SAFEXPLAIN: Safe and Explainable Critical Embedded Systems Based on AI.

Jaume Abella, Jon Pérez, Cristofer Englund, Bahram Zonooz, Gabriele Giordana, Carlo Donzella, Francisco J. Cazorla, Enrico Mezzetti, Isabel Serra, Axel Brando, Irune Agirre, Fernando Eizaguirre, Thanh Hai Bui, Elahe Arani, Fahad Sarfraz, Ajay Balasubramaniam, Ahmed Badar, Ilaria Bloise, Lorenzo Feruglio, Ilaria Cinelli, Davide Brighenti, Davide Cunial

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Standardizing the Probabilistic Sources of Uncertainty for the sake of Safety Deep Learning.

Axel Brando, Isabel Serra, Enrico Mezzetti, Francisco J. Cazorla, Jaume Abella

Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023

2022

Using Markov's Inequality with Power-Of-k Function for Probabilistic WCET Estimation.

Sergi Vilardell, Isabel Serra, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla, Joan del Castillo

Proceedings of the 34th Euromicro Conference on Real-Time Systems, 2022

Using Quantile Regression in Neural Networks for Contention Prediction in Multicore Processors.

Axel Brando, Isabel Serra, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla

Proceedings of the 34th Euromicro Conference on Real-Time Systems, 2022

2021

MUCH: exploiting pairwise hardware event monitor correlations for improved timing analysis of complex MPSoCs.

Sergi Vilardell, Isabel Serra, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

2020

HRM: Merging Hardware Event Monitors for Improved Timing Analysis of Complex MPSoCs.

Sergi Vilardell, Isabel Serra, Roberto Santalla, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

The Brevity Law as a Scaling Law, and a Possible Origin of Zipf's Law for Word Frequencies.

Alvaro Corral, Isabel Serra

Entropy, 2020

CleanET: enabling timing validation for complex automotive systems.

Sergi Vilardell, Isabel Serra, Hamid Tabani, Jaume Abella, Joan del Castillo, Francisco J. Cazorla

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

2019

Fitting Tails by the Empirical Residual Coefficient of Variation: The ercv Package.

Joan del Castillo, Isabel Serra, Maria Padilla, David Moriña

R J., 2019

Software Timing Analysis for Complex Hardware with Survivability and Risk Analysis.

Sergi Vilardell, Isabel Serra, Jaume Abella, Joan del Castillo, Francisco J. Cazorla

Proceedings of the 37th IEEE International Conference on Computer Design, 2019

2018

On the Use of Learnheuristics in Vehicle Routing Optimization Problems with Dynamic Inputs.

Quim Arnau, Angel A. Juan, Isabel Serra

Algorithms, 2018

2016

Ranking and significance of variable-length similarity-based time series motifs.

Joan Serrà, Isabel Serra, Alvaro Corral, Josep Lluís Arcos

Expert Syst. Appl., 2016

2015

Likelihood inference for generalized Pareto distribution.

Joan del Castillo, Isabel Serra

Comput. Stat. Data Anal., 2015