Isabel Serra

18 papers A 2B 3C 1Misc 3Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 B conf
Detecting Low-Density Mixtures in High-Quantile Tails for pWCET Estimation.
ECRTS
Blau Manau, Sergi Vilardell, Isabel Serra, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla
2025 A conf
EMR: Removing Multicollinear Event Monitors to Improve Timing Modelling of Real-Time Systems.
RTSS
David Fonts, Diego Palacios, Sergi Vilardell, Axel Brando, Isabel Serra, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla
2025 Misc conf
Probabilistic Timing Estimates in Scenarios Under Testing Constraints.
SAC
Sergi Vilardell, Francesco Rossi, Gabriele Giordana, Isabel Serra, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla
2023 J jnl
On Neural Networks Redundancy and Diversity for Their Use in Safety-Critical Systems.
Computer
Axel Brando, Isabel Serra, Enrico Mezzetti, Francisco J. Cazorla, Jon Pérez-Cerrolaza, Jaume Abella
2023 A conf
SAFEXPLAIN: Safe and Explainable Critical Embedded Systems Based on AI.
DATE
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
2023 — conf
Standardizing the Probabilistic Sources of Uncertainty for the sake of Safety Deep Learning.
SafeAI@AAAI
Axel Brando, Isabel Serra, Enrico Mezzetti, Francisco J. Cazorla, Jaume Abella
2022 B conf
Using Markov's Inequality with Power-Of-k Function for Probabilistic WCET Estimation.
ECRTS
Sergi Vilardell, Isabel Serra, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla, Joan del Castillo
2022 B conf
Using Quantile Regression in Neural Networks for Contention Prediction in Multicore Processors.
ECRTS
Axel Brando, Isabel Serra, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla
2021 Misc conf
MUCH: exploiting pairwise hardware event monitor correlations for improved timing analysis of complex MPSoCs.
SAC
Sergi Vilardell, Isabel Serra, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla
2020 Misc conf
CleanET: enabling timing validation for complex automotive systems.
SAC
Sergi Vilardell, Isabel Serra, Hamid Tabani, Jaume Abella, Joan del Castillo, Francisco J. Cazorla
2020 J jnl
HRM: Merging Hardware Event Monitors for Improved Timing Analysis of Complex MPSoCs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Sergi Vilardell, Isabel Serra, Roberto Santalla, Enrico Mezzetti, Jaume Abella, Francisco J. Cazorla
2020 J jnl
The Brevity Law as a Scaling Law, and a Possible Origin of Zipf's Law for Word Frequencies.
Entropy
Alvaro Corral, Isabel Serra
2019 J jnl
Fitting Tails by the Empirical Residual Coefficient of Variation: The ercv Package.
R J.
Joan del Castillo, Isabel Serra, Maria Padilla, David Moriña
2019 C conf
Software Timing Analysis for Complex Hardware with Survivability and Risk Analysis.
ICCD
Sergi Vilardell, Isabel Serra, Jaume Abella, Joan del Castillo, Francisco J. Cazorla
2018 J jnl
On the Use of Learnheuristics in Vehicle Routing Optimization Problems with Dynamic Inputs.
Algorithms
Quim Arnau, Angel A. Juan, Isabel Serra
2016 J jnl
Ranking and significance of variable-length similarity-based time series motifs.
Expert Syst. Appl.
Joan Serrà, Isabel Serra, Alvaro Corral, Josep Lluís Arcos
2015 J jnl
Likelihood inference for generalized Pareto distribution.
Comput. Stat. Data Anal.
Joan del Castillo, Isabel Serra
2015 J jnl
Ranking and significance of variable-length similarity-based time series motifs.
CoRR
Joan Serrà, Isabel Serra, Alvaro Corral, Josep Lluís Arcos