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Isabel Serra
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2020 – today
- 2023
- [j7]Axel Brando
, Isabel Serra
, Enrico Mezzetti
, Francisco J. Cazorla
, Jon Pérez-Cerrolaza
, Jaume Abella
:
On Neural Networks Redundancy and Diversity for Their Use in Safety-Critical Systems. Computer 56(5): 41-50 (2023) - [c7]Axel Brando, Isabel Serra, Enrico Mezzetti, Francisco J. Cazorla, Jaume Abella:
Standardizing the Probabilistic Sources of Uncertainty for the sake of Safety Deep Learning. SafeAI@AAAI 2023 - [c6]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:
SAFEXPLAIN: Safe and Explainable Critical Embedded Systems Based on AI. DATE 2023: 1-6 - 2022
- [c5]Axel Brando, Isabel Serra
, Enrico Mezzetti, Jaume Abella
, Francisco J. Cazorla:
Using Quantile Regression in Neural Networks for Contention Prediction in Multicore Processors. ECRTS 2022: 4:1-4:25 - [c4]Sergi Vilardell
, Isabel Serra, Enrico Mezzetti, Jaume Abella
, Francisco J. Cazorla, Joan del Castillo:
Using Markov's Inequality with Power-Of-k Function for Probabilistic WCET Estimation. ECRTS 2022: 20:1-20:24 - 2021
- [c3]Sergi Vilardell
, Isabel Serra
, Enrico Mezzetti, Jaume Abella
, Francisco J. Cazorla:
MUCH: exploiting pairwise hardware event monitor correlations for improved timing analysis of complex MPSoCs. SAC 2021: 511-520 - 2020
- [j6]Alvaro Corral
, Isabel Serra
:
The Brevity Law as a Scaling Law, and a Possible Origin of Zipf's Law for Word Frequencies. Entropy 22(2): 224 (2020) - [j5]Sergi Vilardell
, Isabel Serra
, Roberto Santalla, Enrico Mezzetti
, Jaume Abella
, Francisco J. Cazorla
:
HRM: Merging Hardware Event Monitors for Improved Timing Analysis of Complex MPSoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3662-3673 (2020) - [c2]Sergi Vilardell
, Isabel Serra
, Hamid Tabani, Jaume Abella
, Joan del Castillo, Francisco J. Cazorla:
CleanET: enabling timing validation for complex automotive systems. SAC 2020: 554-563
2010 – 2019
- 2019
- [j4]Joan del Castillo, Isabel Serra
, Maria Padilla, David Moriña:
Fitting Tails by the Empirical Residual Coefficient of Variation: The ercv Package. R J. 11(2): 56 (2019) - [c1]Sergi Vilardell
, Isabel Serra
, Jaume Abella
, Joan del Castillo, Francisco J. Cazorla:
Software Timing Analysis for Complex Hardware with Survivability and Risk Analysis. ICCD 2019: 227-236 - 2018
- [j3]Quim Arnau
, Angel A. Juan
, Isabel Serra
:
On the Use of Learnheuristics in Vehicle Routing Optimization Problems with Dynamic Inputs. Algorithms 11(12): 208 (2018) - 2016
- [j2]Joan Serrà
, Isabel Serra
, Alvaro Corral
, Josep Lluís Arcos
:
Ranking and significance of variable-length similarity-based time series motifs. Expert Syst. Appl. 55: 452-460 (2016) - 2015
- [j1]Joan del Castillo
, Isabel Serra
:
Likelihood inference for generalized Pareto distribution. Comput. Stat. Data Anal. 83: 116-128 (2015) - [i1]Joan Serrà, Isabel Serra, Alvaro Corral, Josep Lluís Arcos:
Ranking and significance of variable-length similarity-based time series motifs. CoRR abs/1503.01883 (2015)
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