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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)
Coauthor Index
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