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Pedro Larrañaga
Pedro Larrañaga
Professor of Artificial Intelligence - Universidad Politécnica de Madrid
Verified email at fi.upm.es - Homepage
Title
Cited by
Year
EDAspy: An extensible python package for estimation of distribution algorithms
VP Soloviev, P Larrañaga, C Bielza
Neurocomputing, 128043, 2024
2024
BN-BacArena: Bayesian network extension of BacArena for the dynamic simulation of microbial communities
T Blasco, F Balzerani, LV Valcárcel, P Larrañaga, C Bielza, MP Francino, ...
Bioinformatics 40 (5), btae266, 2024
2024
Methods’ details for the bnclassify package
B Mihaljevic, C Bielza, P Larranaga
2024
Retraction: NeuroSuites: an online platform for running neuroscience, statistical, and machine learning tools
Frontiers Editorial Office
Frontiers in Neuroinformatics 18, 1376953, 2024
2024
Explainable Artificial Intelligence and Process Mining Applications for Healthcare: Third International Workshop, XAI-Healthcare 2023, and First International Workshop, PM4H …
JM Juarez
Springer Nature, 2024
2024
Structural modeling of clinical factors for simultaneous validation and prediction of future conversion to mild cognitive impairment
SR Ram, BA Strange, L Zhang, T Ser, ELV Lorenzo, M Valentí, ...
Alzheimer's & Dementia 19, e078737, 2023
2023
Learning massive interpretable gene regulatory networks of the human brain by merging Bayesian networks
N Bernaola, M Michiels, P Larrañaga, C Bielza
PLOS Computational Biology 19 (12), e1011443, 2023
92023
Feature subset selection in data-stream environments using asymmetric hidden Markov models and novelty detection
C Puerto-Santana, P Larrañaga, C Bielza
Neurocomputing 554, 126641, 2023
22023
High-Dimensional Feature Characterization of Single Nucleotide Variants in Hypertrophic Cardiomyopathy
D Lozano, L Bote, C Bielza, P Larrañaga, M Sabater, JR Gimeno, ...
2023 Computing in Cardiology (CinC) 50, 1-4, 2023
2023
Feature subset selection for data and feature streams: a review
C Villa-Blanco, C Bielza, P Larrañaga
Artificial Intelligence Review 56 (Suppl 1), 1011-1062, 2023
112023
Causal reinforcement learning based on Bayesian networks applied to industrial settings
G Valverde, D Quesada, P Larrañaga, C Bielza
Engineering Applications of Artificial Intelligence 125, 106657, 2023
22023
Estimation of distribution algorithms in machine learning: a survey
P Larrañaga, C Bielza
IEEE Transactions on Evolutionary Computation, 2023
62023
Efficient search for relevance explanations using MAP-independence in Bayesian networks
E Valero-Leal, C Bielza, P Larrañaga, S Renooij
International Journal of Approximate Reasoning 160, 108965, 2023
32023
Constraint-based and hybrid structure learning of multidimensional continuous-time Bayesian network classifiers
C Villa-Blanco, A Bregoli, C Bielza, P Larrañaga, F Stella
International Journal of Approximate Reasoning 159, 108945, 2023
22023
Anomaly-based intrusion detection in iiot networks using transformer models
J Casajús-Setién, C Bielza, P Larrañaga
2023 IEEE International Conference on Cyber Security and Resilience (CSR), 72-77, 2023
32023
Variational quantum algorithm parameter tuning with estimation of distribution algorithms
VP Soloviev, P Larrañaga, C Bielza
2023 IEEE Congress on Evolutionary Computation (CEC), 1-9, 2023
12023
Semiparametric estimation of distribution algorithms for continuous optimization
VP Soloviev, C Bielza, P Larrañaga
IEEE Transactions on Evolutionary Computation, 2023
32023
ProbExplainer: A Library for Unified Explainability of Probabilistic Models and an Application in Interneuron Classification
E Valero-Leal, P Larrañaga, C Bielza
International Workshop on Explainable Artificial Intelligence in Healthcare …, 2023
2023
Risk profiles of Covid-19 patients in Spain: Study and presentation of the importance of clinical features over six waves of the pandemic
N Bernaola, PM Larrañaga Múgica, MC Bielza Lozoya
UPM, 2023
2023
Classifying the evolution of COVID-19 severity on patients with combined dynamic Bayesian networks and neural networks
D Quesada, P Larrañaga, C Bielza
arXiv preprint arXiv:2303.05972, 2023
2023
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Articles 1–20