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Author profile at the institutional portal

Larrañaga Mugica, Pedro Maria pedro.larranaga@upm.es

INTELIGENCIA ARTIFICIAL / Universidad Politécnica de Madrid

Publications

Discovering Genetic Variants in Hypertrophic Cardiomyopathy With Multiple Machine Learning Techniques

  • Lozano-Paredes, Dafne
  • Bote-Curiel, Luis
  • Sabater-Molina, Maria
  • Bielza, Concha
  • Gimeno-Blanes, Juan R
  • Munoz-Romero, Sergio
  • Gimeno-Blanes, F Javier
  • Larranaga, Pedro
  • Rojo-Alvarez, Jose Luis
... View more Collapse

Ieee Transactions On Computational Biology And Bioinformatics (p. 1822-1835) - 1/7/2025

10.1109/tcbbio.2025.3572833 View at source

  • ISSN 29984165

BN-BacArena: Bayesian network extension of BacArena for the dynamic simulation of microbial communities

  • Blasco, T
  • Balzerani, F
  • Valcárcel, LV
  • Larrañaga, P
  • Bielza, C
  • Francino, MP
  • Rufián-Henares, JA
  • Planes, FJ
  • Pérez-Burillo, S
... View more Collapse

Bioinformatics - 2/5/2024

10.1093/bioinformatics/btae266 View at source

  • ISSN 13674803

Trainability maximization using estimation of distribution algorithms assisted by surrogate modelling for quantum architecture search

  • Soloviev, VP
  • Dunjko, V
  • Bielza, C
  • Larrañaga, P
  • Wang, H

Epj Quantum Technology - 1/12/2024

10.1140/epjqt/s40507-024-00282-6 View at source

  • ISSN 21960763

EDAspy: An extensible python package for estimation of distribution algorithms

  • Soloviev, VP
  • Larrañaga, P
  • Bielza, C

Neurocomputing - 1/1/2024

10.1016/j.neucom.2024.128043 View at source

  • ISSN 09252312

Explainable Artificial Intelligence and Process Mining Applications for Healthcare: Third International Workshop, XAI-Healthcare 2023, and First International Workshop, PM4H …

  • JM Juarez

Springer Nature - 1/1/2024

  • iMarina

Preface

  • Noll T
  • Montiel M
  • Gómez F
  • Hamido OC
  • Besada JL
  • Martins JO

Lecture Notes In Computer Science (p. v-vi) - 1/1/2024

10.15767/feministstudies.43.2.0255 View at source

  • ISSN 03029743

Preface

  • Orjuela-Cañón AD
  • Arias-Londoño JD
  • Lopez JA

Communications In Computer And Information Science (p. vi-vi) - 1/1/2024

  • ISSN 18650929
  • iMarina

Efficient search for relevance explanations using MAP-independence in Bayesian networks

  • Valero-Leal, E
  • Bielza, C
  • Larrañaga, P
  • Renooij, S

International Journal Of Approximate Reasoning - 1/9/2023

10.1016/j.ijar.2023.108965 View at source

  • ISSN 0888613X

Constraint-based and hybrid structure learning of multidimensional continuous-time Bayesian network classifiers

  • Villa-Blanco, C
  • Bregoli, A
  • Bielza, C
  • Larrañaga, P
  • Stella, F

International Journal Of Approximate Reasoning - 1/8/2023

10.1016/j.ijar.2023.108945 View at source

  • ISSN 0888613X

Learning massive interpretable gene regulatory networks of the human brain by merging Bayesian networks

  • Bernaola, N
  • Michiels, M
  • Larrañaga, P
  • Bielza, C

Plos Computational Biology - 1/12/2023

10.1371/journal.pcbi.1011443 View at source

  • ISSN 1553734X

Methods’ details for the bnclassify package

  • B Mihaljevic
  • C Bielza
  • P Larranaga

1/1/2024

  • iMarina

Explainable Artificial Intelligence and Process Mining Applications for Healthcare. Third International Workshop, XAI-Healthcare 2023, and First International Workshop, PM4H 2023, Portoroz, Slovenia, June 15, 2023, Proceedings

  • Jose M. Juarez, Carlos Fernandez-Llatas, Concha Bielza, Owen Johnson, Primoz Kocbek, Pedro Larrañaga, Niels Martin, Jorge Munoz-Gama, Gregor Štiglic, Marcos Sepulveda, Alfredo Vellido

(p. 1-131) - 1/1/2024

978-3-031-54303-6 View at source

  • ISBN 978-3-031-54303-6

Data-Driven Computational Neuroscience

  • Bielza, C
  • Larranaga, P

Data-Driven Computational Neuroscience: Machine Learning And Statistical Models (p. 1-689) - 1/1/2021

  • iMarina

Prediction of covid-19 severity in madrid region with model-leaf trees.

  • MA Riaño-Sánchez
  • C Bielza
  • P Larrañaga

1/1/2021

  • iMarina

Technical details for the bnclassify package

  • B Mihaljevic
  • C Bielza
  • P Larranaga

1/1/2018

  • iMarina

Special Issue on Recent Trends in Intelligent Systems

  • JA Gámez
  • F Herrera
  • JM Puerta
  • J Hernández-González
  • I Inza

1/1/2016

  • iMarina

CONTRIBUTIONS TO THE TRUNCATED VON MISES DISTRIBUTION FOR THE UNIVARIATE AND BIVARIATE CASE

  • PF González
  • PL Mugica

1/1/2014

  • iMarina

GECCO’14: Proceedings of the 2014 conference on Genetic and evolutionary computation

  • C Igel
  • DV Arnold
  • C Gagne
  • E Popovici
  • A Auger
  • J Bacardit
  • D Brockhoff
... View more Collapse

1/1/2014

  • iMarina

Productividad y visibilidad científica de los profesores funcionarios de las universidades públicas españolas en el área de tecnologías informáticas

  • Alfonso Ibáñez
  • Concha Bielza Lozoya
  • Pedro Larrañaga Múgica

1/1/2011

  • ISBN 9788415302056
  • iMarina

Regularized Model Learning in Estimation of Distribution Algorithms for Continuous Optimization Problems

  • HKR Santana
  • CBP Larranaga

1/1/2011

  • iMarina

Exploratory Data Analysis

  • Bielza, C
  • Larrañaga, P

Data-Driven Computational Neuroscience: Machine Learning And Statistical Models (p. 53-95) - 1/1/2021

  • iMarina

Performance Evaluation

  • Bielza, C
  • Larrañaga, P

Data-Driven Computational Neuroscience: Machine Learning And Statistical Models (p. 201-225) - 1/1/2021

  • iMarina

Computational Neuroscience

  • Bielza, C
  • Larrañaga, P

Data-Driven Computational Neuroscience: Machine Learning And Statistical Models (p. 3-49) - 1/1/2021

  • iMarina

Probabilistic Classifiers

  • Bielza, C
  • Larrañaga, P

Data-Driven Computational Neuroscience: Machine Learning And Statistical Models (p. 320-386) - 1/1/2021

  • iMarina

Data-Driven Computational Neuroscience Preface

  • Bielza, C
  • Larrañaga, P

Data-Driven Computational Neuroscience: Machine Learning And Statistical Models (p. XI-+) - 1/1/2021

  • iMarina

Probability Theory and Random Variables

  • Bielza, C
  • Larrañaga, P

Data-Driven Computational Neuroscience: Machine Learning And Statistical Models (p. 96-140) - 1/1/2021

  • iMarina

Non-probabilistic Clustering

  • Bielza, C
  • Larrañaga, P

Data-Driven Computational Neuroscience: Machine Learning And Statistical Models (p. 437-468) - 1/1/2021

  • iMarina

Bayesian Networks

  • Bielza, C
  • Larrañaga, P

Data-Driven Computational Neuroscience: Machine Learning And Statistical Models (p. 489-546) - 1/1/2021

  • iMarina

Non-probabilistic Classifiers

  • Bielza, C
  • Larrañaga, P

Data-Driven Computational Neuroscience: Machine Learning And Statistical Models (p. 262-319) - 1/1/2021

  • iMarina

Probabilistic Inference

  • Bielza, C
  • Larrañaga, P

Data-Driven Computational Neuroscience: Machine Learning And Statistical Models (p. 141-197) - 1/1/2021

  • iMarina

ProbExplainer: A Library for Unified Explainability of Probabilistic Models and an Application in Interneuron Classification

  • Valero-Leal, E
  • Larrañaga, P
  • Bielza, C

Communications In Computer And Information Science (p. 41-51) - 1/1/2024

10.1007/978-3-031-54303-6_5 View at source

  • ISSN 18650929

Fast bridge health monitoring deployment with transferable expertise

  • Sojo-García R
  • Larrañaga P
  • Bielza C
  • Díaz-Rozo J

Bridge Maintenance, Safety, Management, Digitalization And Sustainability - Proceedings Of The 12th International Conference On Bridge Maintenance, Safety And Management, Iabmas 2024 (p. 1523-1530) - 1/1/2024

10.1201/9781003483755-178 View at source

Multi-objective Counterfactuals in Bayesian Classifiers with Estimation of Distribution Algorithms

  • Zaragoza-Pellicer, D
  • Bielza, C
  • Larrañaga, P

International Conference On Probabilistic Graphical Models (p. 415-426) - 1/1/2024

  • iMarina

A probabilistic perspective for optimizing the parameters of quantum heuristics using evolutionary algorithms

  • BIELZA LOZOYA, MARIA CONCEPCION
  • LARRAÑAGA MUGICA, PEDRO MARIA
  • PÉREZ SOLOVIEV, VICENTE

Quantum Information In Spain Ice-8. Galicia, Spain. - 1/6/2023

  • iMarina

Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models

  • Casajús-Setién, J
  • Bielza, C
  • Larrañaga, P

Proceedings Of The 2023 Ieee International Conference On Cyber Security And Resilience, Csr 2023 (p. 72-77) - 1/1/2023

10.1109/csr57506.2023.10224965 View at source

Variational Quantum Algorithm Parameter Tuning with Estimation of Distribution Algorithms

  • Soloviev VP
  • Larranaga P
  • Bielza C

2023 Ieee Congress On Evolutionary Computation, Cec 2023 - 1/1/2023

10.1109/cec53210.2023.10254138 View at source

High-Dimensional Feature Characterization of Single Nucleotide Variants in Hypertrophic Cardiomyopathy

  • Lozano D
  • Bote L
  • Bielza C
  • Larranaga P
  • Sabater M
  • Gimeno JR
  • Munoz S
  • Gimeno FJ
  • Rojo JL
... View more Collapse

2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023

10.22489/cinc.2023.172 View at source

  • ISSN 23258861

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 - 1/1/2023

  • iMarina

An Online Feature Selection Methodology for Ball-Bearing Harmonic Frequencies Based on HMMs

  • Puerto-Santana, C
  • Larrañaga, P
  • Diaz-Rozo, J
  • Bielza, C

Advances In Intelligent Systems And Computing (p. 546-555) - 1/1/2022

10.1007/978-3-030-87869-6_52 View at source

  • ISSN 21945357

Quantum parametric circuit optimization with estimation of distribution algorithms

  • Soloviev, Vicente P
  • Larranaga, Pedro
  • Bielza, Concha

Gecco 2022 Companion - Proceedings Of The 2022 Genetic And Evolutionary Computation Conference (p. 2247-2250) - 1/1/2022

10.1145/3520304.3533963 View at source

This researcher has no working papers.

This researcher has no technical reports.

TEC-2024/COM-89 - CIG. Inteligencia artificial para la industria 4.0: generación de datos, modelado avanzado, optimización e interpretabilidad

  • Hernandez Lobato, Daniel (Investigador principal (IP))

Period: 01-01-2025 - 31-12-2028

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID

Amount of funding: 0,00 Euros.

DISEÑO EXPERIMENTAL MULTIOBJETIVO (ACUERDO N.º 8)

  • LARRAÑAGA MUGICA, PEDRO MARIA (Colaborador/a)
  • BIELZA LOZOYA, MARIA CONCEPCION (Investigador principal (IP))

Period: 01-02-2024 - 31-12-2024

Type of funding: Internal

Amount of funding: 70000,00 Euros.

  • iMarina

USET UNCONVENTIONAL FIELDS (ACUERDO N.º 7)

  • LARRAÑAGA MUGICA, PEDRO MARIA (Colaborador/a)
  • BIELZA LOZOYA, MARIA CONCEPCION (Investigador principal (IP))

Period: 01-02-2024 - 31-12-2024

Type of funding: Internal

Amount of funding: 84335,00 Euros.

  • iMarina

Nuevas Soluciones basadas en Inteligencia Artificial para la eficiencia y la flexibilidad de la producción industrial

  • LARRAÑAGA MUGICA, PEDRO MARIA (Investigador principal (IP))
  • MIHALJEVIC, BOJAN (Participante)
  • FDEZ DEL POZO DE SALAMANCA, JUAN ANTONIO (Participante)
  • BIELZA LOZOYA, MARIA CONCEPCION (Participante)

Period: 01-01-2024 - 31-12-2027

Type of funding: National

Amount of funding: 433500,00 Euros.

  • iMarina

Algoritmos de Estimación de Distribuciones en Aprendizaje Automático y Optimización

  • VILLA BLANCO, CARLOS (Miembro del equipo de trabajo)
  • BIELZA LOZOYA, MARIA CONCEPCION (Investigador principal (IP))
  • Li NA, Carlos (Miembro del equipo de trabajo)
  • Casajús NA, Jorge (Miembro del equipo de trabajo)
  • FDEZ DEL POZO DE SALAMANCA, JUAN ANTONIO (Participante)
  • MIHALJEVIC, BOJAN (Participante)
  • VALERO LEAL, ENRIQUE (Miembro del equipo de trabajo)
  • PÉREZ SOLOVIEV, VICENTE (Miembro del equipo de trabajo)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Investigador principal (IP))
... View more Collapse

Period: 01-09-2023 - 31-08-2026

Type of funding: National

Amount of funding: 104693,09 Euros.

  • iMarina

Investigación del proceso mecanizado y corte láser de piezas esbeltas de Aluminio para el sector de la movilidad sostenible y desarrollo de la nueva solución de manufactura híbrida y digital de futuro (AI2Future)

  • BIELZA LOZOYA, MARIA CONCEPCION (Participante)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Investigador principal (IP))

Period: 01-05-2023 - 31-12-2024

  • iMarina

SELF DRIVING LAB (ACUERDO N.º 6)

  • LARRAÑAGA MUGICA, PEDRO MARIA (Colaborador/a)
  • BIELZA LOZOYA, MARIA CONCEPCION (Investigador principal (IP))

Period: 16-01-2023 - 31-12-2023

Type of funding: Internal

Amount of funding: 75000,00 Euros.

  • iMarina

FACTURACIÓN UTE FAI4CIM LOTE 1 COMPRA PÚBLICA PRECOMERCIAL PARA EL DESARROLLO DE SOLUCIONES INNOVADORAS EN EL ÁMBITO DE LA INSPECCIÓN DE PUENTES, VIADUCTOS Y APARATOS DE DESVÍOS

  • BIELZA LOZOYA, MARIA CONCEPCION (Colaborador/a)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Investigador principal (IP))

Period: 16-02-2022 - 25-04-2022

  • iMarina

TITANIUM IND-Detección de ataques y anomalías M3-M35

  • LARRAÑAGA MUGICA, PEDRO MARIA (Investigador principal (IP))

Period: 22-12-2022 - 31-12-2024

  • iMarina

Investigación y Desarrollo de algoritmos para caracterización y monitorización de puentes (M1-M24). Integración de algoritmia en hardware embebido (M13-M36). ML Bridges. Adenda de prórroga/ampliación de Proyecto AINGURA IIOT-I+D-M1-M24-M13-M36

  • LARRAÑAGA MUGICA, PEDRO MARIA (Investigador principal (IP))

Period: 16-12-2022 - 30-09-2022

  • iMarina

New Advances in Estimation of Distribution Algorithms for Quantum Machine Learning and Industrial Scenarios

  • LARRAÑAGA MUGICA, PEDRO MARIA (Director)
  • BIELZA LOZOYA, MARIA CONCEPCION (Director) Doctorando: PÉREZ SOLOVIEV, VICENTE

6/5/2025

  • iMarina

Feature Subset Selection and Multi-dimensional Continuous-Time Bayesian Network Classifiers for Streaming Data

  • BIELZA LOZOYA, MARIA CONCEPCION (Director)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Director)
  • Carlos Villa‐Blanco (Autor (correspondencia)) Doctorando: Villa Blanco, Carlos

17/5/2024

  • iMarina

Asymmetric hidden Markov models and extensions applied to industry

  • LARRAÑAGA MUGICA, PEDRO MARIA (Director)
  • BIELZA LOZOYA, MARIA CONCEPCION (Director) Doctorando: Puerto Santana, Carlos

2/3/2023

  • iMarina

Multivariate time-series modelling and forecasting with high-order dynamic Bayesian networks applied in industrial settings

  • BIELZA LOZOYA, MARIA CONCEPCION (Director)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Director) Doctorando: Quesada López, David

27/10/2023

  • iMarina

Nonparametric Models and Bayesian Networks. Applications to Anomaly Detection

  • BIELZA LOZOYA, MARIA CONCEPCION (Director)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Director) Doctorando: Atienza González, David

1/1/2021

  • iMarina

Multidimensional clustering with Bayesian networks

  • BIELZA LOZOYA, MARIA CONCEPCION (Director)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Director) Doctorando: Rodríguez Sánchez, Fernando

1/1/2021

  • iMarina

Unifying methodologies for graphical models with Gaussian parametrization

  • Larrañaga Múgica, Pedro (Director)
  • BIELZA LOYOLA, Concha (Director) Doctorando: Córdoba Sánchez, Irene

1/1/2020

  • iMarina

Clustering probabilístico dinámico para la búsqueda de patrones de degradación de elementos de máquina en el ámbito del Industrie 4.0

  • LARRAÑAGA MUGICA, PEDRO MARIA (Director)
  • BIELZA LOZOYA, MARIA CONCEPCION (Director) Doctorando: DÍAZ ROZO, Javier

1/1/2019

  • iMarina

Developments in probabilistic graphical models, circular distributions and theory of random forests with applications in neuroscience

  • LARRAÑAGA MUGICA, PEDRO MARIA (Director)
  • BIELZA LOZOYA, MARIA CONCEPCION (Director) Doctorando: FERNÁNDEZ-GONZÁLEZ, Pablo

1/1/2019

  • iMarina

Clustering based on Bayesian networks with Gaussian and angular predictors : applications in Neuroscience

  • BIELZA LOZOYA, MARIA CONCEPCION (Director)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Director) Doctorando: LUENGO-SÁNCHEZ, Sergio

1/1/2019

  • iMarina

TEST PREDICTOR DE SUPERVIVENCIA GLOBAL DE ADENOCARCINOMA DE PULMON

  • LARRAÑAGA MÚJICA, Pedro (Inventores/autores/obtentores)
  • GARCIA ESCUDERO RAMON (Inventores/autores/obtentores)
  • PARAMIO GONZALEZ JESUS MARIA (Inventores/autores/obtentores)
  • LARRANAGA MUJICA PEDRO (Inventores/autores/obtentores)
  • BIELZA LOZOYA CONCEPCION (Inventores/autores/obtentores)

5/11/2010

  • iMarina
Last data update: 11/25/25 12:25 AM