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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

Bandwidth selectors on semiparametric Bayesian networks

  • Alejandre, Victor
  • Bielza, Concha
  • Larranaga, Pedro

INFORMATION SCIENCES - 5/6/2026

10.1016/j.ins.2026.123198 View at source

  • ISSN 00200255

A multi-objective framework based on estimation of distribution algorithms for data-driven fuel experimental design

  • Soloviev, Vicente P
  • Larranaga, Pedro
  • Bernabei, Marco
  • Chirita, Marina A
  • Seoane, Jose M
  • Fontan, Pedro
  • Bielza, Concha
... View more Collapse

Journal Of Industrial And Management Optimization (p. 256-281) - 1/1/2026

10.3934/jimo.2026010 View at source

  • ISSN 15475816

Preface

  • Gama J
  • Abreu PH
  • Jorge AM
  • Soares C
  • Ribeiro RP
  • Larrañaga P
  • Japkowicz N
  • Pfahringer B
  • Dutra I
  • Pechenizkiy M
  • Pashami S
  • Cortez P
... View more Collapse

Syntactic Asp Forgetting With Forks (p. v-vii) - 1/1/2026

  • ISSN 03029743
  • iMarina

Preface

  • Gama J
  • Abreu PH
  • Jorge AM
  • Soares C
  • Ribeiro RP
  • Larrañaga P
  • Japkowicz N
  • Pfahringer B
  • Dutra I
  • Pechenizkiy M
  • Pashami S
  • Cortez P
... View more Collapse

Syntactic Asp Forgetting With Forks (p. v-vii) - 1/1/2026

  • ISSN 03029743
  • iMarina

Preface

  • Gama J
  • Abreu PH
  • Jorge AM
  • Soares C
  • Ribeiro RP
  • Larrañaga P
  • Japkowicz N
  • Pfahringer B
  • Dutra I
  • Pechenizkiy M
  • Pashami S
  • Cortez P
... View more Collapse

Syntactic Asp Forgetting With Forks (p. v-vii) - 1/1/2026

  • ISSN 03029743
  • iMarina

Preface

  • Gama J
  • Abreu PH
  • Jorge AM
  • Soares C
  • Ribeiro RP
  • Larrañaga P
  • Japkowicz N
  • Pfahringer B
  • Dutra I
  • Pechenizkiy M
  • Pashami S
  • Cortez P
... View more Collapse

Syntactic Asp Forgetting With Forks (p. v-vii) - 1/1/2026

  • ISSN 03029743
  • iMarina

Preface

  • Ribeiro RP
  • Japkowicz N
  • Jorge AM
  • Soares C
  • Abreu PH
  • Pfahringer B
  • Gama J
  • Larrañaga P
  • Dutra I
  • Pechenizkiy M
  • Pashami S
  • Cortez P
... View more Collapse

Syntactic Asp Forgetting With Forks (p. v-vii) - 1/1/2026

  • ISSN 03029743
  • iMarina

Preface

  • Gama J
  • Abreu PH
  • Jorge AM
  • Soares C
  • Ribeiro RP
  • Larrañaga P
  • Japkowicz N
  • Pfahringer B
  • Dutra I
  • Pechenizkiy M
  • Pashami S
  • Cortez P
... View more Collapse

Syntactic Asp Forgetting With Forks (p. v-vii) - 1/1/2026

  • ISSN 03029743
  • iMarina

Preface

  • Gama J
  • Abreu PH
  • Jorge AM
  • Soares C
  • Ribeiro RP
  • Larrañaga P
  • Japkowicz N
  • Pfahringer B
  • Dutra I
  • Pechenizkiy M
  • Pashami S
  • Cortez P
... View more Collapse

Syntactic Asp Forgetting With Forks (p. v-vii) - 1/1/2026

  • ISSN 03029743
  • iMarina

Preface

  • Gama J
  • Abreu PH
  • Jorge AM
  • Soares C
  • Ribeiro RP
  • Larrañaga P
  • Japkowicz N
  • Pfahringer B
  • Dutra I
  • Pechenizkiy M
  • Pashami S
  • Cortez P
... View more Collapse

Syntactic Asp Forgetting With Forks (p. v-vii) - 1/1/2026

  • ISSN 03029743
  • iMarina

Machine Learning and Knowledge Discovery in Databases. Research Track : European Conference, ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Proceedings, Part VIII

  • Bernhard Pfahringer, Nathalie Japkowicz, Pedro Larrañaga, Rita P. Ribeiro, Inês Dutra, Mykola Pechenizkiy, Paulo Cortez, Sepideh Pashami, Alípio M. Jorge, Carlos Soares, Pedro H. Abreu, João Gama (editores)

4/10/2025

  • ISBN 978-3-662-72243-5
  • iMarina

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

Interpretabilidad con redes bayesianas

  • LARRAÑAGA MUGICA, PEDRO MARIA

La Inteligencia Artificial Hoy y sus Aplicaciones con Big Data (p. 115-143) - 1/1/2025

  • 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

Artificial Intelligence in Medicine : 23rd. International Conference AIME. Pavia. Italy, June, 23-26 (2025)

  • LARRAÑAGA MUGICA, PEDRO MARIA (Miembro del comite cientifico)

Google books - 23/6/2025

  • iMarina

Estimation of Gaussian Process Algorithm

  • Daniel Conde, Pedro Larrañaga, Concha Bielza

23/4/2025

  • iMarina

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

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, VP
  • Larrañaga, P
  • Bielza, C

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.

SERVICIOS DE CONSULTORÍA CIENTÍFICA RELACIONADA CON ALGORITMOS DE IA

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

Period: 20-02-2026 - 31-03-2026

Type of funding: Internal

Amount of funding: 0,00 Euros.

  • iMarina

Asesoramiento científico en inteligencia artificial en ciberseguridad

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

Period: 17-04-2025 - 31-12-2025

  • iMarina

Asistencia técnica: AINGURA-INDUSTRIA INVESTIGACIÓN INDUSTRIAL

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

Period: From 01-03-2025

  • iMarina

Investigación fundamental en la interacción ultrarrápida láser/materia prima para la obtención de altas prestaciones en componentes críticos de alto valor añadido con tecnología aditiva 360º DED-LMD

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

Period: 01-01-2025 - 31-12-2027

  • iMarina

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

  • 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))
  • VILLA BLANCO, CARLOS (Miembro del equipo de trabajo)
  • BIELZA LOZOYA, MARIA CONCEPCION (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

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

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

Multi-dimensional Classification with Bayesian Networks for Stationary and Evolving Streaming Data.

  • LARRAÑAGA MUGICA, PEDRO MARIA (Director)
  • BIELZA LOZOYA, MARIA CONCEPCION (Director) Doctorando: BORCHANI, Hanen

1/1/2013

  • iMarina

Multi-dimensional classification using Bayesian networks for stationary and evolving streaming data

  • LARRAÑAGA MUGICA, PEDRO MARIA (Autor o Coautor)
  • Concha Bielza Lozoya (Director)
  • Pedro Larrañaga Múgica (Director) Doctorando: Borchani, Hanen

1/1/2013

  • iMarina

Avances en algoritmos de estimación de distribuciones. Alternativas en el aprendizaje y representación de problemas

  • LARRAÑAGA MUGICA, PEDRO MARIA (Autor o Coautor)
  • Endika Bengoetxea Castro (Director)
  • Pedro Larrañaga Múgica (Director) Doctorando: María Teresa Miquélez Echegaray

1/1/2010

  • iMarina

Supervised classification in continuous domains with bayesian networks

  • LARRAÑAGA MUGICA, PEDRO MARIA (Autor o Coautor)
  • Iñaki Inza Cano (Director)
  • Pedro Larrañaga Múgica (Director) Doctorando: Aritz Pérez Martínez

1/1/2010

  • iMarina

Clasificadores bayesianos en la selección embrionaria en tratamientos de reproducción asistida

  • LARRAÑAGA MUGICA, PEDRO MARIA (Autor o Coautor)
  • Pedro Larrañaga Múgica (Director)
  • Endika Bengoetxea Castro (Director) Doctorando: Dinora Araceli Morales Vega

1/1/2009

  • iMarina

Consensus policies to solve bioinformatic problems through bayesian network classifiers and estimation of distribution algorithms

  • LARRAÑAGA MUGICA, PEDRO MARIA (Autor o Coautor)
  • Iñaki Inza Cano (Director)
  • Pedro Larrañaga Múgica (Director) Doctorando: Ruben Armañanzas Arnedillo

1/1/2009

  • iMarina

A computer implemented method and system for health monitoring of structures

  • DÍAZ ROZO, JAVIER (Inventores/autores/obtentores)
  • PUERTO-SANTANA, CRISTIAN (Inventores/autores/obtentores)
  • OCAMPO-MARTÍNEZ, CARLOS (Inventores/autores/obtentores)
  • BIELZA LOZOYA, MARIA CONCEPCION (Inventores/autores/obtentores)
  • LARRAÑAGA MUGICA, PEDRO MARIA (Inventores/autores/obtentores)

18/9/2025

  • 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: 5/15/26 1:44 PM