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

International Journal Of Approximate Reasoning - 1/9/2023

10.1016/j.ijar.2023.108965 View at source

• ISSN 0888613X

• iMarina

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

International Journal Of Approximate Reasoning - 1/8/2023

10.1016/j.ijar.2023.108945 View at source

• ISSN 0888613X

• iMarina

Causal reinforcement learning based on Bayesian networks applied to industrial settings

Engineering Applications Of Artificial Intelligence - 1/10/2023

10.1016/j.engappai.2023.106657 View at source

• ISSN 09521976

• iMarina

Quantum approximate optimization algorithm for Bayesian network structure learning

Quantum Information Processing - 1/1/2023

10.1007/s11128-022-03769-2 View at source

• ISSN 15700755

• iMarina

NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools

Frontiers In Neuroinformatics - 1/1/2023

10.3389/fninf.2023.1092967 View at source

• ISSN 16625196

• iMarina

Semiparametric Estimation of Distribution Algorithms for Continuous Optimization

Ieee Transactions On Evolutionary Computation (p. 1-1) - 1/1/2023

10.1109/tevc.2023.3290670 View at source

• ISSN 1089778X

• iMarina

Feature subset selection for data and feature streams: a review

Artificial Intelligence Review (p. 1011-1062) - 1/1/2023

10.1007/s10462-023-10546-9 View at source

• ISSN 02692821

• iMarina

Estimation of Distribution Algorithms in Machine Learning: A Survey

Ieee Transactions On Evolutionary Computation (p. 1-1) - 1/1/2023

10.1109/tevc.2023.3314105 View at source

• ISSN 1089778X

• iMarina

Feature subset selection in data-stream environments using asymmetric hidden Markov models and novelty detection

Neurocomputing - 1/1/2023

10.1016/j.neucom.2023.126641 View at source

• ISSN 09252312

• iMarina

Autoregressive Asymmetric Linear Gaussian Hidden Markov Models

Ieee Transactions On Pattern Analysis And Machine Intelligence (p. 4642-4658) - 1/9/2022

10.1109/tpami.2021.3068799 View at source

• ISSN 01628828

• iMarina

Data-Driven Computational Neuroscience

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

• iMarina

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

1/1/2011

• ISBN 9788415302056

• iMarina

Fundamentos de los sistemas de ayuda a la decisión

1/1/2002

• ISBN 8478974946

• iMarina

Exploratory Data Analysis

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

• iMarina

Performance Evaluation

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

• iMarina

Computational Neuroscience

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

• iMarina

Probabilistic Classifiers

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

• iMarina

Data-Driven Computational Neuroscience Preface

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

• iMarina

Probability Theory and Random Variables

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

• iMarina

Non-probabilistic Clustering

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

• iMarina

Bayesian Networks

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

• iMarina

Non-probabilistic Classifiers

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

• iMarina

Probabilistic Inference

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

• iMarina

Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models

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

• iMarina

Variational Quantum Algorithm Parameter Tuning with Estimation of Distribution Algorithms

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

10.1109/cec53210.2023.10254138 View at source

• iMarina

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

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

10.22489/cinc.2023.172 View at source

• ISSN 23258861

• iMarina

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

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

• iMarina

Quantum parametric circuit optimization with estimation of distribution algorithms

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

• iMarina

Structure Learning Algorithms for Multidimensional Continuous-Time Bayesian Network Classifiers

Critical Care Medicine (p. 313-324) - 1/1/2022

• ISSN 00903493

• iMarina

Evolutive Adversarially-Trained Bayesian Network Autoencoder for Interpretable Anomaly Detection

Critical Care Medicine (p. 397-408) - 1/1/2022

• ISSN 00903493

• iMarina

Extending MAP-independence for Bayesian network explainability

Hmieai-2022 - 1/1/2022

• iMarina

Interpreting Time-Varying Dynamic Bayesian Networks for Earth Climate Modelling

Critical Care Medicine (p. 373-384) - 1/1/2022

• ISSN 00903493

• iMarina

Quantum-Inspired Estimation Of Distribution Algorithm To Solve The Travelling Salesman Problem

2021 Ieee Congress On Evolutionary Computation (Cec 2021) (p. 416-425) - 1/1/2021

10.1109/cec45853.2021.9504821 View at source

• iMarina

Asymmetric hidden Markov models and extensions applied to industry

2/3/2023

• iMarina

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

27/10/2023

• iMarina

Nonparametric Models and Bayesian Networks. Applications to Anomaly Detection

1/1/2021

• iMarina

Multidimensional clustering with Bayesian networks

1/1/2021

• iMarina

Unifying methodologies for graphical models with Gaussian parametrization

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

1/1/2019

• iMarina

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

1/1/2019

• iMarina

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

1/1/2019

• iMarina

Learning Tractable Bayesian Networks

1/1/2019

• iMarina

Theoretical studies on Bayesian network classifiers

1/1/2018

• iMarina

TEST PREDICTOR DE SUPERVIVENCIA GLOBAL DE ADENOCARCINOMA DE PULMON

5/11/2010

• iMarina

SIMLIN 2.0. Software de simulación de daños en líneas de clasificación de frutas.

26/3/2001

• iMarina