PyBNesian: An extensible python package for Bayesian networks | 0 | 0.34 | 2022 |
Semiparametric Bayesian networks | 1 | 0.63 | 2022 |
An Online Feature Selection Methodology for Ball-Bearing Harmonic Frequencies Based on HMMs | 0 | 0.34 | 2021 |
Structure Learning of High-Order Dynamic Bayesian Networks via Particle Swarm Optimization with Order Invariant Encoding. | 0 | 0.34 | 2021 |
On generating random Gaussian graphical models | 0 | 0.34 | 2020 |
A circular-linear dependence measure under Johnson-Wehrly distributions and its application in Bayesian networks. | 0 | 0.34 | 2019 |
Markov Property in Generative Classifiers. | 0 | 0.34 | 2018 |
A partial orthogonalization method for simulating covariance and concentration graph matrices. | 0 | 0.34 | 2018 |
Bayesian optimization of the PC algorithm for learning Gaussian Bayesian networks. | 0 | 0.34 | 2018 |
Towards a supervised classification of neocortical interneuron morphologies. | 0 | 0.34 | 2018 |
bnclassify: Learning Bayesian Network Classifiers | 0 | 0.34 | 2018 |
Network design through forests with degree- and role-constrained minimum spanning trees. | 2 | 0.38 | 2017 |
Univariate and bivariate truncated von Mises distributions | 0 | 0.34 | 2017 |
A review of undirected and acyclic directed Gaussian Markov model selection and estimation. | 0 | 0.34 | 2016 |
Dynamic Bayesian Network-Based Anomaly Detection for In-Process Visual Inspection of Laser Surface Heat Treatment. | 1 | 0.40 | 2016 |
Anomaly Detection with a Spatio-Temporal Tracking of the Laser Spot. | 0 | 0.34 | 2016 |
Dendritic and Axonal Wiring Optimization of Cortical GABAergic Interneurons. | 1 | 0.38 | 2016 |
Decision functions for chain classifiers based on Bayesian networks for multi-label classification | 3 | 0.38 | 2016 |
Genetic algorithms and Gaussian Bayesian networks to uncover the predictive core set of bibliometric indices | 2 | 0.37 | 2016 |
Interval-based ranking in noisy evolutionary multi-objective optimization | 4 | 0.39 | 2015 |
Decision boundary for discrete Bayesian network classifiers | 2 | 0.38 | 2015 |
Regularized Multivariate von Mises Distribution. | 0 | 0.34 | 2015 |
Bayesian Network Classifiers for Categorizing Cortical GABAergic Interneurons. | 5 | 0.43 | 2015 |
Development of a Cyber-Physical System based on selective Gaussian naïve Bayes model for a self-predict laser surface heat treatment process control. | 1 | 0.41 | 2015 |
Towards Gaussian Bayesian Network Fusion | 0 | 0.34 | 2015 |
Classifying GABAergic interneurons with semi-supervised projected model-based clustering. | 3 | 0.38 | 2015 |
Multiobjective Estimation of Distribution Algorithm Based on Joint Modeling of Objectives and Variables | 31 | 0.87 | 2014 |
Bayesian networks in neuroscience: a survey. | 8 | 0.47 | 2014 |
Bayesian network modeling of the consensus between experts: An application to neuron classification. | 14 | 0.80 | 2014 |
Multi-Dimensional Classification with Super-Classes | 13 | 0.57 | 2014 |
Learning mixtures of polynomials of multidimensional probability densities from data using B-spline interpolation. | 5 | 0.45 | 2014 |
Multi-dimensional classification of GABAergic interneurons with Bayesian network-modeled label uncertainty. | 3 | 0.44 | 2014 |
Learning Mixtures of Polynomials of Conditional Densities from Data. | 1 | 0.36 | 2013 |
Learning Conditional Linear Gaussian Classifiers with Probabilistic Class Labels. | 1 | 0.34 | 2013 |
Cluster methods for assessing research performance: exploring Spanish computer science | 6 | 0.45 | 2013 |
Unveiling relevant non-motor Parkinson's disease severity symptoms using a machine learning approach. | 6 | 0.63 | 2013 |
Augmented Semi-naive Bayes Classifier. | 0 | 0.34 | 2013 |
Towards optimal neuronal wiring through estimation of distribution algorithms | 1 | 0.35 | 2013 |
Predicting human immunodeficiency virus inhibitors using multi-dimensional Bayesian network classifiers. | 11 | 0.55 | 2013 |
Network measures for information extraction in evolutionary algorithms. | 7 | 0.44 | 2013 |
Relationship among research collaboration, number of documents and number of citations: a case study in Spanish computer science production in 2000–2009 | 10 | 0.56 | 2013 |
A new measure for gene expression biclustering based on non-parametric correlation | 15 | 0.67 | 2013 |
Regularized continuous estimation of distribution algorithms | 13 | 0.56 | 2013 |
Classification of neural signals from sparse autoregressive features | 4 | 0.43 | 2013 |
Bayesian networks to answer challenging neuroscience questions. | 0 | 0.34 | 2013 |
A review on probabilistic graphical models in evolutionary computation | 37 | 1.00 | 2012 |
Wrapper positive Bayesian network classifiers. | 0 | 0.34 | 2012 |
Markov blanket-based approach for learning multi-dimensional Bayesian network classifiers: an application to predict the European Quality of Life-5 Dimensions (EQ-5D) from the 39-item Parkinson's Disease Questionnaire (PDQ-39). | 6 | 0.44 | 2012 |
Maximizing the number of polychronous groups in spiking networks | 0 | 0.34 | 2012 |
Lazy lasso for local regression | 4 | 0.61 | 2012 |