List of works - Concha Bielza

3D morphology-based clustering and simulation of human pyramidal cell dendritic spines

scientific article published on 13 June 2018

A Bayesian network model for surface roughness prediction in the machining process

scientific article published in December 2008

A Comparison of Graphical Techniques for Asymmetric Decision Problems

scientific article published in November 1999

A Survey of L 1 Regression

scientific article published on 24 October 2013

A community-based transcriptomics classification and nomenclature of neocortical cell types

scientific article published on 24 August 2020

A comparison of clustering quality indices using outliers and noise

scientific article published on 11 July 2012

A decision approach to competitive electronic sealed-bid auctions for land

scientific article published in September 2006

A graphical decision-theoretic model for neonatal jaundice

scientific article published in May 2007

A list-based compact representation for large decision tables management

scientific article published in February 2005

A new feature extraction method for signal classification applied to cord dorsum potential detection

scientific article published on 28 August 2012

A regularity index for dendrites - local statistics of a neuron's input space

scientific article published on 12 November 2018

A review of estimation of distribution algorithms in bioinformatics

scientific article published on 11 September 2008

A review of representation issues and modeling challenges with influence diagrams

scientific article published in June 2011

A review on evolutionary algorithms in Bayesian network learning and inference tasks

scientific article published in June 2013

A review on probabilistic graphical models in evolutionary computation

scientific article published on 21 August 2012

A survey on multi-output regression

scientific article published on 15 July 2015

A univocal definition of the neuronal soma morphology using Gaussian mixture models.

scientific article

AN L1-REGULARIZED NAÏVE BAYES-INSPIRED CLASSIFIER FOR DISCARDING REDUNDANT AND IRRELEVANT PREDICTORS

scientific article published in August 2013

Análisis de la actividad científica de las universidades públicas españolas en el área de las tecnologías informáticas

scientific article published on 15 March 2013

Approximating nondominated sets in continuous multiobjective optimization problems

scientific article published in August 2005

Bayesian network classifiers for categorizing cortical GABAergic interneurons.

scientific article published in April 2015

Bayesian network modeling of the consensus between experts: An application to neuron classification

Bayesian networks in neuroscience: a survey

scientific article published on 16 October 2014

Bayesian networks to answer challenging neuroscience questions

scientific article published in June 2013

Bayesian sparse partial least squares

scientific article published on 18 September 2013

Biomedical Informatics Publications: a Global Perspective

scientific article published in 2012

Biomedical informatics publications: a global perspective. Part II: Journals

scientific article published on 7 February 2012

Bivariate empirical and n-variate Archimedean copulas in estimation of distribution algorithms

Branching angles of pyramidal cell dendrites follow common geometrical design principles in different cortical areas.

scientific article published on August 2014

Classification of neocortical interneurons using affinity propagation

scientific article published on 3 December 2013

Classification of neural signals from sparse autoregressive features

scientific article published in July 2013

Classifying GABAergic interneurons with semi-supervised projected model-based clustering.

scientific article published on 2 January 2015

Classifying evolving data streams with partially labeled data

scientific article published on 25 August 2011

Cluster methods for assessing research performance: exploring Spanish computer science

scientific article published on 6 March 2013

Comparing supervised learning methods for classifying sex, age, context and individual Mudi dogs from barking

scientific article published on 12 October 2014

Comparison between supervised and unsupervised classifications of neuronal cell types: a case study ⬇️

scientific article published on January 2011

Comparison of Bayesian networks and artificial neural networks for quality detection in a machining process

scientific article published in April 2009

Comparison of metaheuristic strategies for peakbin selection in proteomic mass spectrometry data

scientific article published in February 2013

Conditional Density Approximations with Mixtures of Polynomials

scientific article published on 24 December 2014

Cost-sensitive selective naive Bayes classifiers for predicting the increase of the h-index for scientific journals

scientific article published in July 2014

Data Publications Correlate with Citation Impact

scientific article

Data mining validation of fluconazole breakpoints established by the European Committee on Antimicrobial Susceptibility Testing

scientific article

Dealing with complex queries in decision-support systems

scientific article published in February 2011

Decision Analysis by Augmented Probability Simulation

scientific article published in July 1999

Decision functions for chain classifiers based on Bayesian networks for multi-label classification

scientific article published in January 2016

Dendritic and Axonal Wiring Optimization of Cortical GABAergic Interneurons

scientific article published on 27 June 2016

Dendritic branching angles of pyramidal cells across layers of the juvenile rat somatosensory cortex.

scientific article published on 6 February 2016

Dendritic-branching angles of pyramidal neurons of the human cerebral cortex

scientific article

Directional naive Bayes classifiers

scientific article published on 4 July 2013

Discrete Bayesian Network Classifiers

scientific article published on 14 July 2014

Ensemble transcript interaction networks: A case study on Alzheimer's disease ⬇️

scientific article published on January 26, 2012

Estimation of distribution algorithms as logistic regression regularizers of microarray classifiers

scientific article published on 31 March 2009

Evaluation by data mining techniques of fluconazole breakpoints established by the Clinical and Laboratory Standards Institute (CLSI) and comparison with those of the European Committee on Antimicrobial Susceptibility Testing (EUCAST)

scientific article

Explaining clinical decisions by extracting regularity patterns

scientific article published in January 2008

Guest editors introduction: special issue of the ECMLPKDD 2015 journal track

scientific article published on 16 July 2015

Interval-based ranking in noisy evolutionary multi-objective optimization

scientific article published on 9 December 2014

Laminar Differences in Dendritic Structure of Pyramidal Neurons in the Juvenile Rat Somatosensory Cortex.

scientific article published on 12 January 2016

Lazy lasso for local regression

scientific article published on 22 July 2011

Learning an L1-regularized Gaussian Bayesian network in the equivalence class space

scientific article published on 15 January 2010

Learning mixtures of polynomials of multidimensional probability densities from data using B-spline interpolation

scientific article published in June 2014

Logistic regression for simulating damage occurrence on a fruit grading line

scientific article published in May 2003

Machine learning approach for the outcome prediction of temporal lobe epilepsy surgery

scientific article

Machine learning in bioinformatics

scientific article published on March 2006

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).

scientific article published on 8 August 2012

Modeling challenges with influence diagrams: Constructing probability and utility models

scientific article published in November 2010

Models and simulation of 3D neuronal dendritic trees using Bayesian networks

scientific article published in December 2011

Mouse p53-deficient cancer models as platforms for obtaining genomic predictors of human cancer clinical outcomes

scientific article published on 7 August 2012

Multi-Dimensional Classification with Super-Classes

scientific article published in July 2014

Multi-dimensional classification of GABAergic interneurons with Bayesian network-modeled label uncertainty.

scientific article

Multi-dimensional classification with Bayesian networks

scientific article published in September 2011

Multi-label classification with Bayesian network-based chain classifiers

scientific article published in May 2014

MultiMap: A Tool to Automatically Extract and Analyse Spatial Microscopic Data From Large Stacks of Confocal Microscopy Images.

scientific article published on 23 May 2018

Multidimensional statistical analysis of the parameterization of a genetic algorithm for the optimal ordering of tables

scientific article published in January 2010

Multiobjective Estimation of Distribution Algorithm Based on Joint Modeling of Objectives and Variables

scientific article published in August 2014

New insights into the classification and nomenclature of cortical GABAergic interneurons

scientific article published on 6 February 2013

Node deletion sequences in influence diagrams using genetic algorithms

scientific article published in August 2004

On nonlinearity in neural encoding models applied to the primary visual cortex ⬇️

scientific article published on January 1, 2011

Optimal row and column ordering to improve table interpretation using estimation of distribution algorithms

scientific article published on 16 September 2010

Optimizing brain networks topologies using multi-objective evolutionary computation

scientific article published in March 2011

Optimizing logistic regression coefficients for discrimination and calibration using estimation of distribution algorithms

PREDICTING THE EQ-5D FROM THE PARKINSON'S DISEASE QUESTIONNAIRE PDQ-8 USING MULTI-DIMENSIONAL BAYESIAN NETWORK CLASSIFIERS

scientific article published in February 2014

Parameter Control of Genetic Algorithms by Learning and Simulation of Bayesian Networks — A Case Study for the Optimal Ordering of Tables

scientific article published in July 2013

Patterns of dendritic basal field orientation of pyramidal neurons in the rat somatosensory cortex

scientific article published on 01 November 2018

Peakbin selection in mass spectrometry data using a consensus approach with estimation of distribution algorithms.

scientific article

Predicting citation count of Bioinformatics papers within four years of publication

scientific article published on 09 October 2009

Predicting dementia development in Parkinson's disease using Bayesian network classifiers

scientific article

Predicting human immunodeficiency virus inhibitors using multi-dimensional Bayesian network classifiers

scientific article published in February 2013

Predicting the h-index with cost-sensitive naive Bayes

scientific article published in November 2011

Random positions of dendritic spines in human cerebral cortex

scientific article

Recent Advances in Probabilistic Graphical Models

scientific article published on 16 January 2015

Regularized Multivariate von Mises Distribution

scientific article published in 2015

Regularized continuous estimation of distribution algorithms

scientific article published in May 2013

Regularized logistic regression and multiobjective variable selection for classifying MEG data

scientific article published on 2 August 2012

Regularized logistic regression without a penalty term: An application to cancer classification with microarray data

scientific article published in May 2011

Relationship among research collaboration, number of documents and number of citations: a case study in Spanish computer science production in 2000–2009

scientific article published on 31 October 2012

Semi-supervised Projected Clustering for Classifying GABAergic Interneurons

Semi-supervised projected model-based clustering

scientific article published on 21 May 2013

Sparse regularized local regression

scientific article published in June 2013

Structural, elicitation and computational issues faced when solving complex decision making problems with influence diagrams

scientific article published in June 2000

The Vallecas Project: A Cohort to Identify Early Markers and Mechanisms of Alzheimer's Disease.

scientific article published on 30 September 2015

Three-dimensional distribution of cortical synapses: a replicated point pattern-based analysis.

scientific article

Three-dimensional spatial distribution of synapses in the neocortex: a dual-beam electron microscopy study

scientific article

Three-dimensional spatial modeling of spines along dendritic networks in human cortical pyramidal neurons.

scientific article

Towards Gaussian Bayesian Network Fusion

scientific article published in 2015

Towards a supervised classification of neocortical interneuron morphologies

scientific article published on 17 December 2018

Unveiling relevant non-motor Parkinson's disease severity symptoms using a machine learning approach

scientific article published on 25 May 2013

Using Bayesian networks to discover relationships between bibliometric indices. A case study of computer science and artificial intelligence journals

scientific article published on 23 August 2011

Wiring Economy of Pyramidal Cells in the Juvenile Rat Somatosensory Cortex

scientific article

List of works by Concha Bielza

3D morphology-based clustering and simulation of human pyramidal cell dendritic spines

A Bayesian network model for surface roughness prediction in the machining process

A Comparison of Graphical Techniques for Asymmetric Decision Problems

A Survey of L 1 Regression

A community-based transcriptomics classification and nomenclature of neocortical cell types

A comparison of clustering quality indices using outliers and noise

A decision approach to competitive electronic sealed-bid auctions for land

A graphical decision-theoretic model for neonatal jaundice

A list-based compact representation for large decision tables management

A new feature extraction method for signal classification applied to cord dorsum potential detection

A regularity index for dendrites - local statistics of a neuron's input space

A review of estimation of distribution algorithms in bioinformatics

A review of representation issues and modeling challenges with influence diagrams

A review on evolutionary algorithms in Bayesian network learning and inference tasks

A review on probabilistic graphical models in evolutionary computation

A survey on multi-output regression

A univocal definition of the neuronal soma morphology using Gaussian mixture models.

AN L1-REGULARIZED NAÏVE BAYES-INSPIRED CLASSIFIER FOR DISCARDING REDUNDANT AND IRRELEVANT PREDICTORS

Análisis de la actividad científica de las universidades públicas españolas en el área de las tecnologías informáticas

Approximating nondominated sets in continuous multiobjective optimization problems

Bayesian network classifiers for categorizing cortical GABAergic interneurons.

Bayesian network modeling of the consensus between experts: An application to neuron classification

Bayesian networks in neuroscience: a survey

Bayesian networks to answer challenging neuroscience questions

Bayesian sparse partial least squares

Biomedical Informatics Publications: a Global Perspective

Biomedical informatics publications: a global perspective. Part II: Journals

Bivariate empirical and n-variate Archimedean copulas in estimation of distribution algorithms

Branching angles of pyramidal cell dendrites follow common geometrical design principles in different cortical areas.

Classification of neocortical interneurons using affinity propagation

Classification of neural signals from sparse autoregressive features

Classifying GABAergic interneurons with semi-supervised projected model-based clustering.

Classifying evolving data streams with partially labeled data

Cluster methods for assessing research performance: exploring Spanish computer science

Comparing supervised learning methods for classifying sex, age, context and individual Mudi dogs from barking

Comparison between supervised and unsupervised classifications of neuronal cell types: a case study ⬇️

Comparison of Bayesian networks and artificial neural networks for quality detection in a machining process

Comparison of metaheuristic strategies for peakbin selection in proteomic mass spectrometry data

Conditional Density Approximations with Mixtures of Polynomials

Cost-sensitive selective naive Bayes classifiers for predicting the increase of the h-index for scientific journals

Data Publications Correlate with Citation Impact

Data mining validation of fluconazole breakpoints established by the European Committee on Antimicrobial Susceptibility Testing

Dealing with complex queries in decision-support systems

Decision Analysis by Augmented Probability Simulation

Decision functions for chain classifiers based on Bayesian networks for multi-label classification

Dendritic and Axonal Wiring Optimization of Cortical GABAergic Interneurons

Dendritic branching angles of pyramidal cells across layers of the juvenile rat somatosensory cortex.

Dendritic-branching angles of pyramidal neurons of the human cerebral cortex

Directional naive Bayes classifiers

Discrete Bayesian Network Classifiers

Ensemble transcript interaction networks: A case study on Alzheimer's disease ⬇️

Estimation of distribution algorithms as logistic regression regularizers of microarray classifiers

Evaluation by data mining techniques of fluconazole breakpoints established by the Clinical and Laboratory Standards Institute (CLSI) and comparison with those of the European Committee on Antimicrobial Susceptibility Testing (EUCAST)

Explaining clinical decisions by extracting regularity patterns

Guest editors introduction: special issue of the ECMLPKDD 2015 journal track

Interval-based ranking in noisy evolutionary multi-objective optimization

Laminar Differences in Dendritic Structure of Pyramidal Neurons in the Juvenile Rat Somatosensory Cortex.

Lazy lasso for local regression

Learning an L1-regularized Gaussian Bayesian network in the equivalence class space

Learning mixtures of polynomials of multidimensional probability densities from data using B-spline interpolation

Logistic regression for simulating damage occurrence on a fruit grading line

Machine learning approach for the outcome prediction of temporal lobe epilepsy surgery

Machine learning in bioinformatics

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).

Modeling challenges with influence diagrams: Constructing probability and utility models

Models and simulation of 3D neuronal dendritic trees using Bayesian networks

Mouse p53-deficient cancer models as platforms for obtaining genomic predictors of human cancer clinical outcomes

Multi-Dimensional Classification with Super-Classes

Multi-dimensional classification of GABAergic interneurons with Bayesian network-modeled label uncertainty.

Multi-dimensional classification with Bayesian networks

Multi-label classification with Bayesian network-based chain classifiers

MultiMap: A Tool to Automatically Extract and Analyse Spatial Microscopic Data From Large Stacks of Confocal Microscopy Images.

Multidimensional statistical analysis of the parameterization of a genetic algorithm for the optimal ordering of tables

Multiobjective Estimation of Distribution Algorithm Based on Joint Modeling of Objectives and Variables

New insights into the classification and nomenclature of cortical GABAergic interneurons

Node deletion sequences in influence diagrams using genetic algorithms

On nonlinearity in neural encoding models applied to the primary visual cortex ⬇️

Optimal row and column ordering to improve table interpretation using estimation of distribution algorithms

Optimizing brain networks topologies using multi-objective evolutionary computation