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Branching angles of pyramidal cell dendrites follow common geometrical design principles in different cortical areas.
- Published in:
- Scientific Reports, 2014, p. 1, doi. 10.1038/srep05909
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- Article
NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools.
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- Frontiers in Neuroinformatics, 2024, p. 1, doi. 10.3389/fninf.2023.1092967
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- Article
Learning massive interpretable gene regulatory networks of the human brain by merging Bayesian networks.
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- PLoS Computational Biology, 2023, v. 19, n. 12, p. 1, doi. 10.1371/journal.pcbi.1011443
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- Article
The Vallecas Project: a cohort to identify early markers and mechanisms of Alzheimer's disease.
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- Frontiers in Aging Neuroscience, 2015, v. 7, p. 1, doi. 10.3389/fnagi.2015.00181
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- Article
New insights into the classification and nomenclature of cortical GABAergic interneurons.
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- Nature Reviews Neuroscience, 2013, v. 14, n. 3, p. 202, doi. 10.1038/nrn3444
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- Article
Regularized logistic regression and multiobjective variable selection for classifying MEG data.
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- Biological Cybernetics, 2012, v. 106, n. 6/7, p. 389, doi. 10.1007/s00422-012-0506-6
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- Article
bnclassify: Learning Bayesian Network Classifiers.
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- R Journal, 2018, v. 10, n. 2, p. 455
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- Article
Comparison between supervised and unsupervised classifications of neuronal cell types: A case study.
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- Developmental Neurobiology (19328451), 2011, v. 71, n. 1, p. 71, doi. 10.1002/dneu.20809
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- Article
Data Publications Correlate with Citation Impact.
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- Frontiers in Neuroscience, 2016, p. 1, doi. 10.3389/fnins.2016.00419
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- Article
Classification of GABAergic interneurons by leading neuroscientists.
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- Scientific Data, 2019, v. 6, n. 1, p. N.PAG, doi. 10.1038/s41597-019-0246-8
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- Article
Machine learning in bioinformatics.
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- Briefings in Bioinformatics, 2006, v. 7, n. 1, p. 86, doi. 10.1093/bib/bbk007
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- Article
Frobenius Norm Regularization for the Multivariate Von Mises Distribution.
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- International Journal of Intelligent Systems, 2017, v. 32, n. 2, p. 153, doi. 10.1002/int.21834
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- Article
Recent Advances in Probabilistic Graphical Models.
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- International Journal of Intelligent Systems, 2015, v. 30, n. 3, p. 207, doi. 10.1002/int.21697
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- Article
Conditional Density Approximations with Mixtures of Polynomials.
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- International Journal of Intelligent Systems, 2015, v. 30, n. 3, p. 236, doi. 10.1002/int.21699
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- Publication type:
- Article
A univocal definition of the neuronal soma morphology using Gaussian mixture models.
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- Frontiers in Neuroanatomy, 2015, v. 9, p. 1, doi. 10.3389/fnana.2015.00137
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- Publication type:
- Article
Three-dimensional distribution of cortical synapses: a replicated point pattern-based analysis.
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- Frontiers in Neuroanatomy, 2014, v. 8, p. 1, doi. 10.3389/fnana.2014.00085
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- Article
Random Positions of Dendritic Spines in Human Cerebral Cortex.
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- Journal of Neuroscience, 2014, v. 34, n. 30, p. 10078, doi. 10.1523/JNEUROSCI.1085-14.2014
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- Publication type:
- Article
Quantum approximate optimization algorithm for Bayesian network structure learning.
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- Quantum Information Processing, 2023, v. 22, n. 1, p. 1, doi. 10.1007/s11128-022-03769-2
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- Article
Approximating nondominated sets in continuous multiobjective optimization problems.
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- Naval Research Logistics, 2005, v. 52, n. 5, p. 469, doi. 10.1002/nav.20090
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- Article
BN-BacArena: Bayesian network extension of BacArena for the dynamic simulation of microbial communities.
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- Bioinformatics, 2024, v. 40, n. 5, p. 1, doi. 10.1093/bioinformatics/btae266
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- Publication type:
- Article
Laminar Differences in Dendritic Structure of Pyramidal Neurons in the Juvenile Rat Somatosensory Cortex.
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- Cerebral Cortex, 2016, v. 26, n. 6, p. 2811, doi. 10.1093/cercor/bhv316
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- Article
Three-Dimensional Spatial Distribution of Synapses in the Neocortex: A Dual-Beam Electron Microscopy Study.
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- Cerebral Cortex, 2014, v. 24, n. 6, p. 1579
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- Publication type:
- Article
Parkinson's Disease Subtypes Identified from Cluster Analysis of Motor and Non-motor Symptoms.
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- Frontiers in Aging Neuroscience, 2017, p. 1, doi. 10.3389/fnagi.2017.00301
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- Article
Machine Learning Approach for the Outcome Prediction of Temporal Lobe Epilepsy Surgery.
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- PLoS ONE, 2013, v. 8, n. 4, p. 1, doi. 10.1371/journal.pone.0062819
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- Article
Mouse p53-Deficient Cancer Models as Platforms for Obtaining Genomic Predictors of Human Cancer Clinical Outcomes.
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- PLoS ONE, 2012, v. 7, n. 8, p. 1, doi. 10.1371/journal.pone.0042494
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- Publication type:
- Article
Multi-dimensional classification of GABAergic interneurons with Bayesian network-modeled label uncertainty.
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- Frontiers in Computational Neuroscience, 2014, v. 8, p. 1, doi. 10.3389/fncom.2014.00150
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- Article
Bayesian networks in neuroscience: a survey.
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- Frontiers in Computational Neuroscience, 2014, v. 8, p. 1, doi. 10.3389/fncom.2014.00131
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- Article
MultiMap: A Tool to Automatically Extract and Analyse Spatial Microscopic Data From Large Stacks of Confocal Microscopy Images.
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- Frontiers in Neuroanatomy, 2018, p. 1, doi. 10.3389/fnana.2018.00037
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- Article
Dendritic-branching angles of pyramidal neurons of the human cerebral cortex.
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- Brain Structure & Function, 2017, v. 222, n. 4, p. 1847, doi. 10.1007/s00429-016-1311-0
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- Article
Guest Editors introduction: special issue of the ECMLPKDD 2015 journal track.
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- 2015
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- Publication type:
- Editorial
Network design through forests with degree- and role-constrained minimum spanning trees.
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- Journal of Heuristics, 2017, v. 23, n. 1, p. 31, doi. 10.1007/s10732-017-9323-3
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- Article
Guest editors introduction: special issue of the ECMLPKDD 2015 journal track.
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- 2015
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- Publication type:
- Editorial
Semi-supervised projected model-based clustering.
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- Data Mining & Knowledge Discovery, 2014, v. 28, n. 4, p. 882, doi. 10.1007/s10618-013-0323-0
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- Article
Feature subset selection for data and feature streams: a review.
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- Artificial Intelligence Review, 2023, v. 56, p. 1011, doi. 10.1007/s10462-023-10546-9
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- Publication type:
- Article
Multi-dimensional Bayesian network classifiers: A survey.
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- Artificial Intelligence Review, 2021, v. 54, n. 1, p. 519, doi. 10.1007/s10462-020-09858-x
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- Article
Decision Boundary for Discrete Bayesian Network Classifiers.
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- Journal of Machine Learning Research, 2015, v. 16, p. 2725
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- Article
Genetic algorithms and Gaussian Bayesian networks to uncover the predictive core set of bibliometric indices.
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- Journal of the Association for Information Science & Technology, 2016, v. 67, n. 7, p. 1703, doi. 10.1002/asi.23467
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- Article
Piecewise forecasting of nonlinear time series with model tree dynamic Bayesian networks.
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- International Journal of Intelligent Systems, 2022, v. 37, n. 11, p. 9108, doi. 10.1002/int.22982
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- Article
Multipartition clustering of mixed data with Bayesian networks.
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- International Journal of Intelligent Systems, 2022, v. 37, n. 3, p. 2188, doi. 10.1002/int.22770
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- Article
Multidimensional continuous time Bayesian network classifiers.
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- International Journal of Intelligent Systems, 2021, v. 36, n. 12, p. 7839, doi. 10.1002/int.22611
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- Article
AN L<sub>1</sub>-REGULARIZED NAÏVE BAYES-INSPIRED CLASSIFIER FOR DISCARDING REDUNDANT AND IRRELEVANT PREDICTORS.
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- International Journal on Artificial Intelligence Tools, 2013, v. 22, n. 4, p. -1, doi. 10.1142/S021821301350019X
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- Article
Towards a supervised classification of neocortical interneuron morphologies.
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- BMC Bioinformatics, 2018, v. 19, n. 1, p. 1, doi. 10.1186/s12859-018-2470-1
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- Article
A Survey of L<sub>1</sub> Regression.
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- International Statistical Review, 2013, v. 81, n. 3, p. 361, doi. 10.1111/insr.12023
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- Publication type:
- Article
Explainable Machine Learning for Longitudinal Multi-Omic Microbiome.
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- Mathematics (2227-7390), 2022, v. 10, n. 12, p. 1994, doi. 10.3390/math10121994
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- Article
Comparing basal dendrite branches in human and mouse hippocampal CA1 pyramidal neurons with Bayesian networks.
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- Scientific Reports, 2020, v. 10, n. 1, p. N.PAG, doi. 10.1038/s41598-020-73617-9
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- Publication type:
- Article
Three-dimensional spatial modeling of spines along dendritic networks in human cortical pyramidal neurons.
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- PLoS ONE, 2017, v. 12, n. 6, p. 1, doi. 10.1371/journal.pone.0180400
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- Publication type:
- Article
Wiring Economy of Pyramidal Cells in the Juvenile Rat Somatosensory Cortex.
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- PLoS ONE, 2016, v. 11, n. 11, p. 1, doi. 10.1371/journal.pone.0165915
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- Publication type:
- Article
NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools.
- Published in:
- Frontiers in Neuroinformatics, 2023, v. 17, p. 01, doi. 10.3389/fninf.2023.1092967
- By:
- Publication type:
- Article
Comparing the Electrophysiology and Morphology of Human and Mouse Layer 2/3 Pyramidal Neurons With Bayesian Networks.
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- Frontiers in Neuroinformatics, 2021, v. 14, p. N.PAG, doi. 10.3389/fninf.2021.580873
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- Article
Lazy lasso for local regression.
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- Computational Statistics, 2012, v. 27, n. 3, p. 531, doi. 10.1007/s00180-011-0274-0
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- Publication type:
- Article