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Identifying Parkinson's disease subtypes with motor and non-motor symptoms via model-based multi-partition clustering.
- Published in:
- Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-03118-w
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- Publication type:
- 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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- Publication type:
- Article
NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools.
- Published in:
- Frontiers in Neuroinformatics, 2024, p. 1, doi. 10.3389/fninf.2023.1092967
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- Publication type:
- Article
NeuroSuites: An online platform for running neuroscience, statistical, and machine learning tools.
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- Frontiers in Neuroinformatics, 2023, v. 17, p. 01, doi. 10.3389/fninf.2023.1092967
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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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- Publication type:
- 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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- Publication type:
- Article
Structural modeling of clinical factors for simultaneous validation and prediction of future conversion to mild cognitive impairment.
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- Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2023, v. 19, p. 1, doi. 10.1002/alz.078737
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- Publication type:
- Article
Guest editors introduction: special issue of the ECMLPKDD 2015 journal track.
- Published in:
- 2015
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- Publication type:
- Editorial
Semi-supervised projected model-based clustering.
- Published in:
- Data Mining & Knowledge Discovery, 2014, v. 28, n. 4, p. 882, doi. 10.1007/s10618-013-0323-0
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- Publication type:
- Article
Classification of GABAergic interneurons by leading neuroscientists.
- Published in:
- Scientific Data, 2019, v. 6, n. 1, p. N.PAG, doi. 10.1038/s41597-019-0246-8
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- Publication type:
- 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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- Publication type:
- 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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- Publication type:
- Article
MultiMap: A Tool to Automatically Extract and Analyse Spatial Microscopic Data From Large Stacks of Confocal Microscopy Images.
- Published in:
- Frontiers in Neuroanatomy, 2018, p. 1, doi. 10.3389/fnana.2018.00037
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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.
- Published in:
- Frontiers in Neuroanatomy, 2014, v. 8, p. 1, doi. 10.3389/fnana.2014.00085
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- Publication type:
- Article
Approximating nondominated sets in continuous multiobjective optimization problems.
- Published in:
- Naval Research Logistics, 2005, v. 52, n. 5, p. 469, doi. 10.1002/nav.20090
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- Publication type:
- Article
BN-BacArena: Bayesian network extension of BacArena for the dynamic simulation of microbial communities.
- Published in:
- Bioinformatics, 2024, v. 40, n. 5, p. 1, doi. 10.1093/bioinformatics/btae266
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- Publication type:
- Article
Machine learning in bioinformatics.
- Published in:
- Briefings in Bioinformatics, 2006, v. 7, n. 1, p. 86, doi. 10.1093/bib/bbk007
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- Publication type:
- Article
Parkinson's Disease Subtypes Identified from Cluster Analysis of Motor and Non-motor Symptoms.
- Published in:
- Frontiers in Aging Neuroscience, 2017, p. 1, doi. 10.3389/fnagi.2017.00301
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- Publication type:
- Article
The Vallecas Project: a cohort to identify early markers and mechanisms of Alzheimer's disease.
- Published in:
- Frontiers in Aging Neuroscience, 2015, v. 7, p. 1, doi. 10.3389/fnagi.2015.00181
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- Publication type:
- Article
A survey on multi-output regression.
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- WIREs: Data Mining & Knowledge Discovery, 2015, v. 5, n. 5, p. 216, doi. 10.1002/widm.1157
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- Publication type:
- Article
Machine Learning Approach for the Outcome Prediction of Temporal Lobe Epilepsy Surgery.
- Published in:
- PLoS ONE, 2013, v. 8, n. 4, p. 1, doi. 10.1371/journal.pone.0062819
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- Publication type:
- Article
Mouse p53-Deficient Cancer Models as Platforms for Obtaining Genomic Predictors of Human Cancer Clinical Outcomes.
- Published in:
- PLoS ONE, 2012, v. 7, n. 8, p. 1, doi. 10.1371/journal.pone.0042494
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- Publication type:
- Article
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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- Publication type:
- Article
A review on probabilistic graphical models in evolutionary computation.
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- Journal of Heuristics, 2012, v. 18, n. 5, p. 795, doi. 10.1007/s10732-012-9208-4
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- Publication type:
- Article
Comparing supervised learning methods for classifying sex, age, context and individual Mudi dogs from barking.
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- Animal Cognition, 2015, v. 18, n. 2, p. 405, doi. 10.1007/s10071-014-0811-7
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- Publication type:
- Article
Explainable Machine Learning for Longitudinal Multi-Omic Microbiome.
- Published in:
- Mathematics (2227-7390), 2022, v. 10, n. 12, p. 1994, doi. 10.3390/math10121994
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- Publication type:
- Article
Piecewise forecasting of nonlinear time series with model tree dynamic Bayesian networks.
- Published in:
- International Journal of Intelligent Systems, 2022, v. 37, n. 11, p. 9108, doi. 10.1002/int.22982
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- Publication type:
- Article
Dendritic-branching angles of pyramidal neurons of the human cerebral cortex.
- Published in:
- Brain Structure & Function, 2017, v. 222, n. 4, p. 1847, doi. 10.1007/s00429-016-1311-0
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- Publication type:
- Article
Conductance interaction identification by means of Boltzmann distribution and mutual information analysis in conductance-based neuron models.
- Published in:
- 2012
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- Publication type:
- Abstract
A Survey of L<sub>1</sub> Regression.
- Published in:
- International Statistical Review, 2013, v. 81, n. 3, p. 361, doi. 10.1111/insr.12023
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- Publication type:
- 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
Cluster methods for assessing research performance: exploring Spanish computer science.
- Published in:
- Scientometrics, 2013, v. 97, n. 3, p. 571, doi. 10.1007/s11192-013-0985-9
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- Publication type:
- Article
Relationship among research collaboration, number of documents and number of citations: a case study in Spanish computer science production in 2000-2009.
- Published in:
- Scientometrics, 2013, v. 95, n. 2, p. 689, doi. 10.1007/s11192-012-0883-6
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- Publication type:
- Article
Using Bayesian networks to discover relationships between bibliometric indices. A case study of computer science and artificial intelligence journals.
- Published in:
- 2011
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- Publication type:
- Case Study
A Comparison of Graphical Techniques for Asymmetric Decision Problems.
- Published in:
- Management Science, 1999, v. 45, n. 11, p. 1552, doi. 10.1287/mnsc.45.11.1552
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- Publication type:
- Article
Decision Analysis by Augmented Probability Simulation.
- Published in:
- Management Science, 1999, v. 45, n. 7, p. 995, doi. 10.1287/mnsc.45.7.995
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- Publication type:
- Article
Dendritic Branching Angles of Pyramidal Cells Across Layers of the Juvenile Rat Somatosensory Cortex.
- Published in:
- Journal of Comparative Neurology, 2016, v. 524, n. 13, p. 2567, doi. 10.1002/cne.23977
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- Publication type:
- Article
Data Publications Correlate with Citation Impact.
- Published in:
- Frontiers in Neuroscience, 2016, p. 1, doi. 10.3389/fnins.2016.00419
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- Publication type:
- Article
Patient specific prediction of temporal lobe epilepsy surgical outcomes.
- Published in:
- Epilepsia (Series 4), 2021, v. 62, n. 9, p. 2113, doi. 10.1111/epi.17002
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- Publication type:
- Article
Genetic algorithms and Gaussian Bayesian networks to uncover the predictive core set of bibliometric indices.
- Published in:
- Journal of the Association for Information Science & Technology, 2016, v. 67, n. 7, p. 1703, doi. 10.1002/asi.23467
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- Publication type:
- Article
Comparing the Electrophysiology and Morphology of Human and Mouse Layer 2/3 Pyramidal Neurons With Bayesian Networks.
- Published in:
- Frontiers in Neuroinformatics, 2021, v. 14, p. N.PAG, doi. 10.3389/fninf.2021.580873
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- Publication type:
- Article
Comparing basal dendrite branches in human and mouse hippocampal CA1 pyramidal neurons with Bayesian networks.
- Published in:
- Scientific Reports, 2020, v. 10, n. 1, p. N.PAG, doi. 10.1038/s41598-020-73617-9
- By:
- Publication type:
- Article
Laminar Differences in Dendritic Structure of Pyramidal Neurons in the Juvenile Rat Somatosensory Cortex.
- Published in:
- Cerebral Cortex, 2016, v. 26, n. 6, p. 2811, doi. 10.1093/cercor/bhv316
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- Publication type:
- Article
Three-Dimensional Spatial Distribution of Synapses in the Neocortex: A Dual-Beam Electron Microscopy Study.
- Published in:
- Cerebral Cortex, 2014, v. 24, n. 6, p. 1579
- By:
- Publication type:
- Article
Wiring Economy of Pyramidal Cells in the Juvenile Rat Somatosensory Cortex.
- Published in:
- PLoS ONE, 2016, v. 11, n. 11, p. 1, doi. 10.1371/journal.pone.0165915
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- Publication type:
- Article
Learning massive interpretable gene regulatory networks of the human brain by merging Bayesian networks.
- Published in:
- PLoS Computational Biology, 2023, v. 19, n. 12, p. 1, doi. 10.1371/journal.pcbi.1011443
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- Publication type:
- Article
Interval-based ranking in noisy evolutionary multi-objective optimization.
- Published in:
- Computational Optimization & Applications, 2015, v. 61, n. 2, p. 517, doi. 10.1007/s10589-014-9717-1
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- Publication type:
- Article
New insights into the classification and nomenclature of cortical GABAergic interneurons.
- Published in:
- Nature Reviews Neuroscience, 2013, v. 14, n. 3, p. 202, doi. 10.1038/nrn3444
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- Publication type:
- Article
Trainability maximization using estimation of distribution algorithms assisted by surrogate modelling for quantum architecture search.
- Published in:
- EPJ Quantum Technology, 2024, v. 11, n. 1, p. 1, doi. 10.1140/epjqt/s40507-024-00282-6
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- Publication type:
- Article