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Bojan Mihaljević
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Bayesian networks for interpretable machine learning and optimization
B Mihaljević, C Bielza, P Larrañaga
Neurocomputing 456, 648-665, 2021
622021
bnclassify: Learning Bayesian network classifiers
B Mihaljevic, MC Bielza Lozoya, PM Larrañaga Múgica
R JOURNAL 10 (2), 455-468, 2018
292018
Bayesian network classifiers for categorizing cortical GABAergic interneurons
B Mihaljević, R Benavides-Piccione, C Bielza, J DeFelipe, P Larrañaga
Neuroinformatics 13, 193-208, 2015
282015
Towards a supervised classification of neocortical interneuron morphologies
B Mihaljević, P Larrañaga, R Benavides-Piccione, S Hill, J DeFelipe, ...
BMC bioinformatics 19, 1-22, 2018
232018
Classifying GABAergic interneurons with semi-supervised projected model-based clustering
B Mihaljević, R Benavides-Piccione, L Guerra, J DeFelipe, P Larranaga, ...
Artificial intelligence in medicine 65 (1), 49-59, 2015
232015
Classification of GABAergic interneurons by leading neuroscientists
B Mihaljević, R Benavides-Piccione, C Bielza, P Larrañaga, J DeFelipe
Scientific Data 6 (1), 221, 2019
192019
Multi-dimensional classification of GABAergic interneurons with Bayesian network-modeled label uncertainty
B Mihaljević, C Bielza, R Benavides-Piccione, J DeFelipe, P Larrañaga
Frontiers in computational neuroscience 8, 150, 2014
192014
Learning Bayesian network classifiers with completed partially directed acyclic graphs
B Mihaljević, C Bielza, P Larranaga
International Conference on Probabilistic Graphical Models, 272-283, 2018
132018
Comparing basal dendrite branches in human and mouse hippocampal CA1 pyramidal neurons with Bayesian networks
B Mihaljević, P Larrañaga, R Benavides-Piccione, J DeFelipe, C Bielza
Scientific Reports 10 (1), 18592, 2020
92020
Comparing the electrophysiology and morphology of human and mouse layer 2/3 pyramidal neurons with bayesian networks
B Mihaljević, P Larrañaga, C Bielza
Frontiers in neuroinformatics 15, 580873, 2021
72021
Augmented semi-naive bayes classifier
B Mihaljevic, P Larranaga, C Bielza
Advances in Artificial Intelligence: 15th Conference of the Spanish …, 2013
72013
bayesslass: an R package for learning Bayesian network classifiers
B Mihaljevic, C Bielza, P Larrañaga
Proceedings of useR, 53, 2013
32013
Contributions to Bayesian network classifiers and interneuron classification
B Mihaljevic
ETSI_Informatica, 2018
2018
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Articles 1–13