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Web de la Universidad Politécnica de Madrid - Technical University of Madrid

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ResearcherID: X-6153-2018
Loop profile: 131279

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Employment (1)

Universidad Politécnica de Madrid - Technical University of Madrid: Madrid, ES

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Universidad Politécnica de Madrid UPM

Works (13)

GAMIFICA - CONTINUOUS LEARNING THROUGH GAMIFICATION MECHANISMS FOR MACHINE LEARNING

2023-07 | Conference paper
DOI: 10.21125/edulearn.2023.1108
Contributors: Esteban García-Cuesta; Emilio Serrano; Alba María López; Irene Garrido Cerezo; Roberto Valle; Bojan Mihaljevic; Damiano Zanardini; Javier Bajo
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Crossref

Bayesian networks for interpretable machine learning and optimization

Neurocomputing
2021-10 | Journal article
DOI: 10.1016/j.neucom.2021.01.138
Part of ISSN: 0925-2312
Source: Self-asserted source
BOJAN MIHALJEVIC

Comparing basal dendrite branches in human and mouse hippocampal CA1 pyramidal neurons with Bayesian networks

Scientific Reports
2020-12 | Journal article
DOI: 10.1038/s41598-020-73617-9
Part of ISSN: 2045-2322
Source: Self-asserted source
BOJAN MIHALJEVIC

Comparing the electrophysiology and morphology of human and mouse layer 2/3 pyramidal neurons with Bayesian networks

2020-06-03 | Preprint
DOI: 10.1101/2020.06.02.130252
Contributors: Bojan Mihaljević; Pedro Larrañaga; Concha Bielza
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Crossref

Comparing basal dendrite branches in human and mouse hippocampal CA1 pyramidal neurons with Bayesian networks

2020-03-15 | Preprint
DOI: 10.1101/2020.03.14.991828
Contributors: Bojan Mihaljević; Pedro Larrañaga; Ruth Benavides-Piccione; Javier DeFelipe; Concha Bielza
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Crossref

bnclassify: Learning Bayesian Network Classifiers

The R Journal
2019 | Journal article
DOI: 10.32614/rj-2018-073
Part of ISSN: 2073-4859
Source: Self-asserted source
BOJAN MIHALJEVIC

Classification of GABAergic interneurons by leading neuroscientists

Scientific Data
2019-10-22 | Journal article
DOI: 10.1038/s41597-019-0246-8
Contributors: Bojan Mihaljević; Ruth Benavides-Piccione; Concha Bielza; Pedro Larrañaga; Javier DeFelipe
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Crossref

Learning Bayesian network classifiers with completed partially directed acyclic graphs

International Conference on Probabilistic Graphical Models
2018 | Conference paper
Source: Self-asserted source
BOJAN MIHALJEVIC

Towards a supervised classification of neocortical interneuron morphologies

BMC Bioinformatics
2018-12 | Journal article
DOI: 10.1186/s12859-018-2470-1
Contributors: Bojan Mihaljević; Pedro Larrañaga; Ruth Benavides-Piccione; Sean Hill; Javier DeFelipe; Concha Bielza
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Crossref

Bayesian Network Classifiers for Categorizing Cortical GABAergic Interneurons

Neuroinformatics
2015 | Journal article
DOI: 10.1007/s12021-014-9254-1
WOSUID:

WOS:000355263700007
Contributors: Mihaljevic, Bojan; Benavides-Piccione, Ruth; Bielza, Concha; DeFelipe, Javier; Larranaga, Pedro
Source: Self-asserted source
BOJAN MIHALJEVIC via ResearcherID

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

Artificial Intelligence in Medicine
2015 | Journal article
DOI: 10.1016/j.artmed.2014.12.010
WOSUID:

WOS:000362140700006
Contributors: Mihaljevic, Bojan; Benavides-Piccione, Ruth; Guerra, Luis; DeFelipe, Javier; Larranaga, Pedro; Bielza, Concha
Source: Self-asserted source
BOJAN MIHALJEVIC via ResearcherID

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

Frontiers in Computational Neuroscience
2014 | Journal article
DOI: 10.3389/fncom.2014.00150
WOSUID:

WOS:000346835200001
Contributors: Mihaljevic, Bojan; Bielza, Concha; Benavides-Piccione, Ruth; DeFelipe, Javier; Larranaga, Pedro
Source: Self-asserted source
BOJAN MIHALJEVIC via ResearcherID

Augmented Semi-naive Bayes Classifier

Advances in Artificial Intelligence, Caepia 2013
2013 | Book chapter
WOSUID:

WOS:000340401800017
Contributors: Mihaljevic, Bojan; Larranaga, Pedro; Bielza, Concha
Source: Self-asserted source
BOJAN MIHALJEVIC via ResearcherID

Peer review (3 reviews for 2 publications/grants)

Review activity for International journal of approximate reasoning (2)
Review activity for Progress in artificial intelligence. (1)
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