IÑAKI
INZA CANO
PROFESORADO PLENO
Jerónimo
Hernández González
Publications by the researcher in collaboration with Jerónimo Hernández González (12)
2019
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A Note on the Behavior of Majority Voting in Multi-Class Domains with Biased Annotators
IEEE Transactions on Knowledge and Data Engineering, Vol. 31, Núm. 1, pp. 195-200
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Aggregated outputs by linear models: An application on marine litter beaching prediction
Information Sciences, Vol. 481, pp. 381-393
2018
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Fitting the data from embryo implantation prediction: Learning from label proportions
Statistical Methods in Medical Research, Vol. 27, Núm. 4, pp. 1056-1066
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Learning to classify software defects from crowds: A novel approach
Applied Soft Computing Journal, Vol. 62, pp. 579-591
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Two datasets of defect reports labeled by a crowd of annotators of unknown reliability
Data in Brief
2017
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Learning from Proportions of Positive and Unlabeled Examples
International Journal of Intelligent Systems, Vol. 32, Núm. 2, pp. 109-133
2016
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Weak supervision and other non-standard classification problems: A taxonomy
Pattern Recognition Letters, Vol. 69, pp. 49-55
2015
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A novel weakly supervised problem: Learning from positive-unlabeled proportions
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Multidimensional learning from crowds: Usefulness and application of expertise detection
International Journal of Intelligent Systems, Vol. 30, Núm. 3, pp. 326-354
2013
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Learning Bayesian network classifiers from label proportions
Pattern Recognition, Vol. 46, Núm. 12, pp. 3425-3440
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Learning from crowds in multi-dimensional classification domains
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011
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Learning naive Bayes models for multiple-instance learning with label proportions
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)