Learning from Proportions of Positive and Unlabeled Examples

Author:

Hernández-González Jerónimo1,Inza Iñaki1,Lozano José A.12

Affiliation:

1. Intelligent Systems Group; University of the Basque Country UPV/EHU; 20018 Donostia Spain

2. Basque Center for Applied Mathematics BCAM; 48009 Bilbao Spain

Funder

Eusko Jaurlaritza

Spanish Ministry of Economy and Competitiveness

Basque Government and University of the Basque Country UPV/EHU

Publisher

Wiley

Subject

Artificial Intelligence,Human-Computer Interaction,Theoretical Computer Science,Software

Reference39 articles.

1. Weak supervision and other non-standard classification problems: a taxonomy;Hernández-González;Pattern Recognit Lett,2016

2. Semi-Supervised Learning

3. Introduction to semi-supervised learning;Zhu;Synth Lect Artif Intell Mach Learn,2009

4. Wrapper positive Bayesian network classifiers;Calvo;Knowl Inform Syst,2012

5. Learning Bayesian network classifiers from label proportions;Hernández-González;Pattern Recognit,2013

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2. Robust KPI Anomaly Detection for Large-Scale Software Services with Partial Labels;2021 IEEE 32nd International Symposium on Software Reliability Engineering (ISSRE);2021-10

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4. Positive unlabeled learning for building recommender systems in a parliamentary setting;Information Sciences;2018-04

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