Model-based exception mining for object-relational data

DOI10.1007/s10618-020-00677-wzbMath1433.68375arXiv1807.00381OpenAlexW3008736634MaRDI QIDQ1987183

Fatemeh Riahi, Oliver Schulte

Publication date: 9 April 2020

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1807.00381

zbMATH Keywords

likelihood rationetwork dataBayesian networkoutlier detectionexception miningstatistical-relational learning

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computational aspects of data analysis and big data (68T09)

Uses Software

• ROCR
• LOF
• GitHub
• FactorBase
• OddBall

Cites Work

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• Data Mining and Statistics for Decision Making
• Markov Logic: An Interface Layer for Artificial Intelligence
• On the asymptotic normality of the L₁‐ and L₂‐errors in histogram density estimation
• Outlier Analysis
• Outlier detection by logic programming
• Large deviations of divergence measures on partitions
• Relational instance-based learning with lists and terms

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