Structure Learning of Probabilistic Relational Models from Incomplete Relational Data

Machine Learning: ECML 2007 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-74958-5_22 ◽

2007 ◽

pp. 214-225 ◽

Author(s):

Xiao-Lin Li ◽

Zhi-Hua Zhou

Keyword(s):

Structure Learning ◽

Relational Data ◽

Relational Models ◽

Probabilistic Relational Models

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Learning Statistical Patterns in Relational Data Using Probabilistic Relational Models

10.21236/ada430268 ◽

2005 ◽

Author(s):

Daphne Koller

Keyword(s):

Relational Data ◽

Relational Models ◽

Probabilistic Relational Models

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A Hybrid Approach for Probabilistic Relational Models Structure Learning

Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XV ◽

10.1007/978-3-319-46349-0_4 ◽

2016 ◽

pp. 38-49

Author(s):

Mouna Ben Ishak ◽

Philippe Leray ◽

Nahla Ben Amor

Keyword(s):

Structure Learning ◽

Hybrid Approach ◽

Relational Models ◽

Probabilistic Relational Models

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A hybrid particle swarm optimization method for structure learning of probabilistic relational models

Information Sciences ◽

10.1016/j.ins.2014.04.058 ◽

2014 ◽

Vol 283 ◽

pp. 258-266 ◽

Author(s):

Xiao-Lin Li ◽

Xiang-Dong He

Keyword(s):

Particle Swarm Optimization ◽

Structure Learning ◽

Particle Swarm ◽

Optimization Method ◽

Relational Models ◽

Swarm Optimization ◽

Hybrid Particle ◽

Hybrid Particle Swarm Optimization ◽

Probabilistic Relational Models ◽

Particle Swarm Optimization Method

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A Priori Approximation of Symmetries in Dynamic Probabilistic Relational Models

10.1007/978-3-030-87626-5_23 ◽

2021 ◽

pp. 309-323

Author(s):

Nils Finke ◽

Marisa Mohr

Keyword(s):

A Priori ◽

Relational Models ◽

Probabilistic Relational Models

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Learning Probabilistic Relational Models

Relational Data Mining ◽

10.1007/978-3-662-04599-2_13 ◽

2001 ◽

pp. 307-335 ◽

Author(s):

Lise Getoor ◽

Nir Friedman ◽

Daphne Koller ◽

Avi Pfeffer

Keyword(s):

Relational Models ◽

Probabilistic Relational Models

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A Unified Recommendation Framework Based on Probabilistic Relational Models

SSRN Electronic Journal ◽

10.2139/ssrn.906513 ◽

2005 ◽

Author(s):

Zan Huang ◽

Daniel D. Zeng ◽

Hsinchun Chen

Keyword(s):

Relational Models ◽

Probabilistic Relational Models

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Hybrid Probabilistic Relational Models for System Quality Analysis

2010 14th IEEE International Enterprise Distributed Object Computing Conference ◽

10.1109/edoc.2010.29 ◽

2010 ◽

Author(s):

Per Narman ◽

Markus Buschle ◽

Johan Konig ◽

Pontus Johnson

Keyword(s):

Quality Analysis ◽

System Quality ◽

Relational Models ◽

Probabilistic Relational Models

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On the complexity of inference about probabilistic relational models

Artificial Intelligence ◽

10.1016/s0004-3702(99)00109-5 ◽

2000 ◽

Vol 117 (2) ◽

pp. 297-308 ◽

Author(s):

Manfred Jaeger

Keyword(s):

Relational Models ◽

Probabilistic Relational Models

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Integrating spatial information into probabilistic relational models

2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) ◽

10.1109/dsaa.2015.7344800 ◽

2015 ◽

Author(s):

Rajani Chulyadyo ◽

Philippe Leray

Keyword(s):

Spatial Information ◽

Relational Models ◽

Probabilistic Relational Models

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Automated compilation of Object-Oriented Probabilistic Relational Models

International Journal of Approximate Reasoning ◽

10.1016/j.ijar.2009.04.011 ◽

2009 ◽

Vol 50 (9) ◽

pp. 1369-1398 ◽

Author(s):

Catherine Howard ◽

Markus Stumptner

Keyword(s):

Object Oriented ◽

Relational Models ◽

Probabilistic Relational Models ◽

Automated Compilation

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