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ORCIDChristoph Beierle
- > Home > Persons > Christoph Beierle
Publications
- 2019
[c121]Marco Wilhelm
, Gabriele Kern-Isberner, Marc Finthammer, Christoph Beierle:
Integrating Typed Model Counting into First-Order Maximum Entropy Computations and the Connection to Markov Logic Networks. FLAIRS 2019: 494-499- 2018
- [c111]Marco Wilhelm, Gabriele Kern-Isberner, Marc Finthammer, Christoph Beierle:
A Generalized Iterative Scaling Algorithm for Maximum Entropy Model Computations Respecting Probabilistic Independencies. FoIKS 2018: 379-399 - 2017
- [j29]Christoph Beierle, Marc Finthammer, Nico Potyka, Julian Varghese, Gabriele Kern-Isberner:
A Framework for Versatile Knowledge and Belief Management Operations in a Probabilistic Conditional Logic. FLAP 4(7) (2017) - [c100]Marco Wilhelm, Marc Finthammer, Gabriele Kern-Isberner, Christoph Beierle:
First-Order Typed Model Counting for Probabilistic Conditional Reasoning at Maximum Entropy. SUM 2017: 266-279 - 2016
- [c98]Marc Finthammer, Christoph Beierle:
On the Relationship Between Aggregating Semantics and FO-PCL Grounding Semantics for Relational Probabilistic Conditionals. Computational Models of Rationality 2016: 297-315 - 2015
- [j22]Christoph Beierle, Marc Finthammer, Gabriele Kern-Isberner:
Relational Probabilistic Conditionals and Their Instantiations under Maximum Entropy Semantics for First-Order Knowledge Bases. Entropy 17(2): 852-865 (2015) - [j19]Christoph Beierle, Gabriele Kern-Isberner, Marc Finthammer, Nico Potyka:
Extending and Completing Probabilistic Knowledge and Beliefs Without Bias. Künstliche Intell. 29(3): 255-262 (2015) - [c91]Christoph Beierle, Nico Potyka, Josef Baudisch, Marc Finthammer:
Towards Lifted Inference Under Maximum Entropy for Probabilistic Relational FO-PCL Knowledge Bases. ECSQARU 2015: 506-516 - [c90]Christoph Beierle, Steffen Kuche, Marc Finthammer, Gabriele Kern-Isberner:
A Software System for the Computation, Visualization, and Comparison of Conditional Structures for Relational Probabilistic Knowledge Bases. FLAIRS 2015: 558-563 - [c88]Marc Finthammer, Christoph Beierle:
Towards a More Efficient Computation of Weighted Conditional Impacts for Relational Probabilistic Knowledge Bases Under Maximum Entropy Semantics. KI 2015: 72-86 - 2014
- [c80]Marc Finthammer, Christoph Beierle:
A Two-Level Approach to Maximum Entropy Model Computation for Relational Probabilistic Logic Based on Weighted Conditional Impacts. SUM 2014: 162-175 - 2013
- [c78]Christoph Beierle, Marc Finthammer, Nico Potyka, Julian Varghese, Gabriele Kern-Isberner:
A Case Study on the Application of Probabilistic Conditional Modelling and Reasoning to Clinical Patient Data in Neurosurgery. ECSQARU 2013: 49-60 - 2012
- [j14]Gabriele Kern-Isberner, Christoph Beierle, Marc Finthammer, Matthias Thimm:
Comparing and Evaluating Approaches to Probabilistic Reasoning: Theory, Implementation, and Applications. Trans. Large Scale Data Knowl. Centered Syst. 6: 31-75 (2012) - [c68]Marc Finthammer, Ryszard Masternak, Christoph Beierle:
Biomedical Diagnosis Based on Ion Mobility Spectrometry - A Case Study Using Probabilistic Relational Modelling and Learning. IPMU (4) 2012: 665-675 - [c67]Marc Finthammer, Christoph Beierle:
How to Exploit Parametric Uniformity for Maximum Entropy Reasoning in a Relational Probabilistic Logic. JELIA 2012: 189-201 - [c66]Marc Finthammer, Christoph Beierle:
Using Equivalences of Worlds for Aggregation Semantics of Relational Conditionals. KI 2012: 49-60 - [c65]Marc Finthammer, Christoph Beierle:
Instantiation Restrictions for Relational Probabilistic Conditionals. SUM 2012: 598-605 - 2011
- [c63]Gabriele Kern-Isberner, Christoph Beierle, Marc Finthammer, Matthias Thimm:
Probabilistic Logics in Expert Systems: Approaches, Implementations, and Applications. DEXA (1) 2011: 27-46 - [c60]Christoph Beierle, Marc Finthammer, Gabriele Kern-Isberner, Matthias Thimm:
Evaluation and Comparison Criteria for Approaches to Probabilistic Relational Knowledge Representation. KI 2011: 63-74 - 2010
- [c58]Christoph Beierle, Marc Finthammer, Gabriele Kern-Isberner, Matthias Thimm:
Automated Reasoning for Relational Probabilistic Knowledge Representation. IJCAR 2010: 218-224 - [c56]Matthias Thimm, Marc Finthammer, Sebastian Loh, Gabriele Kern-Isberner, Christoph Beierle:
A System for Relational Probabilistic Reasoning on Maximum Entropy. FLAIRS 2010 - [c54]Marc Finthammer, Christoph Beierle, Jens Fisseler, Gabriele Kern-Isberner, Bülent Möller, Jörg Ingo Baumbach:
Probabilistic Relational Learning for Medical Diagnosis Based on Ion Mobility Spectrometry. IPMU (1) 2010: 365-375 - 2009
- [c53]Marc Finthammer, Christoph Beierle, Benjamin Berger, Gabriele Kern-Isberner:
Probabilistic Reasoning at Optimum Entropy with the MEcore System. FLAIRS 2009 - [c51]Marc Finthammer, Christoph Beierle, Benjamin Berger, Gabriele Kern-Isberner:
An Implementation of Belief Change Operations Based on Probabilistic Conditional Logic. LPNMR 2009: 496-501
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