@inproceedings{HaMo2020,
	title = {Lifted Query Answering in Gaussian Bayesian Networks},
	language = {English},
	booktitle = {Proceedings of Machine Learning Research},
	author = {Mattis Hartwig, Ralf Möller},
	year = {2020}
}

@INPROCEEDINGS{KuhBeBrMo20b,
author={Felix Kuhr and Magnus Bender and Tanya Braun and Ralf M\"oller},
title={{Maintaining Topic Models for Growing Corpora}},
booktitle={Proceedings of the 14th IEEE International Conference on Semantic Computing (ICSC-20)},
year={2020},
pages     = {451--458},
publisher = {IEEE},
doi={https://doi.org/10.1109/ICSC.2020.00017},
ISSN={},
keywords={Topic Models;Machine Learning;Text Mining}
}

@inproceedings{leemhuis20multi-label,
	Author = {Mena Leemhuis and \"Ozg\"ur L. {\"O}z\c{c}ep and Diedrich Wolter},
	Booktitle = {Proceedings of the 25th International Conference on Conceptual Structures (ICCS 2020)},
	Keywords = {own,acceptedForPublication},
	Title = {Multi-Label Learning with a Cone-Based Geometric Model},
	Year = {2020}}

@inproceedings{MohWilHarMoKe20,
	Author = {Marisa Mohr, Florian Wilhelm, Mattis Hartwig, Ralf M{\"o}ller, Karsten Keller},
	booktitle = {Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference (FLAIRS-33)},
	year = {2020},
	Title = {New Approaches in Ordinal Pattern Representations for Multivariate Time Series},
        doi = {https://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18417/17531}
}

@inproceedings{MohFiMo,
	Author = {Marisa Mohr, Nils Finke, Ralf M{\"o}ller},
	booktitle = {Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2020 (APSIPA-ASC)},
	year = {2020},
	Title = {On the Behaviour of Permutation Entropy on Fractional Brownian Motion in a Multivariate Setting},
        doi = {}
}

@inproceedings{GrothGKP20,
  author    = {Tobias Groth and Sven Groppe and Martin Koppehel and Thilo Pionteck},
  title     = {Parallelizing Approximate Search on Adaptive Radix Trees},
  booktitle = {Proceedings of the 28th Italian Symposium on Advanced Database Systems, Villasimius, Sud Sardegna, Italy (virtual due to Covid-19 pandemic)},
  pages     = {56--67},
  year      = {2020},
  url       = {http://ceur-ws.org/Vol-2646/16-paper.pdf}
}

@inproceedings{KuhOe20c,
	Author = {Felix Kuhr and Özgür Lütfü Özcep},
	Booktitle = {Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference {(FLAIRS-20)}},
	Title = {Theory Interpretations for Topic Models},
	Year = {2020}
}

@inproceedings{MohrBeckerMöllerRichter2020,
	title = {Towards Collaborative Predictive Maintenance Leveraging Private Cross-Company Data},
	language = {English},
	booktitle = {Lecture Notes in Informatics},
	author = {Marisa Mohr, Christian Becker, Ralf Möller, Matthias Richter},
        volume = {307},
        publisher = {Gesellschaft für Informatik e.V.},
        address = {Bonn},
        year = {2020}
}

@incollection{wolter20kihandbuch,
	Author = {Diedrich Wolter and Özgür Lütfü Özçep,
	Booktitle = {Handbuch der Künstlichen Intelligenz},
	Keywords = {invitedContribution},
	Publisher = {De Gruyter},
	Title = {Wissen über Raum und Zeit},
	Year = {2020}}

@inproceedings{GehBrMo19f,
  author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller},
  title = {{Efficient Multiple Query Answering in Switched Probabilistic Relational Models}},
  Booktitle = {Proceedings of {AI} 2019: Advances in Artificial Intelligence ({AI} 2019)},
  series    = {Lecture Notes in Computer Science},
  volume    = {11919},
  pages     = {104--116},
  publisher = {Springer},
  year      = {2019},
  doi = {https://doi.org/10.1007/978-3-030-35288-2_9},
  isbn= {978-3-030-35288-2}
}

@inproceedings{HarGeMo19,
  title={{Approximate Query Answering in Complex Gaussian Mixture Models}},
  author = {Mattis Hartwig and Marcel Gehrke and Ralf M\"oller}, 
booktitle = {{IEEE} International Conference on Big Knowledge, (ICBK 2019), Beijing, China, November 10-11, 2019},
  year={2019},
  pages={81--86},
  publisher = {{IEEE}},
  url       = {https://doi.org/10.1109/ICBK.2019.00019},
  publisher = {IEEE}
}

@inproceedings{GehSchBrMo19a,
  author = {Marcel Gehrke and Simon Schiff and Tanya Braun and Ralf M\"oller}, 
title={{Which Patient to Treat Next? Probabilistic Stream-based Reasoning for Decision Support and Monitoring}},
 booktitle = {{IEEE} International Conference on Big Knowledge, (ICBK 2019), Beijing, China, November 10-11, 2019},
  year      = {2019},
  pages     = {73--80},
  publisher = {IEEE},
  doi={https://doi.org/10.1109/ICBK.2019.00018}
}

@inproceedings{BraGe19a,
  author = {Tanya Braun and Marcel Gehrke}, 
  title = {{Inference in Statistical Relational AI}}, 
	Booktitle = {Proceedings of the International Conference on Conceptual Structures 2019},
  year = {2019},
  publisher = {Springer},
  pages = {xvii--xix},
  doi = {https://doi.org/10.1007/978-3-030-23182-8}
}

@inproceedings{GehBrMo19c,
  author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller}, 
  title = {{Lifted Temporal Most Probable Explanation}}, 
  booktitle = {Graph-Based Representation and Reasoning - 24th International Conference on Conceptual Structures (ICCS 2019)},
  series    = {Lecture Notes in Computer Science},
  volume    = {11530},
  pages     = {72--85},
  publisher = {Springer},
  year      = {2019},
  doi = {https://doi.org/10.1007/978-3-030-23182-8_6},
  isbn={978-3-030-23182-8}
}

@inproceedings{GehBrMo19d,
  author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller}, 
  title = {{Lifted Temporal Maximum Expected Utility}}, 
  booktitle = {Proceedings of the 32nd Canadian Conference on Artificial Intelligence (Canadian AI 2019), Kingston, ON, Canada,  May 28-31, 2019},
  series    = {Lecture Notes in Computer Science},
  volume    = {11489},
  pages     = {380--386},
  publisher = {Springer},
  year      = {2019},
  doi = {https://doi.org/10.1007/978-3-030-18305-9_33},
  isbn={978-3-030-18305-9}
}

@inproceedings{GehBrMo19a,
  author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller}, 
  title = {{Relational Forward Backward Algorithm for Multiple Queries}}, 
 booktitle = {Proceedings of the Thirty-Second International Florida Artificial
               Intelligence Research Society Conference, Sarasota, Florida, USA,
               May 19-22},
  pages     = {464--469},
  publisher = {{AAAI} Press},
  year      = {2019},
  url       = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS19/paper/view/18230}
}

@inproceedings{GehBrMo19e,
  author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller}, 
  title = {{Uncertain Evidence for Probabilistic Relational Models}}, 
  booktitle = {Proceedings of the 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019},
  series    = {Lecture Notes in Computer Science},
  volume    = {11489},
  pages     = {80--93},
  publisher = {Springer},
  isbn={978-3-030-18305-9},
  year = {2019},
  publisher = {Springer},
  doi = {https://doi.org/10.1007/978-3-030-18305-9_7},
}

@article{kharlamov18analytics,
Author = {Evgeny Kharlamov and Yannis Kotidis and Theofilos Mailis and Christian Neuenstadt and Charalampos Nikolaou and {\"{O}}zg{\"{u}}r L. {\"{O}}z{\c{c}}ep and Christoforos Svingos and Dmitriy Zheleznyakov and Yannis Ioannidis and Steffen Lamparter and Ralf {M\"oller and Arild Waaler}},
Title = {{An ontology-mediated analytics-aware approach to support monitoring and diagnostics of static and streaming data}},
Journal = {Journal of Web Semantics},
Year = {2019},
Volume = {56},
Pages = {30--55},
URL = {https://doi.org/10.1016/j.websem.2019.01.001}
}

@INPROCEEDINGS{KuhWiMo19a,
author={Felix Kuhr and Bjarne Witten and Ralf M\"oller},
title={{Corpus-Driven Annotation Enrichment}},
booktitle={13th {IEEE} International Conference on Semantic Computing, (ICSC 2019), Newport Beach, CA, USA, January 30 - February 1,},
year={2019},
pages={138-141},
doi={https://doi.org/10.1109/ICOSC.2019.8665501},
ISSN={2325-6516},
keywords={Information retrieval;Semantics;Information systems;Data mining;Databases;Focusing;Probability distribution}
}

@techreport{KuhWiMo19a,
    Author = {Felix Kuhr, Bjarne Witten and Ralf M\"oller},
    Title = {{On Corpus-driven Annotation Enrichment}},
    Year = {2019},
    Institution = {IFIS, Universit{\"a}t zu L{\"u}beck},
    Note = {Long version of the ICSC 2019 conference paper}
}