2021

Martin Koppehel, Tobias Groth, Sven Groppe, and Thilo Pionteck,
CuART - a CUDA-Based, Scalable Radix-Tree Lookup and Update Engine, in 50th International Conference on Parallel Processing (ICPP 2021), Lemont, IL, USA , Association for Computing Machinery (ACM), 2021.
File: 3472456.3472511
Bibtex: BibTeX
@inproceedings{Koppehel21CuART,
  author = {Martin Koppehel and Tobias Groth and Sven Groppe and Thilo Pionteck},
  title = {CuART - a CUDA-Based, Scalable Radix-Tree Lookup and Update Engine},
  year = {2021},
  publisher = {Association for Computing Machinery (ACM)},
  url = {https://doi.org/10.1145/3472456.3472511},
  booktitle = {50th International Conference on Parallel Processing (ICPP 2021)},
  location = {Lemont, IL, USA}
}
Ralf Möller Nils Finke,
Dynamic Domain Sizes in Temporal Probabilistic Relational Models, The International FLAIRS Conference Proceedings , vol. 34, 2021.
DOI:https://doi.org/10.32473/flairs.v34i1.128466
Bibtex: BibTeX
@article{FiBrGeMo21b,
	author = {Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller},
	title = {Dynamic Domain Sizes in Temporal Probabilistic Relational Models},
        journal={The International FLAIRS Conference Proceedings},
        volume={34},
        doi={https://doi.org/10.32473/flairs.v34i1.128466},
	year = {2021},
}
Felix Kuhr, Magnus Bender, Tanya Braun, and Ralf Moeller,
Context-specific Adaptation of Subjective Content Descriptions, in 15th IEEE International Conference on Semantic Computing, (ICSC 2021), Laguna Hills, CA, USA, January 27-29 , IEEE, 2021.
DOI:10.1109/ICSC50631.2021.00032
File: Dateilink
Bibtex: BibTeX
@INPROCEEDINGS{KuhBeBrMo20a,
author ={Felix Kuhr and Magnus Bender and Tanya Braun and Ralf M\"oller},
title ={Context-specific Adaptation of Subjective Content Descriptions},
booktitle ={15th {IEEE} International Conference on Semantic Computing, (ICSC} 2021), Laguna Hills, CA, USA, January 27-29},
year ={2021},
pages = {134--139},
publisher = {{IEEE}},
doi ={https://doi.org/10.1109/ICSC50631.2021.00032},
keywords ={Subjective Content Descriptions; Domain Adaptation; Text Mining},
}
Felix Kuhr, and Tanya Braun,
Context-aware Document Annotation, 2021.
Bibtex: BibTeX
@misc{KuhBr21,
    author = {Felix Kuhr and Tanya Braun},
    title = {Context-aware Document Annotation},
    booktitle={Humanities-Centred AI (CHAI), Workshop at 44th German Conference on Artificial Intelligence},
    year = {2021},
    type = {extended abstract},
    pubstate = {unpublished},
    location = {Berlin}
}
Ralf Möller Nils Finke,
Concept Drift Detection in Dynamic Probabilistic Relational Models, The International FLAIRS Conference Proceedings , vol. 34, 2021.
DOI:https://doi.org/10.32473/flairs.v34i1.128465
Bibtex: BibTeX
@article{FiBrGeMo21a,
	author = {Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller},
	title = {Concept Drift Detection in Dynamic Probabilistic Relational Models},
        journal={The International FLAIRS Conference Proceedings},
        volume={34},
        doi={https://doi.org/10.32473/flairs.v34i1.128465},
	year = {2021},
}

2020

Marcel Gehrke, Tanya Braun, and Simon Polovina,
Restricting the Maximum Number of Actions for Decision Support under Uncertainty, in Proceedings of the 25th International Conference on Conceptual Structures (ICCS 2020) , 092020.
DOI:https://doi.org/10.1007/978-3-030-57855-8_11
Bibtex: BibTeX
@inproceedings{GehBrPo20,
  author = {Marcel Gehrke and Tanya Braun and Simon Polovina}, 
  title = {{Restricting the Maximum Number of Actions for Decision Support under Uncertainty}}, 
  booktitle = {Proceedings of the 25th International Conference on Conceptual Structures (ICCS 2020)}, 
  year = {2020},
  doi = {https://doi.org/10.1007/978-3-030-57855-8_11}
}
Marcel Gehrke, Ralf Möller, and Tanya Braun,
Taming Reasoning in Temporal Probabilistic Relational Models, in Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020) , IOS Press, 082020. pp. 2592--2599.
DOI:https://doi.org/10.3233/FAIA200395
File: 1911.07040
Bibtex: BibTeX
@inproceedings{GehMoBr20,
  author = {Marcel Gehrke and Ralf M\"oller and Tanya Braun}, 
  title = {{Taming Reasoning in Temporal Probabilistic Relational Models}}, 
  booktitle = {Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020)}, 
  year = {2020},
  doi = {https://doi.org/10.3233/FAIA200395}
}
Stefan Lüdtke, Marcel Gehrke, Tanya Braun, Ralf Möller, and Thomas Kirste,
Lifted Marginal Filtering for Asymmetric Models by Clustering-based Merging, in Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020) , IOS Press, 082020. pp. 2608--2615.
DOI:https://doi.org/10.3233/FAIA200397
Bibtex: BibTeX
@inproceedings{LueGeBrMoKi20,
  author = {Stefan L\"udtke and Marcel Gehrke and Tanya Braun and Ralf M\"oller and Thomas Kirste}, 
  title = {{Lifted Marginal Filtering for Asymmetric Models by Clustering-based Merging}}, 
  booktitle = {Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020)}, 
  year = {2020},
  doi = {https://doi.org/10.3233/FAIA200397}
}
Tanya Braun, and Ralf Möller,
Lifting Queries for Lifted Inference, in Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020) , IOS Press, 082020. pp. 2891--2892.
DOI:https://doi.org/10.3233/FAIA200439
Bibtex: BibTeX
@inproceedings{BraMo20a,
  author = {Tanya Braun and Ralf M\"oller}, 
  title = {{Lifting Queries for Lifted Inference}}, 
  booktitle = {Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020)}, 
  year = {2020},
  doi = {https://doi.org/10.3233/FAIA200439}
}
Tanya Braun, and Ralf Möller,
Exploring Unknown Universes in Probabilistic Relational Models, in 9th International Workshop on Statistical Relational AI at the 34th AAAI Conference on Artificial Intelligence , Springer International Publishing, Feb.2020. pp. 91–-103.
DOI:https://doi.org/10.1007/978-3-030-35288-2_8
ISBN:978-3-030-35288-2
File: 2001.02021
Bibtex: BibTeX
@inproceedings{BraMo20,
  author = {Tanya Braun and Ralf M\"oller}, 
  title = {{Exploring Unknown Universes in Probabilistic Relational Models}}, 
  booktitle = {9th International Workshop on Statistical Relational AI at the 34th AAAI Conference on Artificial Intelligence}, 
  year = {2020},
  url = {https://arxiv.org/abs/2001.02021}
}
Felix Kuhr, Magnus Bender, Tanya Braun, and Ralf Möller,
Maintaining Topic Models for Growing Corpora, in Proceedings of the 14th IEEE International Conference on Semantic Computing (ICSC-20) , IEEE, 2020. pp. 451--458.
DOI:10.1109/ICSC.2020.00017
File: Dateilink
Bibtex: BibTeX
@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}
}
Dennis Heinrich, Stefan Werner, Christopher Blochwitz, Thilo Pionteck, and Sven Groppe,
Hardware-aided update acceleration in a hybrid Semantic Web database system, The Journal of Supercomputing , vol. 76, no. 10, pp. 7961--7984, 2020.
File: s11227-018-2462-y
Bibtex: BibTeX
@article{heinrich20hardware,
  author    = {Dennis Heinrich and Stefan Werner and Christopher Blochwitz and Thilo Pionteck and Sven Groppe},
  title     = {Hardware-aided update acceleration in a hybrid Semantic Web database system},
  journal   = {The Journal of Supercomputing},
  volume    = {76},
  number    = {10},
  pages     = {7961--7984},
  year      = {2020},
  url       = {https://doi.org/10.1007/s11227-018-2462-y}
}
Mehwish Alam, Tanya Braun, and Bruno Yun (Eds.),
ICCS-20 Proceedings of the 25th International Conference on Conceptual Structures., .... Springer, 2020.
DOI:https://doi.org/10.1007/978-3-030-57855-8
Bibtex: BibTeX
@book{AlaBrYu20, 
  author = {Mehwish Alam and Tanya Braun and Bruno Yun (Eds.)},
  title = {ICCS-20 Proceedings of the 25th International Conference on Conceptual Structures},
  year = {2020},
  publisher = {Springer},
  doi = {https://doi.org/10.1007/978-3-030-57855-8}
}
Mehwish Alam, Tanya Braun, and Bruno Yun (Eds.),
ICCS-20 Proceedings of the 25th International Conference on Conceptual Structures., .... Springer, 2020.
DOI:https://doi.org/10.1007/978-3-030-57855-8
Bibtex: BibTeX
@book{AlaBrYu20, 
  author = "Mehwish Alam and Tanya Braun and Bruno Yun (Eds.)",
  title = "{ICCS-20 Proceedings of the 25th International Conference on Conceptual Structures}",
  year = "2020",
  publisher = "Springer",
  doi = {https://doi.org/10.1007/978-3-030-57855-8}
}
[English] Ralf Möller Mattis Hartwig,
Lifted Query Answering in Gaussian Bayesian Networks, in Proceedings of Machine Learning Research , PMLR, 2020. pp. 233--244.
File: hartwig20.pdf
Bibtex: BibTeX
@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}
}
[English] Matthias Richter Marisa Mohr,
Towards Collaborative Predictive Maintenance Leveraging Private Cross-Company Data, in Lecture Notes in Informatics , Ralf H. Reussner, Anne Koziolek, Robert Heinrich, Eds. Bonn: Gesellschaft für Informatik e.V., 2020. pp. 427-432 .
DOI:10.18420/inf2020_39
Bibtex: BibTeX
@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}
}
Mena Leemhuis, Özgür L. Özçep, and Diedrich Wolter,
Multi-Label Learning with a Cone-Based Geometric Model, in Proceedings of the 25th International Conference on Conceptual Structures (ICCS 2020) , 2020.
DOI:10.1007/978-3-030-57855-8_13
Bibtex: BibTeX
@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}}
Karsten Keller Marisa Mohr,
New Approaches in Ordinal Pattern Representations for Multivariate Time Series, in Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference (FLAIRS-33) , North Miami Beach, Florida, USA, May 17-20, 2020: {AAAI} Press, 2020. pp. 124--129.
DOI:https://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18417/17531
Bibtex: BibTeX
@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}
}
Ralf Möller Marisa Mohr,
On the Behaviour of Permutation Entropy on Fractional Brownian Motion in a Multivariate Setting, in Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2020 (APSIPA-ASC) , 2020.
Bibtex: BibTeX
@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 = {}
}
Mena Leemhuis, Özgür L. Özçep, and Diedrich Wolter,
Orthologics for Cones, arXiv e-prints , pp. arXiv:2008.03172, 2020.
Bibtex: BibTeX
@article{leemhuis20OrthologicsArxiv,
	Author = {Mena Leemhuis and  {\"O}zg{\"u}r L. {\"O}z{\c{c}}ep and  Diedirich Wolter},
	Eid = {arXiv:2008.03172},
	Eprint = {2008.03172},
	Journal = {arXiv e-prints},
	Keywords = {Computer Science - Artificial Intelligence, Computer Science - Logic in Computer Science},
	Month = aug,
	Pages = {arXiv:2008.03172},
	Primaryclass = {cs.AI},
	Title = {{Orthologics for Cones}},
	Year = 2020}
Tobias Groth, Sven Groppe, Martin Koppehel, and Thilo Pionteck,
Parallelizing Approximate Search on Adaptive Radix Trees, in Proceedings of the 28th Italian Symposium on Advanced Database Systems, Villasimius, Sud Sardegna, Italy (virtual due to Covid-19 pandemic) , 2020. pp. 56--67.
File: 16-paper.pdf
Bibtex: BibTeX
@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}
}
Sven Groppe, Le Gruenwald, and Valentina Presutti,
Proceedings of the International Workshop on Semantic Big Data (SBD) in conjunction with SIGMOD, Portland, Oregon, USA., .... ACM, 2020.
DOI:10.1145/3391274
ISBN:978-1-4503-7974-8
File: 3391274
Sven Groppe, and Lina Hartung,
ReViz: A Tool for Automatically Generating Citation Graphs and Variants, in International Conference on Asian Digital Libraries (ICADL): Digital Libraries at Times of Massive Societal Transition , 2020. pp. 107--121.
File: 978-3-030-64452-9_10
Felix Kuhr, and Özgür Lütfü Özçep,
Theory Interpretations for Topic Models, in Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference {(FLAIRS-20)} , 2020.
DOI:https://aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18412
Bibtex: BibTeX
@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}
}
Diedrich Wolter, and Özgür Lütfü Özçep,
Wissen über Raum und Zeit, in Handbuch der K{\"u}nstlichen Intelligenz , De Gruyter, 2020.
Bibtex: BibTeX
@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}}