2021

Gurdeep Singh Hura, Sven Groppe, Sarika Jain, and Le Gruenwald,
Artificial Intelligence in Global Epidemics, Part 1, New Generation Computing , vol. 39, no. 3-4, 2021.
File: s00354-021-00138-y
Bibtex: BibTeX
@article{Hura2021AI,
  author={Gurdeep Singh Hura and Sven Groppe and Sarika Jain and Le Gruenwald},
  title={Artificial Intelligence in Global Epidemics, Part 1},
  journal={New Generation Computing},
  volume = {39},
  number = {3-4},
  year={2021},
  url={https://doi.org/10.1007/s00354-021-00138-y}
}
Florian Marwitz, Tanya Braun, and Ralf Möller,
A First Step Towards Even More Sparse Encodings of Probability Distributions, in ILP-21 Proceedings of the 30th International Conference on Inductive Logic Programming , 2021.
DOI:https://doi.org/10.1007/978-3-030-97454-1_13
File: Dateilink
Bibtex: BibTeX
@inproceedings{MarBrMo21,
  author = {Florian Andreas Marwitz and Tanya Braun and Ralf M\"oller}, 
  title = {{A First Step Towards Even More Sparse Encodings of Probability Distributions}}, 
  booktitle = {ILP-21 Proceedings of the 30th International Conference on Inductive Logic Programming}, 
  year = {2021},
  doi = {https://doi.org/10.1007/978-3-030-97454-1_13}
}
Sven Groppe, Le Gruenwald, and Ching-Hsien Hsu,
BiDEDE '21: Proceedings of the International Workshop on Big Data in Emergent Distributed Environments., .... Association for Computing Machinery (ACM), 2021.
ISBN:9781450384650
File: 3460866
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},
}
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    pubstate = {unpublished},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}
}
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},
}
Mattis Hartwig, and Achim Peters,
Cooperation and Social Rules Emerging From the Principle of Surprise Minimization, Frontiers in Psychology , vol. 11, pp. 3668, 2021.
DOI:10.3389/fpsyg.2020.606174
File: fpsyg.2020.606174
Bibtex: BibTeX
@article{HarPe21,
author={Mattis Hartwig and Achim Peters}, 
title={Cooperation and Social Rules Emerging From the Principle of Surprise Minimization},      	
journal={Frontiers in Psychology},      	
volume={11},      
pages={3668},     	
year={2021},      	  
url={https://www.frontiersin.org/article/10.3389/fpsyg.2020.606174}, 
issn={1664-1078}
}
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},
}
Sylvia Melzer, Simon Schiff, and Ralf Möller,
Complementary Document Representations for Information Retrieval, in 34th International FLAIRS Conference (FLAIRS-34), North Miami Beach, Florida, USA, May 17-19 , 2021.
DOI:https://doi.org/10.25592/uhhfdm.9569
Bibtex: BibTeX
@inproceedings{sylvia_melzer_2021_9569,
  author    = {Sylvia Melzer and Simon Schiff and Ralf Möller},
  title     = {{Complementary Document Representations for Information Retrieval}}, 
  booktitle = {34th International FLAIRS Conference (FLAIRS-34), North Miami Beach, Florida, USA, May 17-19},
  year      = {2021},
  pages     = {},
  publisher = {},
  doi       = {https://doi.org/10.25592/uhhfdm.9569}
}
Benjamin Warnke, Muhammad Waqas Rehan, Stefan Fischer, and Sven Groppe,
Flexible data partitioning schemes for parallel merge joins in semantic web queries, in Datenbanksysteme für Business, Technologie und Web ({BTW}), 19. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme", Dresden, Germany , Gesellschaft für Informatik, Bonn, 2021. pp. 237--256.
DOI:10.18420/btw2021-12
File: btw2021-12
Bibtex: BibTeX
@inproceedings{Warnke21Flexible,
  author    = {Benjamin Warnke and Muhammad Waqas Rehan and Stefan Fischer and Sven Groppe},
  title     = {Flexible data partitioning schemes for parallel merge joins in semantic web queries},
  booktitle = {Datenbanksysteme für Business, Technologie und Web ({BTW}), 19. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme", Dresden, Germany},
  series    = {{LNI}},
  volume    = {{P-311}},
  pages     = {237--256},
  publisher = {Gesellschaft für Informatik, Bonn},
  year      = {2021},
  url       = {https://doi.org/10.18420/btw2021-12},
  note = {this publication received the label 'Results Reproduced'}
}

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}
}
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}
}
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}
}
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}
}
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}
}
Sven Groppe, and Jinghua Groppe,
Hybrid Multi-Model Multi-Platform (HM3P) Databases, in Proceedings of the 9th International Conference on Data Science, Technology and Applications (DATA), virtual due to Covid-19 pandemic , 2020.
File: 0009802401770184
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}
}
[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}
}
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}
}
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 = {}
}