2020

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, Aug.2020. pp. 2592--2599.
DOI:https://doi.org/10.3233/FAIA200395
Datei: 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, Aug.2020. 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, Aug.2020. 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}
}
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}
}
Simon Schiff, and Özgür Lütfü Özçep,
Bounded-Memory Criteria for Streams with Application Time, in Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference {(FLAIRS-20)} , North Miami Beach, Florida, USA: {AAAI} Press, 2020. pp. 148--153.
Datei: 18421
Bibtex: BibTeX
@inproceedings{SchOe20a,
	Author = {Simon Schiff and Özgür Lütfü Özçep},
	Booktitle = {Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference {(FLAIRS-20)}},
	Title = {Bounded-Memory Criteria for Streams with Application Time},
	Year = {2020}
}
[English] Gerhard Satzger Lucas Baier,
Handling Concept Drifts in Regression Problems – the Error Intersection Approach, in Proceedings of 15th International Conference on Wirtschaftsinformatik, 2020, Potsdam, Germany , N. Gronau, M. Heine, H. Krasnova, K. Poustcchi, Eds. {GITO} Verlag, 2020.
DOI:https://publikationen.bibliothek.kit.edu/1000105012
Datei:
Bibtex: BibTeX
@inproceedings{BaierHofmannKuehlMohrSatzger2020,
	title = {Handling Concept Drifts in Regression Problems – the Error Intersection Approach},
	language = {English},
	booktitle = {Proceedings of 15th International Conference on Wirtschaftsinformatik, 2020, Potsdam, Germany},
	author = {Lucas Baier, Marcel Hofmann, Niklas Kühl, Marisa Mohr, Gerhard Satzger},
	year = {2020},
        doi = {https://publikationen.bibliothek.kit.edu/1000105012}
}
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 Mattis Hartwig,
Constructing Gaussian Processes for Probabilistic Graphical Models, in Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference {(FLAIRS-33)} , North Miami Beach, Florida, USA, May 17-20, 2020: AAAI, 2020. pp. 57--62.
DOI:https://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18407/17520
Bibtex: BibTeX
@inproceedings{HarMoMo20,
	Author = {Mattis Hartwig, Marisa Mohr, Ralf M{\"o}ller},
	Booktitle = {Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference {(FLAIRS-33)}},
	Title = {Constructing Gaussian Processes for Probabilistic Graphical Models},
	Year = {2020},
        doi = {https://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18407/17520}
}
Özgür Lütfü Özçep, Mena Leemhuis, and Diedrich Wolter,
Cone semantics for logics with negation, in Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, (IJCAI-20) , ijcai.org, 2020. pp. 1820--1826.
DOI:10.24963/ijcai.2020/252
Datei: 252
Bibtex: BibTeX
@inproceedings{oezcep20Cone,
	Author = {{\"O}z{\c{c}}ep, {\"O}zg{\"u}r L{\"u}tf{\"u} and Leemhuis, Mena and Wolter, Diedrich},
	Booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI-20}},
	Date-Modified = {2020-05-05 17:51:59 +0200},
	Keywords = {own,acceptedForPublication},
	Title = {Cone semantics for logics with negation},
	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}}
Diedrich Wolter,
Handbuch der K{\"u}nstlichen Intelligenz, De Gruyter, 2020, pp. 101--142.
DOI:https://doi.org/10.1515/9783110659948-004
Bibtex: BibTeX
@inbook{wolter20kihandbuch,
	Author = {Diedrich Wolter and \"Ozg\"ur L. {\"O}z\c{c}ep},
	Title = {Handbuch der K{\"u}nstlichen Intelligenz},
        Chapter = {Kapitel 4: Wissen {\"u}ber Raum und Zeit}
        Year = {2020},
        Pages = {101--142},
        Publisher = {De Gruyter},
        DOI = {https://doi.org/10.1515/9783110659948-004},
        Keywords = {invitedContribution}
}
Tristan Potten, and Tanya Braun,
{Benchmarking Inference Algorithms for Probabilistic Relational Models}, in ICCS-20 Proceedings of the 25th International Conference on Conceptual Structures , 2020.
DOI:https://doi.org/10.1007/978-3-030-57855-8_15
Bibtex: BibTeX
@inproceedings{PotBr20,
  author = {Tristan Potten and Tanya Braun}, 
  title = {{Benchmarking Inference Algorithms for Probabilistic Relational Models}}, 
  booktitle = {ICCS-20 Proceedings of the 25th International Conference on Conceptual Structures}, 
  year = {2020},
  doi = {https://doi.org/10.1007/978-3-030-57855-8_15}
}
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) , Sep.2020.
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}
}
[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}
}
[English] Ralf Möller Nils Finke,
Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping, in Proceedings of Machine Learning Research , Manfred Jaeger and Thomas Dyhre Nielsen, Eds. PMLR, Sep.2020. pp. 197--208.
DOI: http://proceedings.mlr.press/v138/finke20a.html
Bibtex: BibTeX
@inproceedings{FiGeBrPoMo2020,
	title = {Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping},
	language = {English},
	booktitle = {Proceedings of Machine Learning Research},
	author = {Nils Finke, Marcel Gehrke, Tanya Braun, Tristan Potten, Ralf Möller},
	year = {2020}
}
Tanya Braun,
{Rescued from a Sea of Queries: Exact Inference in Probabilistic Relational Models}, University of L"ubeck, 2020.
Bibtex: BibTeX
@phdthesis{Bra20,
  author = "Tanya Braun",
  title = "{Rescued from a Sea of Queries: Exact Inference in Probabilistic Relational Models}",
  school = "University of L\"ubeck",
  year = "2020",
  note = "PhD thesis"
}
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}
}
G"unther G"orz, Tanya Braun, and Ute Schmid (Eds.),
{Handbuch der Künstlichen Intelligenz, 6. Auflage}., .... De Gruyter, 2020.
Bibtex: BibTeX
@book{GoeBrSc20,
  author = "G\"unther G\"orz and Tanya Braun and Ute Schmid (Eds.)",
  title = "{Handbuch der Künstlichen Intelligenz, 6. Auflage}",
  year = "2020",
  publisher = "De Gruyter"
}
G"unther G"orz, Tanya Braun, and Ute Schmid (Eds.),
{Handbuch der K"unstlichen Intelligenz, 6. Auflage}., .... De Gruyter, 2020.
Datei: 558044
Bibtex: BibTeX
@book{GoeBrSc20,
  author = "G\"unther G\"orz and Tanya Braun and Ute Schmid (Eds.)",
  title = "{Handbuch der K\"unstlichen Intelligenz, 6. Auflage}",
  year = "2020",
  publisher = "De Gruyter",
  url = {https://www.degruyter.com/view/title/558044?rskey=Yc1Ty5}
}
Simon Schiff, Felix Kuhr, Sylvia Melzer, and Ralf Möller,
AI-based Companion Services for Humanities, in AI methods for digital heritage, Workshop at 43rd German Conference on Artificial Intelligence , 2020.
Bibtex: BibTeX
@inproceedings{schiff2020ai,
    author = {Simon Schiff and Felix Kuhr and Sylvia Melzer and Ralf Möller},
    title = {AI-based Companion Services for Humanities},
    booktitle = {AI methods for digital heritage, Workshop at 43rd German Conference on Artificial Intelligence},
    year = {2020},
    pages = {},
    type = {extended abstract},
    pubstate = {unpublished},
    location = {Bamberg}
}
Mena Leemhuis, Özgür L. Özçep, and Diedrich Wolter,
Orthologics for Cones, arXiv e-prints , pp. arXiv:2008.03172, Aug. 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}
Özgür Lütfü Özçep, Mena Leemhuis, and Diedrich Wolter,
Cones, Negation, And All That, in Proceedings of the 43rd German Conference on Artificial Intelligence, (KI 2020) , Springer International Publishing, 2020. pp. 235--239.
DOI:https://doi.org/10.1007/978-3-030-58285-2_17
Bibtex: BibTeX
@inproceedings{oezcep20conesNegation,
	Author = {{\"{O}}zg{\"{u}}r L{\"{u}}tf{\"{u}} {\"{O}}z{\c{c}}ep and Mena Leemhuis and Diedrich Wolter},
	Booktitle = {Proceedings of the 43rd German Conference on Artificial Intelligence, {KI 2020}},
	Date-Added = {2020-07-30 13:16:05 +0200},
	Date-Modified = {2020-08-27 12:09:11 +0200},
	Note = {In press},
	Title = {Cones, Negation, And All That},
	Year = {2020},
	Bdsk-Url-1 = {https://doi.org/10.24963/ijcai.2020/252}}
Sven Groppe, and Mu-Chun Su,
Due to COVID-19 the World's Activities Stopped, but not Research: Workshop on Very Large Internet of Things (VLIoT 2020), Open Journal of Internet Of Things (OJIOT) , vol. 6, no. 1, pp. 1--5, 2020.
Datei: OJIOT_2020v6i1n01e_VLIOT2020.html
Bibtex: BibTeX
@Article{OJIOT_2020v6i1n01e_VLIOT2020,
        title     = {Due to COVID-19 the World's Activities Stopped, but not Research: Workshop on Very Large Internet of Things (VLIoT 2020)},
        author    = {Sven Groppe and Mu-Chun Su},
        journal   = {Open Journal of Internet Of Things (OJIOT)},
        issn      = {2364-7108},
        year      = {2020},
        volume    = {6},
        number    = {1},
        pages     = {1--5},
        url       = {https://www.ronpub.com/ojiot/OJIOT_2020v6i1n01e_VLIOT2020.html}
}
Tim Bittner, and Sven Groppe,
Avoiding Blocking by Scheduling Transactions Using Quantum Annealing, in Proceedings of the 24th Symposium on International Database Engineering \& Applications (IDEAS), Seoul, Republic of Korea (virtual due to Covid-19 pandemic) , New York, NY, USA: Association for Computing Machinery (ACM), 2020.
DOI:10.1145/3410566.3410593
ISBN:9781450375030
Datei: 3410566.3410593
Bibtex: BibTeX
@inproceedings{Bittner20TransactionScheduleQuantumAnnealing,
  author = {Tim Bittner and Sven Groppe},
  title = {Avoiding Blocking by Scheduling Transactions Using Quantum Annealing},
  year = {2020},
  isbn = {9781450375030},
  publisher = {Association for Computing Machinery (ACM)},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3410566.3410593},
  booktitle = {Proceedings of the 24th Symposium on International Database Engineering \& Applications (IDEAS), Seoul, Republic of Korea (virtual due to Covid-19 pandemic)}
}
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.
Datei: 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}
}