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.
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: | @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.
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: | @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.
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: | @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.
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: | @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.
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: | @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.
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: | @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.
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: | @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.
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: | @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.
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: | @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.
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: | @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.
Handbuch der K{\"u}nstlichen Intelligenz, De Gruyter, 2020, pp. 101--142.
| DOI: | https://doi.org/10.1515/9783110659948-004 |
| 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.
{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: | @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.
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: | @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 .
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: | @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.
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: | @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.
{Rescued from a Sea of Queries: Exact Inference in Probabilistic Relational Models}, University of L"ubeck, 2020.
Mehwish
Alam,
Tanya
Braun, and
Bruno Yun
(Eds.),
ICCS-20 Proceedings of the 25th International Conference on Conceptual Structures., .... Springer, 2020.
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: | @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.
{Handbuch der Künstlichen Intelligenz, 6. Auflage}., .... De Gruyter, 2020.
| 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.
{Handbuch der K"unstlichen Intelligenz, 6. Auflage}., .... De Gruyter, 2020.
| Datei: | 558044 |
| 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.
AI-based Companion Services for Humanities, in AI methods for digital heritage, Workshop at 43rd German Conference on Artificial Intelligence , 2020.
Mena
Leemhuis,
Özgür L.
Özçep, and
Diedrich
Wolter,
Orthologics for Cones, arXiv e-prints , pp. arXiv:2008.03172, Aug. 2020.
Orthologics for Cones, arXiv e-prints , pp. arXiv:2008.03172, Aug. 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.
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: | @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.
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: | @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.
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: | @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.
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: | |
| 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}
} |

