2021

Le Gruenwald, Sarika Jain, and Sven Groppe,
Leveraging Artificial Intelligence in Global Epidemics., .... Elsevier, 2021.
File: 978-0-323-89777-8
Bibtex: BibTeX
@book{gruenwald2021leveraging,
  editor    = {Le Gruenwald and Sarika Jain and Sven Groppe},
  title     = {Leveraging Artificial Intelligence in Global Epidemics},
  publisher = {{Elsevier}},
  year      = {2021},
  url       = {https://www.elsevier.com/books/leveraging-artificial-intelligence-in-global-epidemics/gruenwald/978-0-323-89777-8}
}
Tanya Braun, Stefan Fischer, Florian Lau, and Ralf Möller,
Lifting DecPOMDPs for Nanoscale Systems --- A Work in Progress, in 10th International Workshop on Statistical Relational AI at the 1st International Joint Conference on Learning and Reasoning , 2021.
File: 2110.09152
Bibtex: BibTeX
@inproceedings{BraFiLaMo21,
  author = {Tanya Braun and Stefan Fischer and Florian Lau and Ralf M\"oller}, 
  title = {{Lifting DecPOMDPs for Nanoscale Systems --- A Work in Progress}}, 
  booktitle = {10th International Workshop on Statistical Relational AI at the 1st International Joint Conference on Learning and Reasoning}, 
  year = {2021},
  url = {https://arxiv.org/abs/2110.09152}
}
Sylvia Melzer, Stefan Thiemann, and Ralf Möller,
Modeling and Simulating Federated Databases for early Validation of Federated Searches using the Broker-based SysML Toolbox, in {IEEE} International Systems Conference (SysCon 2021), Vancouver, BC, Canada, April 15 - May 15, 2021 , IEEE, 2021. pp. 1--6.
DOI:https://doi.org/10.1109/SysCon48628.2021.9447055
Bibtex: BibTeX
@inproceedings{MelzerTM21,
  author    = {Sylvia Melzer and Stefan Thiemann and Ralf Möller},
  title     = {Modeling and Simulating Federated Databases for early Validation of Federated Searches using the Broker-based SysML Toolbox},
  booktitle = {{IEEE} International Systems Conference (SysCon 2021), Vancouver, BC, Canada, April 15 - May 15, 2021},
  year      = {2021},
  pages     = {1--6},
  publisher = {IEEE},
  doi       = {https://doi.org/10.1109/SysCon48628.2021.9447055}
}
Sylvia Melzer, Oliver C. Eichmann, Hongxu Wang, and Ralf God,
Modeling and Simulation of Database Interactions, 2021. GfSE.
DOI:10.25592/uhhfdm.9696
Bibtex: BibTeX
@misc{sylvia_melzer_2021_9696,
  author       = {Sylvia Melzer and Oliver C. Eichmann and Hongxu Wang and Ralf God},
  title        = {Modeling and Simulation of Database Interactions},
  month        = {November},
  year         = {2021},
  publisher   = {GfSE},
  doi          = {10.25592/uhhfdm.9696}
}
[en] Simon Schiff, and Ralf Möller,
On Human-Aware Information Seeking, in Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2021) , CEUR Workshop Proceedings, 2021. pp. 31--39.
Bibtex: BibTeX
@InProceedings{schiff2021human,
  author    = {Simon Schiff and Ralf Möller},
  booktitle = {Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2021)},
  date      = {2021-09-28},
  title     = {On Human-Aware Information Seeking},
  language  = {en},
  pages     = {31--39},
  publisher = {CEUR Workshop Proceedings},
}
Sven Groppe, Rico Klinckenberg, and Benjamin Warnke,
Sound of Databases: Sonification of a Semantic Web Database Engine, Proc. VLDB Endow. , vol. 14, no. 12, pp. 2695--2698, 2021.
File: 3476311.3476322
Marcel Gehrke,
On the Complexity and Completeness of the Lifted Dynamic Junction Tree Algorithm, in 10th International Workshop on Statistical Relational AI at the 1st International Joint Conference on Learning and Reasoning , 2021.
File: 2110.09197
Bibtex: BibTeX
@inproceedings{Geh21,
  author = {Marcel Gehrke}, 
  title = {{On the Complexity and Completeness of the Lifted Dynamic Junction Tree Algorithm}}, 
  booktitle = {10th International Workshop on Statistical Relational AI at the 1st International Joint Conference on Learning and Reasoning}, 
  year = {2021},
  url = {https://arxiv.org/abs/2110.09197}
}
Sven Groppe, and Jinghua Groppe,
Optimizing Transaction Schedules on Universal Quantum Computers via Code Generation for Grover’s Search Algorithm, in Proceedings of the 25th International Database Engineering \& Applications Symposium (IDEAS), Montreal, QC, Canada , New York, NY, USA: Association for Computing Machinery (ACM), 2021.
DOI:10.1145/3472163.3472164
File: 3472163.3472164
Sven Groppe, and Weizhi Meng,
Overview of the 2021 Edition of the Workshop on Very Large Internet of Things (VLIoT 2021), Open Journal of Internet Of Things (OJIOT) , vol. 7, no. 1, pp. 18--22, 2021. RonPub.
File: OJIOT_2021v7i1n02e_VLIoT2021.html
Bibtex: BibTeX
@article{OJIOT_2021v7i1n02e_VLIoT2021,
        title     = {Overview of the 2021 Edition of the Workshop on Very Large Internet of Things (VLIoT 2021)},
        author    = {Sven Groppe and Weizhi Meng},
        journal   = {Open Journal of Internet Of Things (OJIOT)},
        issn      = {2364-7108},
        year      = {2021},
        volume    = {7},
        number    = {1},
        pages     = {18--22},
        url       = {https://www.ronpub.com/ojiot/OJIOT_2021v7i1n02e_VLIoT2021.html},
        publisher = {RonPub}
}
Sarika Jain, and Sven Groppe,
Proceedings of the International Semantic Intelligence Conference (ISIC), New Delhi (hybrid), India., .... CEUR, 2021.
File: urn:nbn:de:0074-2786-5
Ralf Möller Nils Finke,
Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping, in Research Challenges in Information Science - 15th International Conference, {RCIS} 2021 , Samira Cherfi, Anna Perini, Selmin Nurcan, Eds. Springer International Publishing, 2021. pp. 189--204.
DOI:https://link.springer.com/chapter/10.1007%2F978-3-030-75018-3_12
ISBN:978-3-030-75018-3
Bibtex: BibTeX
@inproceedings{FiMohLoZuKoMo21,
       author = {Nils Finke, Marisa Mohr, Alexander Lontke, Marwin Zünfle, Samuel Kounev, Ralf Möller},
	title = {Recommendations for Data-Driven Degradation Estimation with   Case Studies from Manufacturing and Dry-Bulk Shipping},
	booktitle = {Research Challenges in Information Science - 15th International Conference, {RCIS} 2021},
        editor = {Samira Cherfi, Anna Perini, Selmin Nurcan},
	year = {2021},
        series    = {Lecture Notes in Business Information Processing},
        volume    = {415},
        pages     = {189--204},
        publisher = {Springer International Publishing},
        doi       = {https://link.springer.com/chapter/10.1007%2F978-3-030-75018-3_12},
        isbn = {978-3-030-75018-3}
}
Sven Groppe,
Semantic Hybrid Multi-Model Multi-Platform (SHM3P) Databases, in International Semantic Intelligence Conference (ISIC 2021), New Delhi (hybrid), India , CEUR, 2021. pp. 16--26.
File: Paper2.pdf
Marcel Gehrke,
Taming Exact Inference in Temporal Probabilistic Relational Models, University of Lübeck, 2021.
Bibtex: BibTeX
@phdthesis{Geh21a,
  author = "Marcel Gehrke",
  title = "{Taming Exact Inference in Temporal Probabilistic Relational Models}",
  school = "University of L\"ubeck",
  year = "2021",
  note = "PhD thesis"
}
Ralf Möller,
Humanities-Centred Artificial Intelligence (CHAI) as an Emerging Paradigm, in Exploring Written Artefacts: Objects, Methods, and Concepts , Jörg B. Quenzer, Eds. De Gruyter, 2021, pp. 245--266.
DOI:doi:10.1515/9783110753301-013
Bibtex: BibTeX
@inbook{Möller2021,
author = {Ralf Möller},
title = {Humanities-Centred Artificial Intelligence (CHAI) as an Emerging Paradigm},
booktitle = {Exploring Written Artefacts: Objects, Methods, and Concepts},
editor = {Jörg B. Quenzer},
year = {2021},
volume = {25/1},
pages = {245--266},
publisher = {De Gruyter},
doi = {doi:10.1515/9783110753301-013}
}
Tanya Braun, Marcel Gehrke, Tom Hanika, and Nathalie Hernandez (Eds.),
ICCS-21 Proceedings of the 26th International Conference on Conceptual Structures., .... Springer, 2021.
DOI:https://doi.org/10.1007/978-3-030-86982-3
Bibtex: BibTeX
@book{BraGeHaHe21, 
  author = {Tanya Braun and Marcel Gehrke and Tom Hanika and Nathalie Hernandez (Eds.)},
  title = {ICCS-21 Proceedings of the 26th International Conference on Conceptual Structures},
  year = {2021},
  publisher = {Springer},
  doi = {https://doi.org/10.1007/978-3-030-86982-3}
}
Venkataraman Neelanarayanan, Vijayakumar Varadarajan, Ron Doyle, Imad Fakhri Taha Alyaseen, and Sven Groppe,
Special issue on the technologies and applications of big data, Wireless Networks , vol. 27, no. 8, pp. 5425-5428, 2021.
File: s11276-021-02796-8
Bibtex: BibTeX
@article{Neelanarayanan2021BigDataA,
	title        = {Special issue on the technologies and applications of big data},
	author       = {V. Neelanarayanan and V. Vijayakumar and Ron Doyle and Imad Fakhri Taha Alyaseen and Sven Groppe},
	year         = 2021,
	journal      = {Wireless Networks},
	volume       = 27,
	number       = 8,
	pages        = {5425--5428},
	issn         = {1572-8196},
	url          = {https://doi.org/10.1007/s11276-021-02796-8}
}
Mattis Hartwig, Tanya Braun, and Ralf Möller,
Handling Overlaps When Lifting Gaussian Bayesian Networks, in Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021) , Montreal, Kanada: IJCAI Organization, 2021. pp. 4228--4234.
DOI:https://doi.org/10.24963/ijcai.2021/581
ISBN:978-0-9992411-9-6 (online)
Bibtex: BibTeX
@inproceedings{HarBrMo21,
  author = {Mattis Hartwig and Tanya Braun and Ralf M\"oller}, 
  title = {{Handling Overlaps When Lifting Gaussian Bayesian Networks}}, 
  booktitle = {Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)},
  address = {Montreal, Kanada}, 
  year = {2021},
  date = {19.-27.08.2021},
  pages = {4228--4234},
  publisher = {IJCAI Organization},
  DOI = {https://doi.org/10.24963/ijcai.2021/581},
  ISBN = {978-0-9992411-9-6 (online)}
}
Sven Groppe, and Lina Hartung,
Automatically Generating Citation Graphs (and Variants) for Systematic Reviews, Open Journal of Information Systems (OJIS) , vol. 8, no. 1, pp. 1--25, 2021. RonPub.
File: OJIS_2021v8i1n01_Groppe.html
Mareike Stender, Jan Graßhoff, Tanya Braun, Ralf Möller, and Philipp Rostalski,
{A Hybrid Factor Graph Model for Biomedical Activity Detection}, in IEEE EMBS - International Conference on Biomedical and Health Informatics (BHI 2021), Athens, Greece, July 27-30, 2021 , IEEE, 2021. pp. 1--4.
DOI:https://doi.org/10.1109/BHI50953.2021.9508594
Bibtex: BibTeX
@inproceedings{StenderGBMR21,
  author    = {Mareike Stender and Jan Graßhoff and Tanya Braun and Ralf Möller and Philipp Rostalski},
  title     = {{A Hybrid Factor Graph Model for Biomedical Activity Detection}},
  booktitle = {IEEE EMBS - International Conference on Biomedical and Health Informatics (BHI 2021), Athens, Greece, July 27-30, 2021},
  year      = {2021},
  pages     = {1--4},
  publisher = {IEEE},
  doi       = {https://doi.org/10.1109/BHI50953.2021.9508594}
}
Sven Groppe, Rico Klinckenberg, and Benjamin Warnke,
Generating Sound from the Processing in Semantic Web Databases, Open Journal of Semantic Web (OJSW) , vol. 8, no. 1, pp. 1--27, 2021.
File: OJSW_2021v8i1n01_Groppe.html
Ralf Möller Marisa Mohr,
{A Summary of Canonical Multivariate Permutation Entropies on Multivariate Fractional Brownian Motion}, Advances in Science, Technology and Engineering Systems Journal , vol. 6, no. 5, pp. 107--124, 2021.
DOI:https://dx.doi.org/10.25046/aj060514
Bibtex: BibTeX
@article{MohrMo21astesj,
author = {Marisa Mohr, Ralf Möller},
journal = {Advances in Science, Technology and Engineering Systems Journal},
title = {{A Summary of Canonical Multivariate Permutation Entropies on Multivariate Fractional Brownian Motion}},
volume = {6},
number = {5},
pages = {107--124},
year = {2021},
doi = {https://dx.doi.org/10.25046/aj060514}
}
Felix Kuhr, Matthis Lichtenberger, Tanya Braun, and Ralf Möller,
{Enhancing Relational Topic Models with Named Entity Induced Links}, in Proceedings of 15th IEEE International Conference on Semantic Computing (ICSC 2021), Laguna Hills, CA, USA, January 27-29 , {IEEE}, 2021. pp. 314--317.
DOI:https://doi.org/10.1109/ICSC50631.2021.00059
Bibtex: BibTeX
@INPROCEEDINGS{KuhLiBrMo21,
author={Felix Kuhr and Matthis Lichtenberger and Tanya Braun and Ralf M\"oller},
title={{Enhancing Relational Topic Models with Named Entity Induced Links}},
booktitle={Proceedings of 15th IEEE International Conference on Semantic Computing (ICSC 2021), Laguna Hills, CA, USA, January 27-29},
year={2021},
pages={314--317},
publisher = {{IEEE}},
doi={https://doi.org/10.1109/ICSC50631.2021.00059},
keywords={Subjective Content Descriptions; Relational Topic Model; Text Mining}
}
Ralf Möller Marisa Mohr,
{Ordering Principle Components of Multivariate Fractional Brownian Motion for Solving Inverse Problems}, in Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2021 (APSIPA-ASC) , IEEE, 2021.
DOI:https://ieeexplore.ieee.org/abstract/document/9689360
Bibtex: BibTeX
@inproceedings{MohMo,
	author = {Marisa Mohr, Ralf M{\"o}ller},
        title = {{Ordering Principle Components of Multivariate Fractional Brownian Motion for Solving Inverse Problems}},
	booktitle = {Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2021 (APSIPA-ASC)},
	year = {2021},
        publisher = {IEEE},
        doi = {https://ieeexplore.ieee.org/abstract/document/9689360}
}
Rafal Lokuciejewski, Dominik Schüssele, Florian Wilhelm, and Sven Groppe,
A Platform for Interactive Data Science with Apache Spark for On-premises Infrastructure, in Proceedings of the 11th International Conference on Cloud Computing and Services Science (CLOSER) , SciTePress, 2021. pp. 65-76.
ISBN:978-989-758-510-4
File: 0010447500650076
Bibtex: BibTeX
@inproceedings{Lokuciejewski21Platform,
  author = {Rafal Lokuciejewski and Dominik Schüssele and Florian Wilhelm and Sven Groppe},
  title = {A Platform for Interactive Data Science with Apache Spark for On-premises Infrastructure},
  booktitle = {Proceedings of the 11th International Conference on Cloud Computing and Services Science (CLOSER)},
  year = {2021},
  pages = {65-76},
  publisher={SciTePress},
  url = {https://doi.org/10.5220/0010447500650076},
  isbn = {978-989-758-510-4}
}
Marisa Mohr Nils Finke,
A Priori Approximation of Symmetries in Probabilistic Dynamic Relational Models, in KI 2021: Advances in Artificial Intelligence , Stefan Edelkamp, Ralf M{\"o}ller, Elmar Rueckert, Eds. Cham: Springer International Publishing, 2021. pp. 309--323.
DOI:https://link.springer.com/chapter/10.1007%2F978-3-030-87626-5_23
Bibtex: BibTeX
@InProceedings{FiMo,
author={Nils Finke, Marisa Mohr},
title={A Priori Approximation of Symmetries in Probabilistic Dynamic Relational Models},
booktitle={KI 2021: Advances in Artificial Intelligence},
year={2021},
editor={Stefan Edelkamp, Ralf M{\"o}ller, Elmar Rueckert},
pages={309--323},
publisher={Springer International Publishing},
address={Cham},
doi={https://link.springer.com/chapter/10.1007%2F978-3-030-87626-5_23}
}