2019

Marcel Gehrke, Tanya Braun, and Ralf Möller,
Relational Forward Backward Algorithm for Multiple Queries, in Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, Sarasota, Florida, USA, May 19-22 , AAAI Press, Mai2019. pp. 464--469.
Datei: 18230
Bibtex: BibTeX
@inproceedings{GehBrMo19a,
  author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller}, 
  title = {{Relational Forward Backward Algorithm for Multiple Queries}}, 
 booktitle = {Proceedings of the Thirty-Second International Florida Artificial
               Intelligence Research Society Conference, Sarasota, Florida, USA,
               May 19-22},
  pages     = {464--469},
  publisher = {{AAAI} Press},
  year      = {2019},
  url       = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS19/paper/view/18230}
}
Sven Groppe, and Le Gruenwald,
Proceedings of the International Workshop on Semantic Big Data (SBD) in conjunction with SIGMOD, Amsterdam, The Netherlands., .... ACM, 2019.
DOI:10.1145/3323878
ISBN:978-1-4503-6766-0
Datei: 3323878
Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, and Jost Steinhäuser,
Lifted Maximum Expected Utility, in Artificial Intelligence in Health , Springer International Publishing, 2019. pp. 131--141.
DOI:https://doi.org/10.1007/978-3-030-12738-1_10
ISBN:978-3-030-12738-1
Bibtex: BibTeX
@inproceedings{GehBrMo19b,
    Author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller and Alexander Waschkau and Christoph Strumann and Jost Steinhäuser},
    Title = {{Lifted Maximum Expected Utility}},
  booktitle = {Artificial Intelligence in Health}, 
  pages={131--141},
  year = {2019},
  isbn={978-3-030-12738-1},
  doi={https://doi.org/10.1007/978-3-030-12738-1_10},
  publisher = {Springer International Publishing}
}
Bjarne Witten Felix Kuhr, and Ralf Möller,
"{On Corpus-driven Annotation Enrichment}" 2019.
Bibtex: BibTeX
@techreport{KuhWiMo19a,
    Author = {Felix Kuhr, Bjarne Witten and Ralf M\"oller},
    Title = {{On Corpus-driven Annotation Enrichment}},
    Year = {2019},
    Institution = {IFIS, Universit{\"a}t zu L{\"u}beck},
    Note = {Long version of the ICSC 2019 conference paper}
}
Felix Kuhr, and Ralf Möller,
Constructing and Maintaining Corpus-Driven Annotations, in Proceedings of the 13th IEEE International Conference on Semantic Computing {(ICSC-19)},Newport Beach, CA, USA, January 30 - February 1 , IEEE, 2019. pp. 462--467.
DOI:https://doi.org/10.1109/ICOSC.2019.8665672
Bibtex: BibTeX
@INPROCEEDINGS{KuhMo19b,
author={Felix Kuhr and Ralf M\"oller},
booktitle={Proceedings of the 13th IEEE International Conference on Semantic Computing {(ICSC-19)},Newport Beach, CA, USA, January 30 - February 1},
title={Constructing and Maintaining Corpus-Driven Annotations},
year={2019},
pages     = {462--467},
publisher = {IEEE},
doi={https://doi.org/10.1109/ICOSC.2019.8665672},
ISSN={2325-6516},
keywords={Semantics;Iterative methods;Databases;Data mining;Ontologies;Information retrieval;Resource description framework},
}
Tanya Braun,
StaRAI or StaRDB? - A Tutorial on Statistical Relational AI, in BTW-19 Proceedings Datenbanksysteme für Business, Technologie und Web -- Workshopband , Gesellschaft für Informatik, 2019. pp. 263--266.
DOI:https://doi.org/10.18420/btw2019-ws-27
Bibtex: BibTeX
@inproceedings{Bra19,
  author = {Tanya Braun}, 
  title = {{StaRAI or StaRDB? - A Tutorial on Statistical Relational AI}}, 
  booktitle = {BTW-19 Proceedings Datenbanksysteme für Business, Technologie und Web -- Workshopband}, 
  pages = {263--266},
  year = {2019},
  publisher = {Gesellschaft für Informatik},
  doi={https://doi.org/10.18420/btw2019-ws-27}
}
Marcel Gehrke, Tanya Braun, and Ralf Möller,
Lifted Temporal Most Probable Explanation, in Graph-Based Representation and Reasoning - 24th International Conference on Conceptual Structures (ICCS 2019) , Springer, Jul.2019. pp. 72--85.
DOI:https://doi.org/10.1007/978-3-030-23182-8_6
ISBN:978-3-030-23182-8
Bibtex: BibTeX
@inproceedings{GehBrMo19c,
  author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller}, 
  title = {{Lifted Temporal Most Probable Explanation}}, 
  booktitle = {Graph-Based Representation and Reasoning - 24th International Conference on Conceptual Structures (ICCS 2019)},
  series    = {Lecture Notes in Computer Science},
  volume    = {11530},
  pages     = {72--85},
  publisher = {Springer},
  year      = {2019},
  doi = {https://doi.org/10.1007/978-3-030-23182-8_6},
  isbn={978-3-030-23182-8}
}
Marcel Gehrke, Tanya Braun, and Ralf Möller,
Lifted Temporal Maximum Expected Utility, in Proceedings of the 32nd Canadian Conference on Artificial Intelligence (Canadian AI 2019), Kingston, ON, Canada, May 28-31, 2019 , Springer, Mai2019. pp. 380--386.
DOI:https://doi.org/10.1007/978-3-030-18305-9_33
ISBN:978-3-030-18305-9
Bibtex: BibTeX
@inproceedings{GehBrMo19d,
  author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller}, 
  title = {{Lifted Temporal Maximum Expected Utility}}, 
  booktitle = {Proceedings of the 32nd Canadian Conference on Artificial Intelligence (Canadian AI 2019), Kingston, ON, Canada,  May 28-31, 2019},
  series    = {Lecture Notes in Computer Science},
  volume    = {11489},
  pages     = {380--386},
  publisher = {Springer},
  year      = {2019},
  doi = {https://doi.org/10.1007/978-3-030-18305-9_33},
  isbn={978-3-030-18305-9}
}
Marcel Gehrke, Tanya Braun, and Ralf Möller,
Uncertain Evidence for Probabilistic Relational Models, in Proceedings of the 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019 , Springer, Mai2019. pp. 80--93.
DOI:https://doi.org/10.1007/978-3-030-18305-9_7
ISBN:978-3-030-18305-9
Bibtex: BibTeX
@inproceedings{GehBrMo19e,
  author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller}, 
  title = {{Uncertain Evidence for Probabilistic Relational Models}}, 
  booktitle = {Proceedings of the 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019},
  series    = {Lecture Notes in Computer Science},
  volume    = {11489},
  pages     = {80--93},
  publisher = {Springer},
  isbn={978-3-030-18305-9},
  year = {2019},
  publisher = {Springer},
  doi = {https://doi.org/10.1007/978-3-030-18305-9_7},
}
Tanya Braun, and Marcel Gehrke,
Inference in Statistical Relational AI, in Proceedings of the International Conference on Conceptual Structures 2019 , Springer, Jul.2019. pp. xvii--xix.
DOI:https://doi.org/10.1007/978-3-030-23182-8
Bibtex: BibTeX
@inproceedings{BraGe19a,
  author = {Tanya Braun and Marcel Gehrke}, 
  title = {{Inference in Statistical Relational AI}}, 
	Booktitle = {Proceedings of the International Conference on Conceptual Structures 2019},
  year = {2019},
  publisher = {Springer},
  pages = {xvii--xix},
  doi = {https://doi.org/10.1007/978-3-030-23182-8}
}
Özgür Lütfü Özçep, Felix Kuhr, and Ralf Möller,
Influence-Based Independence, in Proceedings of the 32nd International Florida Artificial Intelligence Research Society Conference (FLAIRS-19) , AAAI Press, 2019. pp. 26--31.
Datei: 18270
Bibtex: BibTeX
@inproceedings{oezcep19influence-based-public,
	Author = {Özgür Lütfü Özçep and Felix Kuhr and Ralf Möller },
	Title = {Influence-Based Independence},
	Booktitle = {Proceedings of the 32nd International Florida Artificial Intelligence Research Society Conference (FLAIRS-19)},
	Year = {2019}
  	pages = {26--31},
  	publisher = {AAAI Press},
  	url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS19/paper/view/18270}
}
Vijayakumar Varadarajan, Venkataraman Neelanarayanan, Ron Doyle, Imad Fakhri Al-Shaikhli, and Sven Groppe,
Emerging Solutions in Big Data and Cloud Technologies for Mobile Networks, Mobile Networks and Applications , vol. 24, no. 3, pp. 1015--1017, 2019.
DOI:10.1007/s11036-019-01229-3
Datei: s11036-019-01229-3
Bibtex: BibTeX
@article{varadarajan2019emerging,
  author={Vijayakumar Varadarajan and Venkataraman Neelanarayanan and Ron Doyle and Imad Fakhri Al-Shaikhli and Sven Groppe},
  title={Emerging Solutions in Big Data and Cloud Technologies for Mobile Networks},
  journal={Mobile Networks and Applications},
  year={2019},
  volume={24},
  number={3},
  pages={1015--1017},
  issn={1572-8153},
  url={https://doi.org/10.1007/s11036-019-01229-3}
}
Vijayakumar Varadarajan, Venkataraman Neelanarayanan, Ron Doyle, Imad Fakhri Al-Shaikhli, and Sven Groppe,
Editorial: Mobile Networks in the Era of Big Data, Mobile Networks and Applications , vol. 24, no. 4, pp. 1135–-1138, 2019.
Datei: s11036-019-01314-7
Bibtex: BibTeX
@article{Varadarajan2019Mobile,
author={Vijayakumar Varadarajan and Venkataraman Neelanarayanan and Ron Doyle and Imad Fakhri Al-Shaikhli and Sven Groppe},
title={Editorial: Mobile Networks in the Era of Big Data},
journal={Mobile Networks and Applications},
year={2019},
volume={24},
number={4},
pages={1135–-1138},
issn={1572-8153},
url={https://doi.org/10.1007/s11036-019-01314-7}
}
Marcel Gehrke, Tanya Braun, and Ralf Möller,
Efficient Multiple Query Answering in Switched Probabilistic Relational Models, in Proceedings of AI 2019: Advances in Artificial Intelligence (AI 2019) , Springer, Dez.2019. pp. 104--116.
DOI:https://doi.org/10.1007/978-3-030-35288-2_9
ISBN:978-3-030-35288-2
Bibtex: BibTeX
@inproceedings{GehBrMo19f,
  author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller},
  title = {{Efficient Multiple Query Answering in Switched Probabilistic Relational Models}},
  Booktitle = {Proceedings of {AI} 2019: Advances in Artificial Intelligence ({AI} 2019)},
  series    = {Lecture Notes in Computer Science},
  volume    = {11919},
  pages     = {104--116},
  publisher = {Springer},
  year      = {2019},
  doi = {https://doi.org/10.1007/978-3-030-35288-2_9},
  isbn= {978-3-030-35288-2}
}
Felix Kuhr, Tanya Braun, Magnus Bender, and Ralf Möller,
To Extend or not to Extend? Context-specific Corpus Enrichment, in Proceedings of AI 2019: Advances in Artificial Intelligence , Springer, 2019. pp. 357--368.
DOI:10.1007/978-3-030-35288-2_29
Datei: Dateilink
Bibtex: BibTeX
@inproceedings{KuBrBeMo19a,
  author = {Felix Kuhr and Tanya Braun and Magnus Bender and Ralf M\"oller}, 
  title = {{To Extend or not to Extend? Context-specific Corpus Enrichment}}, 
  booktitle = {Proceedings of {AI} 2019: Advances in Artificial Intelligence},
   series    = {Lecture Notes in Computer Science},
  volume    = {11919},
  pages     = {357--368},
  publisher = {Springer},
  year      = {2019},
  doi       = {https://doi.org/10.1007/978-3-030-35288-2_29},
  isbn= {978-3-030-35288-2}
}
Marcel Gehrke, Simon Schiff, Tanya Braun, and Ralf Möller,
Which Patient to Treat Next? Probabilistic Stream-based Reasoning for Decision Support and Monitoring, in IEEE International Conference on Big Knowledge, (ICBK 2019), Beijing, China, November 10-11, 2019 , IEEE, Nov.2019. pp. 73--80.
DOI:https://doi.org/10.1109/ICBK.2019.00018
Bibtex: BibTeX
@inproceedings{GehSchBrMo19a,
  author = {Marcel Gehrke and Simon Schiff and Tanya Braun and Ralf M\"oller}, 
title={{Which Patient to Treat Next? Probabilistic Stream-based Reasoning for Decision Support and Monitoring}},
 booktitle = {{IEEE} International Conference on Big Knowledge, (ICBK 2019), Beijing, China, November 10-11, 2019},
  year      = {2019},
  pages     = {73--80},
  publisher = {IEEE},
  doi={https://doi.org/10.1109/ICBK.2019.00018}
}
Mattis Hartwig, Marcel Gehrke, and Ralf Möller,
Approximate Query Answering in Complex Gaussian Mixture Models, in IEEE International Conference on Big Knowledge, (ICBK 2019), Beijing, China, November 10-11, 2019 , IEEE, Nov.2019. pp. 81--86.
Datei: ICBK.2019.00019
Bibtex: BibTeX
@inproceedings{HarGeMo19,
  title={{Approximate Query Answering in Complex Gaussian Mixture Models}},
  author = {Mattis Hartwig and Marcel Gehrke and Ralf M\"oller}, 
booktitle = {{IEEE} International Conference on Big Knowledge, (ICBK 2019), Beijing, China, November 10-11, 2019},
  year={2019},
  pages={81--86},
  publisher = {{IEEE}},
  url       = {https://doi.org/10.1109/ICBK.2019.00019},
  publisher = {IEEE}
}
Markus Endler, and Sven Groppe,
Editorial of the 2019 Workshop on Very Large Internet of Things (VLIoT), {OJIOT} , vol. 5, no. 1, pp. 1--5, 2019.
Datei: urn:nbn:de:101:1-2019092919330960165487
Bibtex: BibTeX
@article{Endler2019_4,
	title = {Editorial of the 2019 Workshop on Very Large Internet of Things (VLIoT)},
	author = {Markus Endler and Sven Groppe},
	journal = {{OJIOT}},
	volume = {5},
	number = {1},
	pages = {1--5},
	year = {2019},
	url = {http://nbn-resolving.de/urn:nbn:de:101:1-2019092919330960165487}
}

International Conference on Big Knowledge, (ICBK 2019), Beijing, China, November 10-11, 2019., .... IEEE, 2019.
ISBN:978-1-7281-4607-2
Datei: proceeding
Bibtex: BibTeX
@book{GaMoWu2019,
 editors    = {Yunjun Gao and Ralf M\"oller and Xindong Wu and Ramamohanarao Kotagiri},
 title     = {International Conference on Big Knowledge, (ICBK 2019), Beijing, China, November 10-11, 2019},
  year      = {2019},
  publisher = {IEEE},
  url       = {https://ieeexplore.ieee.org/xpl/conhome/8938595/proceeding},
  isbn      = {978-1-7281-4607-2}
}
Özgür Lütfü Özçep,
Representation Theorems in Computer Science - A Treatment in Logic Engineering., .... Cham: Springer Nature Switzerland AG, Jun. 2019.
DOI:https://doi.org/10.1007/978-3-030-25785-9
ISBN:978-3-030-25784-2
Özgür Lütfü Özçep, and Ralf Möller,
On Bounded-Memory Stream Data Processing with Description Logics, Cham: Springer Nature Switzerland AG, Jun.2019. pp. 639--660.
DOI:https://doi.org/10.1007/978-3-030-22102-7_30
ISBN:978-3-030-22101-0

2018

Tanya Braun, and Ralf Möller,
Counting and Conjunctive Queries in the Lifted Junction Tree Algorithm - Extended Version, in Postproceedings of the 5th International Workshop on Graph Structures for Knowledge Representation and Reasoning , Springer, 2018. pp. 54--72.
DOI:https://doi.org/10.1007/978-3-319-78102-0_3
Bibtex: BibTeX
@inproceedings{BraMo18,
author = {Tanya Braun and Ralf M\"oller}, 
title = {{Counting and Conjunctive Queries in the Lifted Junction Tree Algorithm - Extended Version}}, 
booktitle = {Postproceedings of the 5th International Workshop on Graph Structures for Knowledge Representation and Reasoning},
publisher = {Springer},
year = {2018},
pages = {54--72},
doi = {https://doi.org/10.1007/978-3-319-78102-0_3}
}
Marcel Gehrke, Tanya Braun, and Ralf Möller,
Lifted Dynamic Junction Tree Algorithm, in Proceedings of the International Conference on Conceptual Structures , Springer, Jun.2018. pp. 55--69.
DOI:https://doi.org/10.1007/978-3-319-91379-7_5
Datei: Dateilink
Bibtex: BibTeX
@inproceedings{gehrke2018ldjt,
  author={Marcel Gehrke and Tanya Braun and Ralf M{\"o}ller},
  title={{Lifted Dynamic Junction Tree Algorithm}},
  booktitle={Proceedings of the International Conference on Conceptual Structures},
  year={2018},
  pages = {55--69}
  publisher={Springer},
  doi = {https://doi.org/10.1007/978-3-319-91379-7_5}
}
Tanya Braun, and Ralf Möller,
Lifted Most Likely Explanation, in Proceedings of the International Conference on Conceptual Structures , Springer, Jul.2018.
Bibtex: BibTeX
@inproceedings{BraMo18a,
  author={Tanya Braun and Ralf M{\"o}ller},
  title={{Lifted Most Likely Explanation}},
  booktitle={Proceedings of the International Conference on Conceptual Structures},
  year={2018},
  publisher={Springer}
}
Tanya Braun, and Ralf Möller,
Lifted Most Probable Explanation, in Proceedings of the International Conference on Conceptual Structures , Springer, Jun.2018. pp. 39--54.
DOI:https://doi.org/10.1007/978-3-319-91379-7_4
Bibtex: BibTeX
@inproceedings{BraMo18a,
  author={Tanya Braun and Ralf M{\"o}ller},
  title={{Lifted Most Probable Explanation}},
  booktitle={Proceedings of the International Conference on Conceptual Structures},
  year={2018},
  pages = {39--54},
  publisher={Springer},
  doi = {https://doi.org/10.1007/978-3-319-91379-7_4}
}