2019

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}
}
Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, and Jost Steinhäuser,
Towards Lifted Maximum Expected Utility, in Proceedings of the First Joint Workshop on Artificial Intelligence in Health in Conjunction with the 27th IJCAI, the 23rd ECAI, the 17th AAMAS, and the 35th ICML , CEUR-WS.org, Jul.2018. pp. 93--96.
Datei: short8.pdf
Bibtex: BibTeX
@inproceedings{Gehrke2018TLMEU,
    Author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller and Alexander Waschkau and Christoph Strumann and Jost Steinhäuser},
    Title = {{Towards Lifted Maximum Expected Utility}},
    Year = {2018},
    Booktitle={Proceedings of the First Joint Workshop on Artificial Intelligence in Health in Conjunction with the 27th IJCAI, the 23rd ECAI, the 17th AAMAS, and the 35th ICML},
series    = {{CEUR} Workshop Proceedings},
volume    = {2142},
year = {2018},
pages = {93--96},
publisher = {CEUR-WS.org},
url = {http://ceur-ws.org/Vol-2142/short8.pdf}}
Tanya Braun, and Ralf Möller,
Parameterised Queries and Lifted Query Answering, in IJCAI-18 Proceedings of the 27th International Joint Conference on Artificial Intelligence , International Joint Conferences on Artificial Intelligence Organization, Jul.2018. pp. 4980--4986.
DOI:https://doi.org/10.24963/ijcai.2018/691
Bibtex: BibTeX
@inproceedings{BraMo18b,
  author = {Tanya Braun and Ralf M\"oller},
  title = {{Parameterised Queries and Lifted Query Answering}},
  booktitle = {IJCAI-18 Proceedings of the 27th International Joint Conference on Artificial Intelligence},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},             
  pages = {4980--4986},
  year = {2018},
  doi = {https://doi.org/10.24963/ijcai.2018/691}
}
Ralf Möller,
{Towards Foundations of Agents Reasoning on Streams of Percepts}, in Proceedings of the 31st International Florida Artificial Intelligence Research Society Conference {(FLAIRS-18)} , 2018. pp. 80--85.
Bibtex: BibTeX
@inproceedings{oezcep18towards,
	Author = {{\"O}zg\"ur L. \"Oz\c{c}ep and Ralf M\"oller},
        Title = {{Towards Foundations of Agents Reasoning on Streams of Percepts}},
	Booktitle = {Proceedings of the 31st International Florida Artificial Intelligence Research Society Conference {(FLAIRS-18)}},
	Year = {2018},
	Pages = {80--85},
        Date-Added = {2018-05-06 22:22:05 +0000},
	Date-Modified = {2018-05-26 23:15:56 +0000}
}
Tanya Braun, and Ralf Möller,
Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm, in Proceedings of KI 2018: Advances in Artificial Intelligence , Springer, Sep.2018. pp. 24--37.
DOI:https://doi.org/10.1007/978-3-030-00111-7_3
ISBN:978-3-030-00110-0
Datei: 1807.00743
Bibtex: BibTeX
@inproceedings{BraMo18d,
  author = {Tanya Braun and Ralf M\"oller}, 
  title = {{Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm}}, 
  booktitle = {Proceedings of {KI} 2018: Advances in Artificial Intelligence}, 
  year = {2018},
  pages = {24--37},
  publisher = {Springer},
  isbn = {978-3-030-00110-0},
  doi = {https://doi.org/10.1007/978-3-030-00111-7_3}
}
Marcel Gehrke, Tanya Braun, and Ralf Möller,
Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm, in Proceedings of the AI 2018: Advances in Artificial Intelligence , Springer, Dez.2018. pp. 556--562.
DOI:https://doi.org/10.1007/978-3-030-03991-2_51
ISBN:978-3-030-03991-2
Datei: 1807.00744
Bibtex: BibTeX
@inproceedings{GehBrMo18e,
  author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller}, 
  title = {{Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm}}, 
  booktitle = {Proceedings of the AI 2018: Advances in Artificial Intelligence}, 
  year = {2018},
  pages={556--562},
  publisher = {Springer},
  isbn={978-3-030-03991-2},
  doi={https://doi.org/10.1007/978-3-030-03991-2_51}
}
Marcel Gehrke, Tanya Braun, and Ralf Möller,
Answering Hindsight Queries with Lifted Dynamic Junction Trees, in 8th International Workshop on Statistical Relational AI at the 27th International Joint Conference on Artificial Intelligence , Jul.2018.
Datei: 1807.01586
Bibtex: BibTeX
@inproceedings{GehBrMo18b,
  author = {Marcel Gehrke and Tanya Braun and Ralf M\"oller}, 
  title = {{Answering Hindsight Queries with Lifted Dynamic Junction Trees}}, 
  booktitle = {8th International Workshop on Statistical Relational AI at the 27th International Joint Conference on Artificial Intelligence}, 
  year = {2018},
  url = {https://arxiv.org/abs/1807.01586}
}