2020

Mena Leemhuis, Özgür L. Özçep, and Diedrich Wolter,
Orthologics for Cones, arXiv e-prints , pp. arXiv:2008.03172, 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}
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.
File: 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}
}
Sven Groppe, Le Gruenwald, and Valentina Presutti,
Proceedings of the International Workshop on Semantic Big Data (SBD) in conjunction with SIGMOD, Portland, Oregon, USA., .... ACM, 2020.
DOI:10.1145/3391274
ISBN:978-1-4503-7974-8
File: 3391274
Sven Groppe, and Lina Hartung,
ReViz: A Tool for Automatically Generating Citation Graphs and Variants, in International Conference on Asian Digital Libraries (ICADL): Digital Libraries at Times of Massive Societal Transition , 2020. pp. 107--121.
File: 978-3-030-64452-9_10
Dennis Heinrich, Stefan Werner, Christopher Blochwitz, Thilo Pionteck, and Sven Groppe,
Hardware-aided update acceleration in a hybrid Semantic Web database system, The Journal of Supercomputing , vol. 76, no. 10, pp. 7961--7984, 2020.
File: s11227-018-2462-y
Bibtex: BibTeX
@article{heinrich20hardware,
  author    = {Dennis Heinrich and Stefan Werner and Christopher Blochwitz and Thilo Pionteck and Sven Groppe},
  title     = {Hardware-aided update acceleration in a hybrid Semantic Web database system},
  journal   = {The Journal of Supercomputing},
  volume    = {76},
  number    = {10},
  pages     = {7961--7984},
  year      = {2020},
  url       = {https://doi.org/10.1007/s11227-018-2462-y}
}
[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}
}
Diedrich Wolter, and Özgür Lütfü Özçep,
Wissen über Raum und Zeit, in Handbuch der K{\"u}nstlichen Intelligenz , De Gruyter, 2020.
Bibtex: BibTeX
@incollection{wolter20kihandbuch,
	Author = {Diedrich Wolter and Özgür Lütfü Özçep,
	Booktitle = {Handbuch der Künstlichen Intelligenz},
	Keywords = {invitedContribution},
	Publisher = {De Gruyter},
	Title = {Wissen über Raum und Zeit},
	Year = {2020}}
Mattis Hartwig, and Ralf Möller,
How to Encode Dynamic Gaussian Bayesian Networks as Gaussian Processes?, in {AI} 2020: Advances in Artificial Intelligence - 33rd Australasian Joint Conference, {AI} 2020 , 2020.
Bibtex: BibTeX
@inproceedings{HaMo20b,
  author={Mattis Hartwig and Ralf Möller},
  title={How to Encode Dynamic Gaussian Bayesian Networks as Gaussian Processes?},
  booktitle = {{AI} 2020: Advances in Artificial Intelligence - 33rd Australasian Joint Conference, {AI} 2020}},
  address = { Canberra, ACT, Australia, November 29-30, 2020},
  series    = {Lecture Notes in Computer Science (LNCS)},
  volume    = {12576},
  pages     = {371--382},
  publisher = {Springer},
  doi = {https://doi.org/10.1007/978-3-030-64984-5_29}
}
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}
}
Tim Bittner, and Sven Groppe,
Hardware Accelerating the Optimization of Transaction Schedules via Quantum Annealing by Avoiding Blocking, Open Journal of Cloud Computing (OJCC) , vol. 7, no. 1, pp. 1--21, 2020.
File: urn:nbn:de:101:1-2020112218332015343957
Bibtex: BibTeX
@Article{OJCC_2020v7i1n01_Bittner,
        title     = {Hardware Accelerating the Optimization of Transaction Schedules via Quantum Annealing by Avoiding Blocking},
        author    = {Tim Bittner and
                     Sven Groppe},
        journal   = {Open Journal of Cloud Computing (OJCC)},
        issn      = {2199-1987},
        year      = {2020},
        volume    = {7},
        number    = {1},
        pages     = {1--21},
        url       = {http://nbn-resolving.de/urn:nbn:de:101:1-2020112218332015343957}
    }
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}
}
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}
}
Peter Poensgen,
{Branch-and-Bound Ranked Search by Minimizing Parabolic Polynomials}, Open J. Databases , vol. 7, no. 1, pp. 12--20, 2020.
File: OJDB_2020v7i1n02_Poensgen.html
Bibtex: BibTeX
@article{PoensgenM20a,
  author    = {Peter Poensgen and Ralf M{\"{o}}ller},
  title     = {{Branch-and-Bound Ranked Search by Minimizing Parabolic Polynomials}},
  journal   = {Open J. Databases},
  volume    = {7},
  number    = {1},
  pages     = {12--20},
  year      = {2020},
  url       = {https://www.ronpub.com/ojdb/OJDB_2020v7i1n02_Poensgen.html}
}
[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
File:
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}
}
G"unther G"orz, Tanya Braun, and Ute Schmid (Eds.),
{Handbuch der K"unstlichen Intelligenz, 6. Auflage}., .... De Gruyter, 2020.
File: 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}
}
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"
}
Ralf Möller Marisa Mohr,
{On the Behaviour of Permutation Entropy on Fractional Brownian Motion in a Multivariate Setting}, in Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2020 (APSIPA-ASC) , IEEE, 2020. pp. 189--196.
DOI:https://ieeexplore.ieee.org/document/9306466
Bibtex: BibTeX
@inproceedings{MohFiMo,
	author = {Marisa Mohr, Nils Finke, Ralf M{\"o}ller},
        title = {{On the Behaviour of Permutation Entropy on Fractional Brownian Motion in a Multivariate Setting}},
	booktitle = {Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2020 (APSIPA-ASC)},
	year = {2020},
        pages = {189--196},
        publisher = {IEEE},
        doi = {https://ieeexplore.ieee.org/document/9306466}
}
Marisa Mohr, Florian Wilhelm, and Ralf Möller,
"{On the Behaviour of Weighted Permutation Entropy on Fractional Brownian Motion - Extended}" 2020.
Bibtex: BibTeX
@techreport{MohWilMo20,
    Author = {Marisa Mohr and Florian Wilhelm and  Ralf M\"oller},
    Title = {{On the Behaviour of Weighted Permutation Entropy on Fractional Brownian Motion - Extended}},
    Year = {2020},
    Institution = {IFIS, Universit{\"a}t zu L{\"u}beck},
    Note = {Technical Report}
}
Peter Poensgen, and Ralf Möller,
{Quasi-Convex Scoring Functions in Branch-and-Bound Ranked Search}, Open Journal of Databases (OJDB) , vol. 7, no. 1, pp. 1--11, 2020. RonPub.
File: OJDB_2020v7i1n01_Poensgen.html
Bibtex: BibTeX
@Article{OJDB_2020v7i1n01_Poensgen,
       author    = {Peter Poensgen and Ralf M{\"o}ller},
        title     = {{Quasi-Convex Scoring Functions in Branch-and-Bound Ranked Search}},
        journal   = {Open Journal of Databases (OJDB)},
        issn      = {2199-3459},
        year      = {2020},
        volume    = {7},
        number    = {1},
        pages     = {1--11},
        url       = {https://www.ronpub.com/ojdb/OJDB_2020v7i1n01_Poensgen.html},
        publisher = {RonPub},
        abstract = {For answering top-k queries in which attributes are aggregated to a scalar value for defining a ranking, usually the well-known branch-and-bound principle can be used for efficient query answering. Standard algorithms (e.g., Branch-and-Bound Ranked Search, BRS for short) require scoring functions to be monotone, such that a top-k ranking can be computed in sublinear time in the average case. If monotonicity cannot be guaranteed, efficient query answering algorithms are not known. To make branch-and-bound effective with descending or ascending rankings (maximum top-k or minimum top-k queries, respectively), BRS must be able to identify bounds for exploring search partitions, and only for monotonic ranking functions this is trivial. In this paper, we investigate the class of quasi-convex functions used for scoring objects, and we examine how bounds for exploring data partitions can correctly and efficiently be computed for quasi-convex functions in BRS for maximum top-k queries. Given that quasi-convex scoring functions can usefully be employed for ranking objects in a variety of applications, the mathematical findings presented in this paper are indeed significant for practical top-k query answering.}
    }
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"
}
Mattis Hartwig,
"{Efficient Query Answering in Nonparametric Probabilistic Graphical Models}" Bamberg, 2020.
Bibtex: BibTeX
@techreport{Har20,
    Author = {Mattis Hartwig},
    Title = {{Efficient Query Answering in Nonparametric
Probabilistic Graphical Models}},
    Year = {2020},
    date = {21.-25.09.2020},
    address = {Bamberg},
    Institution = {German Conference on Artificial Intelligence (K{\"u}nstliche Intelligenz)},
    Note = {43rd German Conference on Artificial Intelligence, Doctoral Consortium}
}
Simon Schiff, Felix Kuhr, Sylvia Melzer, and Ralf Möller,
AI-based Companion Services for Humanities, 2020.
Bibtex: BibTeX
@misc{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},
    type = {extended abstract},
    pubstate = {unpublished},
    location = {Bamberg}
}
Felix Kuhr, Magnus Bender, Tanya Braun, and Ralf Möller,
Augmenting and Automating Corpus Enrichment, Int. J. Semantic Computing , vol. 14, no. 2, pp. 173--197, 2020.
DOI:10.1142/S1793351X20400061
File: Dateilink
Bibtex: BibTeX
@article{KuhBeBrMo20c,
author={Felix Kuhr and Magnus Bender and Tanya Braun and Ralf M\"oller},
title={Augmenting and Automating Corpus Enrichment},
journal={Int. J. Semantic Computing},
volume={14},
number={2},
pages= {173--197},
year={2020},
doi = {https://dx.doi.org/10.1142/S1793351X20400061}
}
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
File: 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)}
}
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.
File: 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}
}