1. Christian Eichhorn, Matthias Fey and Gabriele Kern-Isberner.
    CP- and OCF-networks – a comparison.
    Fuzzy Sets and Systems 298():109 - 127, 2016.
    Abstract Abstract Network approaches are used to structure, partition and display formalisms in the area of knowledge representation as well as decision making. Known approaches are, for instance, OCF-networks, Bayesian style networks where every variable is annotated with a conditional ranking table, and CP-networks, directed acyclic networks with local preferences annotated at each vertex. The structures of these networks are similar, but their semantics seem to be quite different. In this paper we discuss if OCF-networks can be used to model the information of CP-networks and vice versa. To answer this question we investigate which restrictions and conditions have to be presupposed to either of the approaches such that one structure can be used to generate the other.
    URL, DOI BibTeX

    @article{Eichhorn2016109,
    	title = "CP- and OCF-networks – a comparison",
    	journal = "Fuzzy Sets and Systems",
    	volume = 298,
    	number = "",
    	pages = "109 - 127",
    	year = 2016,
    	note = "Special Issue on Graded Logical Approaches and Their Applications",
    	issn = "0165-0114",
    	doi = "http://dx.doi.org/10.1016/j.fss.2016.04.006",
    	url = "http://www.sciencedirect.com/science/article/pii/S0165011416300999",
    	author = "Christian Eichhorn and Matthias Fey and Gabriele Kern-Isberner",
    	keywords = "Preferential models",
    	abstract = "Abstract Network approaches are used to structure, partition and display formalisms in the area of knowledge representation as well as decision making. Known approaches are, for instance, OCF-networks, Bayesian style networks where every variable is annotated with a conditional ranking table, and CP-networks, directed acyclic networks with local preferences annotated at each vertex. The structures of these networks are similar, but their semantics seem to be quite different. In this paper we discuss if OCF-networks can be used to model the information of CP-networks and vice versa. To answer this question we investigate which restrictions and conditions have to be presupposed to either of the approaches such that one structure can be used to generate the other."
    }
    

  1. Pablo Muñoz, Nils Vortmeier and Thomas Zeume.
    Dynamic Graph Queries.
    In 19th International Conference on Database Theory, ICDT 2016, Bordeaux, France, March 15-18, 2016. 2016, 14:1–14:18.
    URL, DOI BibTeX

    @inproceedings{DBLP:conf/icdt/MunozVZ16,
    	author = "Pablo Mu{\~{n}}oz and Nils Vortmeier and Thomas Zeume",
    	bibsource = "dblp computer science bibliography, http://dblp.org",
    	biburl = "http://dblp.uni-trier.de/rec/bib/conf/icdt/MunozVZ16",
    	booktitle = "19th International Conference on Database Theory, {ICDT} 2016, Bordeaux, France, March 15-18, 2016",
    	crossref = "DBLP:conf/icdt/2016",
    	doi = "10.4230/LIPIcs.ICDT.2016.14",
    	pages = "14:1--14:18",
    	timestamp = "Wed, 23 Mar 2016 10:12:09 +0100",
    	title = "Dynamic Graph Queries",
    	url = "http://dx.doi.org/10.4230/LIPIcs.ICDT.2016.14",
    	year = 2016,
    	bdsk-url-1 = "http://dx.doi.org/10.4230/LIPIcs.ICDT.2016.14"
    }
    

  1. Marco Wilhelm, Gabriele Kern-Isberner and Andreas Ecke.
    Propositional Probabilistic Reasoning at Maximum Entropy Modulo Theories.
    In Proceedings of the 29th International Florida Artificial Intelligence Research Society Conference (FLAIRS). 2016.
    BibTeX

    @inproceedings{KernIsberner_Wilhelm_Beierle_2016,
    	author = "Marco Wilhelm and Gabriele Kern{-}Isberner and Andreas Ecke",
    	title = "Propositional Probabilistic Reasoning at Maximum Entropy Modulo Theories",
    	booktitle = "Proceedings of the 29th International Florida Artificial Intelligence Research Society Conference (FLAIRS)",
    	year = 2016
    }
    

2015

  1. Christoph Beierle, Marc Finthammer and Gabriele Kern-Isberner.
    Relational Probabilistic Conditionals and Their Instantiations under Maximum Entropy Semantics for First-Order Knowledge Bases.
    Entropy 17(2):852–865, 2015.
    URL, DOI BibTeX

    @article{Beierle2015a,
    	title = "Relational Probabilistic Conditionals and Their Instantiations under Maximum Entropy Semantics for First-Order Knowledge Bases",
    	author = "Christoph Beierle and Marc Finthammer and Gabriele Kern{-}Isberner",
    	journal = "Entropy",
    	year = 2015,
    	number = 2,
    	pages = "852--865",
    	volume = 17,
    	doi = "10.3390/e17020852",
    	url = "http://dx.doi.org/10.3390/e17020852"
    }
    

  1. Daan Apeldoorn.
    Learning Rules for Cooperative Solving of Spatio-Temporal Problems.
    In C Beierle, G Kern-Isberner, M Ragni and F Stolzenburg (eds.). Proceedings of the 5th Workshop on Dynamics of Knowledge and Belief (DKB-2015) and the 4th Workshop KI & Kognition (KIK-2015) co-located with the 38th German Conference on Artificial Intelligence (KI-2015), Dresden, Germany, September 22, 2015 1444. 2015, 5–15.
    URL BibTeX

    @inproceedings{Apeldoorn2015a,
    	author = "Apeldoorn, Daan",
    	title = "Learning Rules for Cooperative Solving of Spatio-Temporal Problems",
    	booktitle = "Proceedings of the 5th Workshop on Dynamics of Knowledge and Belief (DKB-2015) and the 4th Workshop KI \& Kognition (KIK-2015) co-located with the 38th German Conference on Artificial Intelligence (KI-2015), Dresden, Germany, September 22, 2015",
    	pages = "5--15",
    	year = 2015,
    	editor = "Beierle, C. and Kern-Isberner, G. and Ragni, M. and Stolzenburg, F.",
    	volume = 1444,
    	series = "CEUR Workshop Proceedings",
    	address = "Aachen",
    	publisher = "CEUR-WS.org",
    	url = "http://ceur-ws.org/Vol-1444/paper1.pdf"
    }
    

  1. Daan Apeldoorn.
    A Spatio-Temporal Multiagent Simulation Framework for Reusing Agents in Different Kinds of Scenarios.
    In Jörg P Müller, Wolf Ketter, Gal Kaminka, Gerd Wagner and Nils Bulling (eds.). Multiagent System Technologies 9433. 2015, 79–97.
    URL BibTeX

    @inproceedings{Apeldoorn2015b,
    	author = "Apeldoorn, Daan",
    	title = "A Spatio-Temporal Multiagent Simulation Framework for Reusing Agents in Different Kinds of Scenarios",
    	booktitle = "Multiagent System Technologies",
    	pages = "79--97",
    	year = 2015,
    	editor = {M\"uller, J\"org P. and Ketter, Wolf and Kaminka, Gal and Wagner, Gerd and Bulling, Nils},
    	volume = 9433,
    	series = "LNAI",
    	address = "Switzerland",
    	publisher = "Springer International Publishing",
    	url = "http://link.springer.com/content/pdf/10.1007%2F978-3-319-27343-3_5.pdf"
    }
    

  1. Héctor Allende-Cid, Héctor Allende, Raúl Monge and Claudio Moraga.
    Discrete Neighborhood Representations and Modified Stacked Generalization Methods for Distributed Regression.
    J. UCS 21(6):842–855, 2015.
    URL BibTeX

    @article{DBLP:journals/jucs/Allende-CidAMM15,
    	author = "H{\'{e}}ctor Allende{-}Cid and H{\'{e}}ctor Allende and Ra{\'{u}}l Monge and Claudio Moraga",
    	title = "Discrete Neighborhood Representations and Modified Stacked Generalization Methods for Distributed Regression",
    	journal = "J. {UCS}",
    	volume = 21,
    	number = 6,
    	pages = "842--855",
    	year = 2015,
    	url = "http://www.jucs.org/jucs_21_6/discrete_neighborhood_representations_and",
    	timestamp = "Fri, 14 Aug 2015 10:26:39 +0200",
    	biburl = "http://dblp2.uni-trier.de/rec/bib/journals/jucs/Allende-CidAMM15",
    	bibsource = "dblp computer science bibliography, http://dblp.org"
    }
    

  1. Christian Eichhorn and Gabriele Kern-Isberner.
    Using inductive reasoning for completing OCF-networks.
    Journal of Applied Logic 13(4, Part 2):605–627, 2015.
    DOI BibTeX

    @article{EichhornLKernIsberner2015,
    	title = "Using inductive reasoning for completing {OCF}-networks",
    	author = "Eichhorn, Christian AND Kern-Isberner, Gabriele",
    	year = 2015,
    	pages = "605--627",
    	journal = "Journal of Applied Logic",
    	volume = 13,
    	number = "4, Part 2",
    	issn = "1570-8683",
    	note = "Special {JAL} Issue dedicated to Uncertain Reasoning at {FLAIRS}",
    	editor = "Beierle, Christoph AND Butz, Cory AND Kaci, Souhila",
    	publisher = "Elsevier Science Publishers",
    	address = "Essex, UK",
    	doi = "http://dx.doi.org/10.1016/j.jal.2015.03.006"
    }
    

  1. Gabriele Kern-Isberner, Marco Wilhelm and Christoph Beierle.
    Probabilistic knowledge representation using the principle of maximum entropy and Gröbner basis theory.
    Annals of Mathematics and Artificial Intelligence (AMAI), 2015.
    BibTeX

    @article{KernIsberner_Wilhelm_Beierle_2015,
    	author = "Gabriele Kern{-}Isberner and Marco Wilhelm and Christoph Beierle",
    	title = {Probabilistic knowledge representation using the principle of maximum entropy and {G}r\"{o}bner basis theory},
    	journal = "Annals of Mathematics and Artificial Intelligence (AMAI)",
    	year = 2015
    }
    

  1. Christian Eichhorn and Gabriele Kern-Isberner.
    Qualitative and Semi-Quantitative Inductive Reasoning with Conditionals.
    KI - Künstliche Intelligenz 29(3):279-289, 2015.
    URL, DOI BibTeX

    @article{,
    	year = 2015,
    	issn = "0933-1875",
    	journal = {KI - K{\"u}nstliche Intelligenz},
    	volume = 29,
    	number = 3,
    	doi = "10.1007/s13218-015-0376-x",
    	title = "Qualitative and Semi-Quantitative Inductive Reasoning with Conditionals",
    	url = "http://dx.doi.org/10.1007/s13218-015-0376-x",
    	publisher = "Springer Berlin Heidelberg",
    	keywords = "Conditionals; Nonmonotonic reasoning; Induction; System P; Networks; Ordinal conditional function; Conditional structures",
    	author = "Eichhorn, Christian and Kern-Isberner, Gabriele",
    	pages = "279-289",
    	language = "English"
    }
    

2014

  1. Patrick Krümpelmann, Tim Janus and Gabriele Kern-Isberner.
    Angerona - A flexible Multiagent Framework for Knowledge-based Agents.
    In Nils Bulling (ed.). Proceedings of the 12th European Conference on Multi-Agent Systems to appear. 2014.
    BibTeX

    @inproceedings{krumpelmann2014eumas,
    	author = {Kr\"umpelmann, Patrick and Janus, Tim and Kern-Isberner, Gabriele},
    	booktitle = "Proceedings of the 12th European Conference on Multi-Agent Systems",
    	date-added = "2014-11-18 12:00:31 +0000",
    	date-modified = "2014-11-18 12:00:31 +0000",
    	editor = "Bulling, Nils",
    	keywords = "own, angerona, multiagent framework",
    	publisher = "Springer",
    	series = "Lecture Notes in Artificial Intelligence",
    	title = "Angerona - A flexible Multiagent Framework for Knowledge-based Agents",
    	volume = "to appear",
    	year = 2014
    }
    

  1. Gabriele Kern-Isberner, Marco Wilhelm and Christoph Beierle.
    A Novel Methodology for Processing Probabilistic Knowledge Bases Under Maximum Entropy.
    In Proceedings of the 27th International Florida Artificial Intelligence Research Society Conference (FLAIRS). 2014.
    BibTeX

    @inproceedings{KernIsberner_Wilhelm_Beierle_2014b,
    	author = "Gabriele Kern{-}Isberner and Marco Wilhelm and Christoph Beierle",
    	title = "A Novel Methodology for Processing Probabilistic Knowledge Bases Under Maximum Entropy",
    	booktitle = "Proceedings of the 27th International Florida Artificial Intelligence Research Society Conference (FLAIRS)",
    	year = 2014
    }
    

  1. Christian Eichhorn and Gabriele Kern-Isberner.
    LEG Networks for Ranking Functions.
    In Eduardo Fermé and João Leite (eds.). Logics in Artificial Intelligence. Lecture Notes in Computer Science series, volume 8761, Springer International Publishing, 2014, pages 210-223.
    URL, DOI BibTeX

    @incollection{EichhornKernIsberner2014b,
    	author = "Christian Eichhorn and Gabriele Kern-Isberner",
    	title = "LEG Networks for Ranking Functions",
    	editor = "Fermé, Eduardo and Leite, João",
    	series = "Lecture Notes in Computer Science",
    	volume = 8761,
    	booktitle = "Logics in Artificial Intelligence",
    	isbn = "978-3-319-11557-3",
    	doi = "10.1007/978-3-319-11558-0_15",
    	url = "http://dx.doi.org/10.1007/978-3-319-11558-0_15",
    	publisher = "Springer International Publishing",
    	pages = "210-223",
    	year = 2014
    }
    

  1. Joachim Biskup, Gabriele Kern-Isberner, Patrick Krümpelmann and Cornelia Tadros.
    Reasoning on Secrecy Constraints under Uncertainty to Classify Possible Actions.
    In Christoph Beierle and Carlo Meghini (eds.). 8th Proceedings of the 8th International Symposium on Foundations of Information and Knowledge Systems (FoIKS2014) to appear. 2014.
    BibTeX

    @inproceedings{biskup2014foiks,
    	author = {Biskup, Joachim and Kern-Isberner, Gabriele and Kr\"umpelmann, Patrick and Tadros, Cornelia},
    	booktitle = "8th Proceedings of the 8th International Symposium on Foundations of Information and Knowledge Systems (FoIKS2014)",
    	date-added = "2014-11-18 12:01:00 +0000",
    	date-modified = "2014-11-18 12:01:00 +0000",
    	editor = "Christoph Beierle and Carlo Meghini",
    	keywords = "own",
    	publisher = "Springer",
    	series = "LNCS",
    	title = "Reasoning on Secrecy Constraints under Uncertainty to Classify Possible Actions",
    	volume = "to appear",
    	year = 2014,
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    }
    

  1. Christoph Beierle, Rita Hermsen and Gabriele Kern-Isberner.
    Observations on the Minimality of Ranking Functions for Qualitative Conditional Knowledge Bases and Their Computation.
    In Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, FLAIRS 2014, Pensacola Beach, Florida, May 21-23, 2014.. 2014.
    URL BibTeX

    @inproceedings{Beierle2014,
    	title = "Observations on the Minimality of Ranking Functions for Qualitative Conditional Knowledge Bases and Their Computation",
    	author = "Christoph Beierle and Rita Hermsen and Gabriele Kern{-}Isberner",
    	booktitle = "Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, {FLAIRS} 2014, Pensacola Beach, Florida, May 21-23, 2014.",
    	year = 2014,
    	url = "http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS14/paper/view/7831"
    }
    

  1. Gabriele Kern-Isberner, Marco Wilhelm and Christoph Beierle.
    Probabilistic Knowledge Representation Using Gröbner Basis Theory.
    In Proceedings of the 13th International Symposium on Artificial Intelligence and Mathematics (ISAIM). 2014.
    BibTeX

    @inproceedings{KernIsberner_Wilhelm_Beierle_2014,
    	author = "Gabriele Kern{-}Isberner and Marco Wilhelm and Christoph Beierle",
    	title = {Probabilistic Knowledge Representation Using {G}r\"{o}bner Basis Theory},
    	booktitle = "Proceedings of the 13th International Symposium on Artificial Intelligence and Mathematics (ISAIM)",
    	year = 2014
    }
    

2013

  1. Patrick Krümpelmann, Tim Janus and Gabriele Kern-Isberner.
    Angerona - A Multiagent Framework for Logic Based Agents.
    Technische Universität Dortmund, Department of Computer Science, 2014.
    BibTeX

    @techreport{kruempelmann2013,
    	author = {Kr\"umpelmann, Patrick and Janus, Tim and Kern-Isberner, Gabriele},
    	date-added = "2014-11-18 12:01:52 +0000",
    	date-modified = "2014-11-18 12:01:52 +0000",
    	institution = {Technische Universit{\"a}t Dortmund, Department of Computer Science},
    	title = "Angerona - A Multiagent Framework for Logic Based Agents",
    	year = 2014
    }