@inproceedings{soylu16domain,
	Author = {Ahmet Soylu and Martin Giese and Rudolf Schlatte and Ernesto Jim{\'e}nez{-}Ruiz and {\"{O}}zg{\"{u}}r L. {\"{O}}z{\c{c}}ep and Sebastian Brandt},
        Title = {Domain Experts Surfing on Stream Sensor Data over Ontologies},
	Booktitle = {Proceedings of the 1st Workshop on Semantic Web Technologies for Mobile and Pervasive Environments co-located with the 13th Extended Semantic Web Conference {(ESWC} 2016), Heraklion, Greece, May 29},
	Editor = {Thanos G. Stavropoulos and Georgios Meditskos and Antonis Bikakis},
	Pages = {11--20},
	Publisher = {CEUR-WS.org},
	Series = {{CEUR} Workshop Proceedings},
	Volume = {1588},
	Year = {2016},
        Url = {http://ceur-ws.org/Vol-1588/paper4.pdf}
}

@inproceedings{LaKuMoe-KI16,
  author    = {Mona Lange and Felix Kuhr and Ralf M{\"o}ller},
  title     = {{Using a Deep Understanding of Network Activities for Workflow Mining}},
  booktitle = {{KI} 2016: Advances in Artificial Intelligence - 39th Annual German Conference on AI, Klagenfurt, Austria, September 26-30},
series    = {Lecture Notes in Computer Science},
  volume    = {9904},
  pages     = {177--184},
  year      = {2016},
  publisher = {Springer},
  url       = {http://dx.doi.org/10.1007/978-3-319-46073-4_17}
}

@ARTICLE{Werner2015,
  author = {Stefan Werner and Dennis Heinrich and Marc Stelzner and Volker Linnemann
	and Thilo Pionteck and Sven Groppe},
  title = {Accelerated join evaluation in Semantic Web databases by using FPGAs},
  journal = {Concurrency and Computation: Practice and Experience},
   year = {2015},
  volume =    {28},
  number =    {7},
  pages =     {2031--2051},
  month = {May 18},
  doi = {http://dx.doi.org/10.1002/cpe.3502}
}

@Article{OJDB_2016v3i1n02_Werner,
        author    = {Stefan Werner and Dennis Heinrich and Sven Groppe and Christopher Blochwitz and Thilo Pionteck},
        title     = {Runtime Adaptive Hybrid Query Engine based on FPGAs},
        journal   = {Open Journal of Databases (OJDB)},
        issn      = {2199-3459},
        year      = {2016},
        volume    = {3},
        number    = {1},
        pages     = {21--41},
        url       = {http://www.ronpub.com/publications/OJDB_2016v3i1n02_Werner.pdf},
        publisher = {RonPub},
        bibsource = {RonPub},
        abstract = {This paper presents the fully integrated hardware-accelerated query engine for large-scale datasets in the context of Semantic Web databases. As queries are typically unknown at design time, a static approach is not feasible and not flexible to cover a wide range of queries at system runtime. Therefore, we introduce a runtime reconfigurable accelerator based on a Field Programmable Gate Array (FPGA), which transparently incorporates with the freely available Semantic Web database LUPOSDATE. At system runtime, the proposed approach dynamically generates an optimized hardware accelerator in terms of an FPGA configuration for each individual query and transparently retrieves the query result to be displayed to the user. During hardware-accelerated execution the host supplies triple data to the FPGA and retrieves the results from the FPGA via PCIe interface. The benefits and limitations are evaluated on large-scale synthetic datasets with up to 260 million triples as well as the widely known Billion Triples Challenge.}
    }

@inproceedings{BrMoe16a,
  author = {Tanya Braun and Ralf M\"oller}, 
  title = {Lifted Junction Tree Algorithm}, 
  booktitle = {{KI} 2016: Advances in Artificial Intelligence},
  publisher = {Springer}, 
  year = {2016},
  pages = {30--42},
  doi = {http://dx.doi.org/10.1007/978-3-319-46073-4}
}

@techreport{BrMoe2016,
    Author = {Tanya Braun and Ralf M\"oller},
    Title = {{Lifted Junction Tree Algorithm}},
    Year = {2016},
    Institution = {IFIS, Universit{\"a}t zu L{\"u}beck},
    Note = {Long version of the KI 2016 conference paper}
}

@article{LaKuMoe16,
author = {Mona Lange, Felix Kuhr and Ralf Moeller},
title = {Using a Deeper Understanding of Network Activities for Security Event Management},
journal = {International Journal of Network Security & Its Applications (IJNSA)},
year = {2016}
}

@inproceedings{oezcep16towardsISWC16,
  Author = {Evgeny Kharlamov and Yannis Kotidis and Theofilos Mailis and Christian Neuenstadt and Charalampos Nikolaou and {\"{O}}zg{\"{u}}r L. {\"{O}}z{\c{c}}ep and Christoforos Svingos and Dmitriy Zheleznyakov and Sebastian Brandt and Ian Horrocks and Yannis E. Ioannidis and Steffen Lamparter and Ralf M{\"{o}}ller},
  Title = {{Towards Analytics Aware Ontology Based Access to Static and Streaming Data}},
  Booktitle = {The Semantic Web - {ISWC} 2016 - 15th International Semantic Web Conference, Kobe, Japan, October 17-21, 2016, Proceedings, Part {II}},
	Editor = {Paul T. Groth and Elena Simperl and Alasdair J. G. Gray and Marta Sabou and Markus Kr{\"{o}}tzsch and Freddy L{\'e}cu{\'e} and Fabian Fl{\"{o}}ck and Yolanda Gil},
  Pages = {344--362},
  Series = {Lecture Notes in Computer Science},
  Volume = {9982},
  Year = {2016},
  doi = {http://dx.doi.org/10.1007/978-3-319-46547-0_31}
}

@inproceedings{LangeKM16,
  author    = {Mona Lange and Felix Kuhr and Ralf M{\"{o}}ller},
  title     = {{Using a Deep Understanding of Network Activities for Network Vulnerability Assessment}},
  booktitle = {{ECAI} 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands - Including Prestigious Applications of Artificial Intelligence {(PAIS} 2016)},
  pages     = {1583--1585},
  year      = {2016},
editor    = {Gal A. Kaminka and
               Maria Fox and
               Paolo Bouquet and
               Eyke H{\"{u}}llermeier and
               Virginia Dignum and
               Frank Dignum and
               Frank van Harmelen},
  series    = {Frontiers in Artificial Intelligence and Applications},
  volume    = {285},
  publisher = {{IOS} Press},
  isbn      = {978-1-61499-671-2},
  url       = {http://dx.doi.org/10.3233/978-1-61499-672-9-1583}
}

@inproceedings{oezcep16enabling,
	Author = {Evgeny Kharlamov and Sebastian Brandt and Martin Giese and Ernesto Jim{\'e}nez{-}Ruiz and Yannis Kotidis and Steffen Lamparter and Theofilos Mailis and Christian Neuenstadt and {\"{O}}zg{\"{u}}r L. {\"{O}}z{\c{c}}ep and Christoph Pinkel and Ahmet Soylu and Christoforos Svingos and Dmitriy Zheleznyakov and Ian Horrocks and Yannis E. Ioannidis and Ralf M{\"{o}}ller and Arild Waaler},
        Title = {{Enabling semantic access to static and streaming distributed data with optique: demo}},	
        Booktitle = {Proceedings of the 10th {ACM} International Conference on Distributed and Event-based Systems, {DEBS} '16, Irvine, CA, USA, June 20 - 24},
	Editor = {Avigdor Gal and Matthias Weidlich and Vana Kalogeraki and Nalini Venkasubramanian},
	Pages = {350--353},
	Year = {2016},
	Publisher = {ACM},
	Url = {http://doi.acm.org/10.1145/2933267.2933290}
}

@inproceedings{drmrs-panoptesec-nordsec,
author={Gustavo Gonzalez Granadillo and Ender Alvarez and Alexander Motzek and Matteo Merialdo and Joaquin Garcia-Alfaro and Hervé Debar},
title={{Towards an Automated and Dynamic Risk Management Response System}},
booktitle={NordSec 2016: 21st Nordic Conference on Secure IT Systems, Oulu, Finland, November 2 - 4},
series = {LNCS},
volume ={10014}, 
pages={37-53},
year={2016}
publisher={Springer},
doi={https://doi.org/10.1007/978-3-319-47560-8_3},
isbn={978-3-319-47559-2}
}

@inproceedings{selection-financial-operational-impact,
  author={Gustavo Gonzalez Granadillo and Alexander Motzek and Joaquin Garcia-Alfaro and Hervé Debar},
  title={{Selection of Mitigation Actions Based on Financial and Operational Impact Assessments}},
  booktitle={ARES 2016: 11th International Conference on Availability, Reliability and Security, Salzburg, Austria, August 31 - September 2},
  year={2016}
 pages={137--146},
doi={10.1109/ARES.2016.3}
}

@Article{Martiny2016,
author={Karsten Martiny and Ralf M{\"o}ller},
title={{Reasoning about Imprecise Beliefs in Multi-Agent Systems with PDT Logic}},
journal={KI - K{\"u}nstliche Intelligenz},
year={2016},
pages={1--9},
abstract={We present Probabilistic Doxastic Temporal (PDT) Logic, a formalism to represent and reason about probabilistic beliefs and their finite temporal evolution in multi-agent systems. This formalism enables the quantification of agents' beliefs through probability intervals and incorporates an explicit notion of time. In this work, we give an overview of recent contributions on PDT Logic. After describing the syntax and semantics of this formalism, we show that two alternative representation forms are available to model problems in PDT Logic. Furthermore, we outline how abductive reasoning can be performed in PDT Logic and how this formalism can be extended to infinite time frames.},
issn={1610-1987},
doi={http://link.springer.com/article/10.1007/s13218-016-0455-7}
}

@inproceedings{motzek-mim-defense-ist,
  author={Alexander Motzek and Ralf M{\"o}ller},
  title={{Probabilistic Mission Defense and Assurance}},
  booktitle={{NATO IST-148 Symposium on Cyber Defence Situation Awareness, NATO IST-148, Sofia, Bulgaria, October 3-4}},
  year={2016}
}

@article{MaMoeJAIR16,
  author    = {Karsten Martiny and Ralf M{\"{o}}ller},
  title     = {{PDT} Logic: {A} Probabilistic Doxastic Temporal Logic for Reasoning about Beliefs in Multi-agent Systems},
  journal   = {J. Artif. Intell. Res. {(JAIR)}},
  volume    = {57},
  pages     = {39--112},
  year      = {2016},
  url       = {http://dx.doi.org/10.1613/jair.5182},
  publisher={AAAI Press}
}

@inproceedings{kharlamov16ontologySigmod2016,
	Author = {Evgeny Kharlamov and Sebastian Brandt and Ernesto Jim{\'e}nez{-}Ruiz and Yannis Kotidis and Steffen Lamparter and Theofilos Mailis and Christian Neuenstadt and {\"{O}}zg{\"{u}}r L. {\"{O}}z{\c{c}}ep and Christoph Pinkel and Christoforos Svingos and Dmitriy Zheleznyakov and Ian Horrocks and Yannis E. Ioannidis and Ralf M{\"{o}}ller},
        Title = {{Ontology-Based Integration of Streaming and Static Relational Data with Optique}},
	Booktitle = {Proceedings of the 2016 International Conference on Management of Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 - July 01},
	Editor = {Fatma {\"{O}}zcan and Georgia Koutrika and Sam Madden},
	Pages = {2109--2112},
        Year = {2016},
	Publisher = {{ACM}},
	Url = {http://doi.acm.org/10.1145/2882903.2899385}
}

@inproceedings{oezcep16minimality,
Author = {{\"{O}}zg{\"{u}r} L. {\"{O}}z{\c{c}}ep},
Title = {{Minimality Postulates for Ontology Revision}},
Booktitle = {Principles of Knowledge Representation and Reasoning: Proceedings of the Fifteenth International Conference, {KR} 2016, Cape Town, South Africa, April 25-29},
Editor = {Chitta Baral and James P. Delgrande and Frank Wolter},
Pages = {589--592},
Year = {2016},
Publisher = {{AAAI} Press},
Url = {http://www.aaai.org/ocs/index.php/KR/KR16/paper/view/12832}
}

@inproceedings{oezcep16NMR,
Author = {{\"{O}}zg{\"{u}r} L. {\"{O}}z{\c{c}}ep},
Title = {{Iterated Ontology Revision by Reinterpretation}},
Booktitle = {Proceedings of the 16th International Workshop on Non-Monotonic Reasoning {(NMR-2016)}},
Editor = {Gabriele Kern-Isberner and Renata Wassermann},
Pages = {105--114},
Year = {2016},
URL = http://nmr2016.cs.uct.ac.za/proceedings_nmr2016_online.pdf},
Keywords = {belief revision, ontology change}
}

@article{MoellerOHNW16,
  author    = {Ralf M\"{o}ller and Özgür L. Özcep and Volker Haarslev and Anahita Nafissi and Michael Wessel},
  title     = {{Abductive Conjunctive Query Answering w.r.t. Ontologies}},
  journal   = {{KI - Künstliche Intelligenz}},
  volume    = {30},
  number    = {2},
  pages     = {177--182},
  year      = {2016},
  doi       = {http://dx.doi.org/10.1007/s13218-015-0399-3}
}

@article{MoMo16,
author={Alexander Motzek and Ralf M{\"o}ller},
title={{Context- and Bias-Free Probabilistic Mission Impact Assessment}},
journal={Computers & Security, DOI j.cose.2016.11.005},
year={2016},
volume={65},
pages={166--186},
note={ISSN 0167-4048},
doi={http://dx.doi.org/10.1016/j.cose.2016.11.005}
}

@inproceedings{cbi-mgm-bpmn,
  author={Alexander Motzek and Christina Geick and Ralf Möller},
  title={{Semantic Normalization and Merging of Business Dependency Models}},
  booktitle={CBI 2016: 18th IEEE Conference on Business Informatics, Paris, France, August 29 - September 1},
  year={2016},
  pages={7--15},
  publisher={IEEE},
  doi={10.1109/CBI.2016.10}
}