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Research Team I2S

Intelligent Information Systems

Selected publications of I2S team members

2017

  • Da Silva, J.; Oliveira, G.; Lodi, S.; Klusch, M. (2017): Clustering Distributed Short Time Series with Dense Patterns. Proc. 16th IEEE International Conference on Machine Learning and Applications (ICMLA), IEEE.
  • Mathieu, C.; Klusch, M.; Glimm, B. (2017): QSMat: Query-Based Materialization for Efficient RDF Stream Processing. Proc. 8th International Conference on Knowledge Engineering and Semantic Web (KESW), CCIS 786, Springer.
  • Nedwed, F.; Zinnikus, I.; Nukhayev, M.; Klusch, M.; Mazzola, L. (2017): shopST: Flexible Job-Shop Scheduling with Agent-Based Simulated Trading. Proc. 15th German Conference on Multiagent System Technologies (MATES); Leipzig, Germany; LNAI 10413, Springer.
  • Zinnikus, I.; Antakli, A.; Kapahnke, P.; Klusch, M.; Krauss, C.; Nonnengart, A.; Slusallek, P. (2017): Integrated Semantic Fault Analysis and Worker Support for Cyber-Physical Production Systems. Proc. 19th IEEE International Conference on Business Informatics (CBI), IEEE.
  • Mazzola, L.; Kapahnke, P.; Klusch, M. (2017): ODERU: Optimisation of Semantic Service-Based Processes in Manufacturing. Proc. 8th International Conference on Knowledge Engineering and Semantic Web (KESW), CCIS 786, Springer.
  • Mazzola, L.; Kapahnke, P.; Waibel, P.; Hochreiner, C.; Klusch, M. (2017): FCE4BPMN: On-demand QoS-based Optimised Process Model Execution in the Cloud. Proc. 23rd IEEE International Technology Management Conference (ITMC), IEEE.

2016

2015

2014

  • Klusch, M.; Kapahnke, P.; Cao, X.; Rainer, B.; Timmerer, C.; Mangold, S. (2014): MyMedia: Mobile Semantic Peer-to-Peer Video Search and Live Streaming. Proc. 11th ACM International Conference on Mobile and Ubiquitous Systems (Mobiquitous); London, UK; ACM Press. CORE: A
  • Kompatsiaris, I.; Diplaris, S.; Corney, D.; Heise, N.; Klusch, M.; Jaho, E.; Geurts, J.; Liu, Y.; Petkos, G.; Papadopoulos, S.; Sarris, N.; Goker, A.; Spangenberg, J. (2014): Real-Time Social Media Indexing and Search. Proc. International Broadcasting Convention (IBC), Amsterdam, Netherlands.
  • Schulte, S.; Hoenisch, P.; Hochreiner, C.; Dustdar, S.; Klusch, M.; Schuller, D. (2014): Towards Process Support for Cloud Manufacturing.  Proc. 18th IEEE Intern. Conference on Enterprise Distributed Object Computing (EDOC), Ulm, Germany
  • Zinnikus, I.; Cao, X.; Fischer, K. (2014): Agent-supported collaboration and ineroperability for networked enterprises: Modelling interactions and service compositions. Computers in Industry, 64(8), Elsevier.
  • Zinnikus, I.; Byelozyorov, S.; Cao, X.; Klusch, M.; Krauss, C.; Nonnengart, A.; Spieldenner, T.; Warwas, S.; Slusallek, P. (2014): A Collaborative Virtual Workspace for Factory Configuration and Evaluation. EAI Endorsed Transactions on Collaborative Computing, ICST.
  • Klusch, M.; Meshram, A.; Kapahnke, P.; Schuetze, A. (2014): ICM-Wind: Semantics-Empowered Fluid Condition Monitoring of Wind Turbines. Proc. 29th ACM Symposium on Applied Computing (SAC); Korea; ACM Press. ERA: B
  • Rainer, B.; Timmerer, C.; Kapahnke, P.; Klusch, M. (2014): Real-time Multimedia Streaming in Unstructured Peer-to-Peer Networks. Proc. 11th IEEE Consumer Communications and Networking Conference (CCNC); USA; IEEE Press.
  • Klusch, M. (2014): Service Discovery. In: Alhajj, R.; Rokne, J. (eds.), Encyclopedia of Social Networks and Mining (ESNAM), Springer.

2013

  • Cao, X.; Klusch, M. (2013): Semantic-Driven K-Walker Search in Unstructured Peer-to-Peer Networks. IEEE Computer Society STC on Social Networking E-Letter, 1(3), IEEE. 
  • Zinnikus, I.; Spieldenner, T.; Cao, X.; Klusch, M.; Krauss, C.; Nonnengart, A.;  Slusallek, P. (2013): A Collaborative Virtual Workspace for Factory Configuration and Evaluation. Proc. 9th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom); Austin TX, USA, Runner Up Award (2nd Best Paper).
  • Cao, X.; Klusch, M. (2013): S2P2P: Semantic Search in Unstructured Peer-to-Peer Networks. Proc. 15th IEEE International Conference on High-Performance Computing and Communications (HPCC); IEEE Press. CORE: B
  • Cao, X.; Klusch, M. (2013): Advanced Semantic Deep Search for 3D Scenes. Proc. 7th IEEE International Conference on Semantic Computing; Stanford CA, USA; IEEE Press.
  • Mihailescu, R.C.; Klusch, M.; Ossowski, S. (2013): eCOOP: Privacy-Preserving Dynamic Coalition Formation for Power Regulation in the Smart Grid. Proc. 2nd International Conference on Agreement Technologies; Beijing, China; Springer.
  • Cao, X.; Klusch, M. (2013): iRep3D: Efficient Semantic 3D Scene Retrieval. Proc. 8th International Conference on Computer Vision Theory and Applications. Barcelona, Spain; ScitePress.
  • Guenel, A.; Meshram, A.; Bley, T.; Schuetze, A.; Klusch, M. (2013): Statistical and Semantic Multisensor Data Evaluation for Fluid Condition Monitoring in Wind Turbines. Proc. 16th International Conference on Sensors and Measurement Technology (SENSOR). Nuremberg, Germany.

2012

2011

2010

2009

2008

2007

  • Klusch, M.; Schubotz, R. (2007): Programming and Simulation of Quantum  Search Agents. Proceedings of the IEEE International Conference on  Systems, Man and Cybernetics, Montreal, Canada, IEEE Press.
  • Da Silva, J.C.; Klusch, M. (2007): Privacy-Preserving Discovery of Frequent Patterns in Time Series. Proceedings of the 7th Industrial Conference on Data  Mining ICDM, Leipzig, Germany, Springer.
  • Klusch, M.; Fries, B. (2007): Hybrid OWL-S Service Retrieval with OWLS- MX: Benefits and Pitfall. Proceedings of 1st International Joint Workshop on Semantic Matchmaking and Resource Retrieval, Busan, Korea, CEUR.

2006

2005

  • Da Silva, J.C.; Klusch, M.; Lodi, S., Moro, G-L. (2005): Secure Agent-Based Distributed Data Clustering. International Journal of Web Intelligence and Agent Systems, IOS Press
  • Da Silva, J.C.; Giannella, C.; Bhargava, R.; Kargupta, H.; Klusch, M.; (2005): Distributed Data Mining and Agents. International Journal of Engineering Applications of Artifical Intelligence, 18(4), Elsevier Science
  • Blankenburg, B.; Klusch, M. (2005): BSCA-F: Efficient fuzzy valued stable coalition forming among agents. Proc. IEEE Conference on Intelligent Agent Technology, Compiegne, France, IEEE Computer Society Press.
  • Blankenburg, B.; Klusch, M. (2005): BSCA-P: Privacy-Preserving Coalition Formation. Proc. 3rd German Conference on Multi-Agent System Technologies (MATES), Koblenz, Germany, Springer LNAI 3550 . Best Paper Award
  • Da Silva, J.C.; Klusch, M. (2005): Inference on Distributed Data Clustering. Proc. 5th Industrial Conference on Data Mining (ICDM), Leipzig, Germany, July 2005
  • Klusch, M. (2005): Coordination of Quantum Internet Agents. Proc. 4th Intl. Conference on Autonomous Agents and Multiagent Systems (AAMAS), Utrecht, The Netherlands, CORE: A*
  • Blankenburg, B.; Ramchurn; Gopal; Jennings, N.; Klusch, M. (2005): Trusted Kernel-Based Coalition Formation. Proc. 4th Intl. Conference on Autonomous Agents and Multiagent Systems (AAMAS), Utrecht, The Netherlands. CORE: A*
  • Klusch, M.; Fries, B.; Khalid, M. (2005): OWLS-MX: Hybrid Semantic Web Service Retrieval.1st Intl. AAAI Fall Symposium on Agents and the Semantic Web, Arlington VA, USA
  • Klusch, M.; Gerber, A.; Schmidt, M. (2005). Semantic Web Service Composition Planning with OWLS-Xplan.1st Intl. AAAI Fall Symposium on Agents and the Semantic Web, Arlington VA, USA
  • Blankenburg, B.; Klusch, M. (2005): BSCA-F: Fuzzy Bilateral Shapley Value Based Coalition Forming. IJCAI-2005 Workshop on Game Theory and Decision Theory (GTDT), Edinburgh, 2005.
  • Helin, H. et al. (2005): Context-aware business application service coordination in mobile computing environments. Proc. Intl. AAMAS-2005 Workshop on Ambient Intelligence, Utrecht, July 2005.

2004

2003

2002

2001

  • Klusch, M. (2001): Information Agent Technology for the Internet: A Survey.  Journal on Data and Knowledge Engineering, Special Issue on Intelligent Information Integration, D. Fensel (Ed.), Vol. 36(3), Elsevier Science
  • Klusch, M., Sycara, K. (2001): Brokering and Matchmaking for Coordination of Agent Societies: A Survey. In: Coordination of Internet Agents, A. Omicini et al. (eds.), Springer
  • Klusch, M., Gerber, A. (2001): An agent-based mobile e-commerce service platform for forestry and agriculture. Proc. 2nd Asia-Pacific Conference on Intelligent Agent Technology (IAT), Japan.
  • Gerber, A., Russ, C., Klusch, M., Zinnikus, I. (2001): Holonic Agents for the Coordination of Supply Webs. Proc. Intl. Conference on Autonomous Agents (Agents 2001), Montreal, Canada
  • Schillo, M., Bürkert, H.-J., Klusch, M., Fischer, K. (2001): Applying Sociological Theory to Designing Autonomous Agents for Robust E-Commerce Markets. Proc. Intern. Conference on Autonomous Agents (Agents 2001), Montreal, Canada, ACM
  • Schillo, M.; H.-J. Bürckert; M. Klusch; K. Fischer (2001): Towards a Definition of Robustness for Market-Style Open Multi-Agent Systems. In: Proc 5th Intl. Conf. on Autonomous Agents, Montreal, Canada, ACM

2000

  • Klusch, M. (2000): Agent-Mediated Trading: Intelligent Agents and E-Business. In: A.L.G. Hayzelden, R. Bourne (eds.): Agent Technology applied to Networked Systems. John Wiley & Sons, Chicester, England
  • Klusch, M. (2000): Information Agents for Knowledge Discovery and Data Mining on the Internet. In: U. Küsters, K.D. Wilde (Eds.), Handbook Data Mining im Marketing - Knowledge Discovery in Databases. Chapter 10.2, Vieweg/Gabler Verlag (in German).
  • Jonker, C., Klusch, M., Treur, J. (2000): Design of collaborative information agents. Proc. 4th Intl. Workshop on Cooperative Information Agents, LNAI 1860, Springer.
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