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Matthias Klusch

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affiliation: German Research Centre for Artificial Intelligence, DFKI, Saarbrücken, Germany

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2020 – today

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2024
[j31]
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Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Q-Seg: Quantum Annealing-Based Unsupervised Image Segmentation. IEEE Computer Graphics and Applications 44(5): 27-39 (2024)
[i10]
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  - journals/corr/abs-2405-14405
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Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Qubit-efficient Variational Quantum Algorithms for Image Segmentation. CoRR abs/2405.14405 (2024)
[i9]
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Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites. CoRR abs/2408.06007 (2024)
[i8]
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  - journals/corr/abs-2408-10726
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Matthias Klusch, Jörg Lässig, Daniel Müssig, Antonio Macaluso, Frank K. Wilhelm:
Quantum Artificial Intelligence: A Brief Survey. CoRR abs/2408.10726 (2024)
2023
[j30]
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Antonio Macaluso, Matthias Klusch, Stefano Lodi, Claudio Sartori:
MAQA: a quantum framework for supervised learning. Quantum Inf. Process. 22(3): 159 (2023)
[c119]
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Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch:
QuACS: Variational Quantum Algorithm for Coalition Structure Generation in Induced Subgraph Games. CF 2023: 197-200
[c118]
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Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch:
GCS-Q: Quantum Graph Coalition Structure Generation. ICCS (5) 2023: 138-152
[c117]
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Dikshant Gupta, Matthias Klusch:
HyLEAR: Hybrid Deep Reinforcement Learning and Planning for Safe and Comfortable Automated Driving. IV 2023: 1-8
[c116]
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Janis Sprenger, Lorena Hell, Matthias Klusch, Yoshiyuki Kobayashi, Shoma Kudo, Christian Müller:
Cross-Cultural Behavior Analysis of Street-Crossing Pedestrians in Japan and Germany. IV 2023: 1-7
[c115]
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André Antakli, Akbar Kazimov, Daniel Spieldenner, Gloria Elena Jaramillo Rojas, Ingo Zinnikus, Matthias Klusch:
AJAN: An Engineering Framework for Semantic Web-Enabled Agents and Multi-Agent Systems. PAAMS 2023: 15-27
[i7]
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  - journals/corr/abs-2301-00650
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Dikshant Gupta, Matthias Klusch:
Hybrid Deep Reinforcement Learning and Planning for Safe and Comfortable Automated Driving. CoRR abs/2301.00650 (2023)
[i6]
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  - journals/corr/abs-2303-11028
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Antonio Macaluso, Matthias Klusch, Stefano Lodi, Claudio Sartori:
MAQA: A Quantum Framework for Supervised Learning. CoRR abs/2303.11028 (2023)
[i5]
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  - journals/corr/abs-2304-07218
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Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch:
QuACS: Variational Quantum Algorithm for Coalition Structure Generation in Induced Subgraph Games. CoRR abs/2304.07218 (2023)
[i4]
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  - journals/corr/abs-2311-12875
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Akash Sinha, Antonio Macaluso, Matthias Klusch:
Nav-Q: Quantum Deep Reinforcement Learning for Collision-Free Navigation of Self-Driving Cars. CoRR abs/2311.12875 (2023)
[i3]
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  - journals/corr/abs-2311-12912
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Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation. CoRR abs/2311.12912 (2023)
2022
[c114]
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Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch:
BILP-Q: quantum coalition structure generation. CF 2022: 189-192
[c113]
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Antonio Macaluso, Filippo Orazi, Matthias Klusch, Stefano Lodi, Claudio Sartori:
A Variational Algorithm for Quantum Single Layer Perceptron. LOD (2) 2022: 341-356
[i2]
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  - journals/corr/abs-2204-13802
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Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch:
BILP-Q: Quantum Coalition Structure Generation. CoRR abs/2204.13802 (2022)
[i1]
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  - journals/corr/abs-2212-11372
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Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch:
GCS-Q: Quantum Graph Coalition Structure Generation. CoRR abs/2212.11372 (2022)
2021
[c112]
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  - conf/ivs/HellSKKM21
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Lorena Hell, Janis Sprenger, Matthias Klusch, Yoshiyuki Kobayashi, Christian Müller:
Pedestrian Behavior in Japan and Germany: A Review. IV 2021: 1529-1536
[c111]
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André Antakli, Igor Vozniak, Nils Lipp, Matthias Klusch, Christian Müller:
HAIL: Modular Agent-Based Pedestrian Imitation Learning. PAAMS 2021: 27-39
[c110]
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Leo Wanner, Matthias Klusch, Athanasios Mavropoulos, Emmanuel Jamin, Víctor Marín-Puchades, Gerard Casamayor, Jan Cernocký, Steffi Davey, Mónica Domínguez, Ekaterina Egorova, Jens Grivolla, Gloria Elena Jaramillo Rojas, Anastasios Karakostas, Dimos Ntioudis, Pavel Pecina, Oleksandr Sobko, Stefanos Vrochidis, Lena Wertmann:
Towards a Versatile Intelligent Conversational Agent as Personal Assistant for Migrants. PAAMS 2021: 316-327
[c109]
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Nora Muscholl, Matthias Klusch, Patrick Gebhard, Tanja Schneeberger:
EMIDAS: explainable social interaction-based pedestrian intention detection across street. SAC 2021: 107-115
2020
[j29]
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Matthias Klusch, Frithjof Nagel, Ingo J. Timm:
Künstliche-Intelligenz-Forschung - Zehn Innovationen aus Deutschland. LOG IN 40(1): 22-26 (2020)
[c108]
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Igor Vozniak, Matthias Klusch, André Antakli, Christian Müller:
InfoSalGAIL: Visual Attention-empowered Imitation Learning of Pedestrian Behavior in Critical Traffic Scenarios. IJCCI 2020: 325-337
[c107]
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Atanas Poibrenski, Matthias Klusch, Igor Vozniak, Christian Müller:
M2P3: multimodal multi-pedestrian path prediction by self-driving cars with egocentric vision. SAC 2020: 190-197
[c106]
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Nora Muscholl, Atanas Poibrenski, Matthias Klusch, Patrick Gebhard:
SIMP3: Social Interaction-Based Multi-Pedestrian Path Prediction By Self-Driving Cars. SSCI 2020: 2731-2738

2010 – 2019

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2019
[c105]
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  - conf/fm/NonnengartKM19
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Andreas Nonnengart, Matthias Klusch, Christian Müller:
CriSGen: Constraint-Based Generation of Critical Scenarios for Autonomous Vehicles. FM Workshops (1) 2019: 233-248
[c104]
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Florian Pusse, Matthias Klusch:
Hybrid Online POMDP Planning and Deep Reinforcement Learning for Safer Self-Driving Cars. IV 2019: 1013-1020
2018
[j28]
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  - journals/ijwis/MazzolaKK18
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Luca Mazzola, Patrick Kapahnke, Matthias Klusch:
Semantic composition of optimal process service plans in manufacturing with ODERU. Int. J. Web Inf. Syst. 14(4): 495-523 (2018)
[j27]
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Luca Mazzola, Philipp Waibel, Patrick Kapahnke, Matthias Klusch:
Smart Process Optimization and Adaptive Execution with Semantic Services in Cloud Manufacturing ^†. Inf. 9(11): 279 (2018)
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Matthias Klusch:
Service Discovery. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018
2017
[j26]
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Radu-Casian Mihailescu, Sascha Ossowski, Matthias Klusch:
ECOOP: Applying Dynamic Coalition Formation to the Power Regulation Problem in Smart Grids. Comput. Intell. 33(3): 401-427 (2017)
[c103]
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Luca Mazzola, Patrick Kapahnke, Philipp Waibel, Christoph Hochreiner, Matthias Klusch:
FCE4BPMN: On-demand QoS-based optimised process model execution in the cloud. ICE/ITMC 2017: 305-314
[c102]
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Josenildo Costa da Silva, Gustavo H. B. S. Oliveira, Stefano Lodi, Matthias Klusch:
Clustering Distributed Short Time Series with Dense Patterns. ICMLA 2017: 34-41
[c101]
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Luca Mazzola, Patrick Kapahnke, Matthias Klusch:
Pattern-based semantic composition of optimal process service plans with ODERU. iiWAS 2017: 492-501
[c100]
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Christian Mathieu, Matthias Klusch, Birte Glimm:
QSMat: Query-Based Materialization for Efficient RDF Stream Processing. KESW 2017: 159-174
[c99]
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Luca Mazzola, Patrick Kapahnke, Matthias Klusch:
ODERU: Optimisation of Semantic Service-Based Processes in Manufacturing. KESW 2017: 337-346
[c98]
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Frank Yukio Nedwed, Ingo Zinnikus, Maxat Nukhayev, Matthias Klusch, Luca Mazzola:
shopST: Flexible Job-Shop Scheduling with Agent-Based Simulated Trading. MATES 2017: 121-137
[c97]
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Ingo Zinnikus, André Antakli, Patrick Kapahnke, Matthias Klusch, Christopher Krauss, Andreas Nonnengart, Philipp Slusallek:
Integrated Semantic Fault Analysis and Worker Support for Cyber-Physical Production Systems. CBI (1) 2017: 207-216
2016
[j25]
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Matthias Klusch, Patrick Kapahnke, Stefan Schulte, Freddy Lécué, Abraham Bernstein:
Semantic Web Service Search: A Brief Survey. Künstliche Intell. 30(2): 139-147 (2016)
[c96]
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Luca Mazzola, Patrick Kapahnke, Marko Vujic, Matthias Klusch:
CDM-Core: A Manufacturing Domain Ontology in OWL2 for Production and Maintenance. KEOD 2016: 136-143
[c95]
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Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi:
Privacy-Awareness of Distributed Data Clustering Algorithms Revisited. IDA 2016: 261-272
[c94]
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André Antakli, Ingo Zinnikus, Matthias Klusch:
ASP-Driven BDI-Planning Agents in Virtual 3D Environments. MATES 2016: 198-214
[e23]
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Matthias Klusch, Rainer Unland, Onn Shehory, Alexander Pokahr, Sebastian Ahrndt:
Multiagent System Technologies - 14th German Conference, MATES 2016, Klagenfurt, Österreich, September 27-30, 2016. Proceedings. Lecture Notes in Computer Science 9872, Springer 2016, ISBN 978-3-319-45888-5 [contents]
2015
[c93]
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Xiaoqi Cao, Patrick Kapahnke, Matthias Klusch:
SPSC: Efficient Composition of Semantic Services in Unstructured P2P Networks. ESWC 2015: 455-470
[c92]
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Cholpon Degenbaeva, Matthias Klusch:
Critical Node Detection Problem Solving on GPU and in the Cloud. HPCC/CSS/ICESS 2015: 52-57
[c91]
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Matthias Klusch, Ankush Prabhu Meshram, Andreas Schütze, Nikolai Helwig:
iCM-Hydraulic: semantics-empowered condition monitoring of hydraulic machines. SEMANTiCS 2015: 81-88
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Christian Mathieu, Matthias Klusch:
Accelerated Steiner Tree Problem Solving on GPU with CUDA. ICA3PP (2) 2015: 444-457
[c89]
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Gerrit Kahl, Matthias Klusch, Ingo Zinnikus, Jens Schimmelpfennig, Manuel Zapp:
ADIGE: semantic business process management for smart retail environments. iiWAS 2015: 53:1-53:5
2014
[j24]
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Ingo Zinnikus, Sergiy Byelozyorov, Xiaoqi Cao, Matthias Klusch, Christopher Krauss, Andreas Nonnengart, Torsten Spieldenner, Stefan Warwas, Philipp Slusallek:
A Collaborative VirtualWorkspace for Factory Configuration and Evaluation. EAI Endorsed Trans. Collab. Comput. 1(1): e5 (2014)
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Stefan Schulte, Philipp Hoenisch, Christoph Hochreiner, Schahram Dustdar, Matthias Klusch, Dieter Schuller:
Towards Process Support for Cloud Manufacturing. EDOC 2014: 142-149
[c87]
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Matthias Klusch:
Agents and Semantics for Human Decision-Making. ICAART (1) 2014: IS-9
[c86]
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Matthias Klusch, Patrick Kapahnke, Xiaoqi Cao, Benjamin Rainer, Christian Timmerer, Stefan Mangold:
MyMedia: mobile semantic peer-to-peer video search and live streaming. MobiQuitous 2014: 277-286
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Matthias Klusch, Ankush Prabhu Meshram, Patrick Kapahnke, Andreas Schütze:
ICM-Wind: semantics-empowered fluid condition monitoring of wind turbines. SAC 2014: 308-315
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Matthias Klusch:
Service Discovery. Encyclopedia of Social Network Analysis and Mining 2014: 1707-1717
2013
[c84]
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Radu-Casian Mihailescu, Matthias Klusch, Sascha Ossowski:
e COOP: Privacy-Preserving Dynamic Coalition Formation for Power Regulation in the Smart Grid. AT 2013: 19-31
[c83]
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Ingo Zinnikus, Xiaoqi Cao, Matthias Klusch, Christopher Krauss, Andreas Nonnengart, Torsten Spieldenner, Philipp Slusallek:
A collaborative virtual workspace for factory configuration and evaluation. CollaborateCom 2013: 353-362
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Xiaoqi Cao, Matthias Klusch:
S2P2P: Semantic Search in Unstructured Peer-to-Peer Networks. HPCC/EUC 2013: 971-978
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Xiaoqi Cao, Matthias Klusch:
Advanced Semantic Deep Search for 3D Scenes. ICSC 2013: 236-243
[c80]
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Xiaoqi Cao, Matthias Klusch:
iRep3D: Efficient Semantic 3D Scene Retrieval. VISAPP (2) 2013: 19-28
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Matthias Klusch, Matthias Thimm, Marcin Paprzycki:
Multiagent System Technologies - 11th German Conference, MATES 2013, Koblenz, Germany, September 16-20, 2013. Proceedings. Lecture Notes in Computer Science 8076, Springer 2013, ISBN 978-3-642-40775-8 [contents]
2012
[j23]
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Matthias Klusch, Patrick Kapahnke:
Adaptive signature-based semantic selection of services with OWLS-MX3. Multiagent Grid Syst. 8(1): 69-82 (2012)
[j22]
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Matthias Klusch, Patrick Kapahnke:
The iSeM matchmaker: A flexible approach for adaptive hybrid semantic service selection. J. Web Semant. 15: 1-14 (2012)
[c79]
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Stefan Warwas, Matthias Klusch, Klaus Fischer, Philipp Slusallek:
A development environment for engineering intelligent avatars for semantically-enhanced simulated realities (demonstration). AAMAS 2012: 1479-1480
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Xiaoqi Cao, Matthias Klusch:
Semantic Indexing for Efficient Retrieval of Multimedia Data. Adaptive Multimedia Retrieval 2012: 165-180
[c77]
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Stefan Schulte, Ulrich Lampe, Matthias Klusch, Ralf Steinmetz:
COV4SWS.KOM: Information Quality-Aware Matchmaking for Semantic Services. ESWC 2012: 499-513
[c76]
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Stefan Warwas, Klaus Fischer, Matthias Klusch, Philipp Slusallek:
BOCHICA: A Model-driven Framework for Engineering Multiagent Systems. ICAART (1) 2012: 109-118
[c75]
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Xiaoqi Cao, Matthias Klusch:
Dynamic Semantic Data Replication for K-Random Search in Peer-to-Peer Networks. NCA 2012: 20-27
[c74]
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Josenildo Costa da Silva, Gustavo H. B. Oliveira, Omar Andrés Carmona Cortes, Matthias Klusch:
Density-Based Pattern Discovery in Distributed Time Series. SBIA 2012: 62-71
[c73]
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Sotiris Diplaris, Symeon Papadopoulos, Ioannis Kompatsiaris, Ayse Göker, Andrew MacFarlane, Jochen Spangenberg, Hakim Hacid, Linas Maknavicius, Matthias Klusch:
SocialSensor: sensing user generated input for improved media discovery and experience. WWW (Companion Volume) 2012: 243-246
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Matthias Klusch:
Overview of the S3 Contest: Performance Evaluation of Semantic Service Matchmakers. Semantic Web Services, Advancement through Evaluation 2012: 17-34
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Patrick Kapahnke, Matthias Klusch:
Adaptive Hybrid Selection of Semantic Services: The iSeM Matchmaker. Semantic Web Services, Advancement through Evaluation 2012: 63-82
2011
[c72]
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Stefan Warwas, Matthias Klusch:
Making Multiagent System Designs Reusable: A Model-Driven Approach. IAT 2011: 101-108
[c71]
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Jan Richter, Matthias Klusch, Ryszard Kowalczyk:
Monotonic Mixing of Decision Strategies for Agent-Based Bargaining. MATES 2011: 113-124
[c70]
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Matthias Klusch, Xiaoqi Cao, Patrick Kapahnke, Stefan Warwas:
Semantics and Agents for Intelligent Simulation and Collaboration in the 3D Internet. SKG 2011: 9-16
2010
[j21]
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Matthias Klusch, Patrick Kapahnke, Ingo Zinnikus:
Adaptive Hybrid Semantic Selection of SAWSDL Services with SAWSDL-MX2. Int. J. Semantic Web Inf. Syst. 6(4): 1-26 (2010)
[c69]
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Jan Richter, Matthias Klusch, Ryszard Kowalczyk:
On monotonic mixed tactics and strategies for multi-issue negotiation. AAMAS 2010: 1609-1610
[c68]
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Matthias Klusch, Patrick Kapahnke:
iSeM: Approximated Reasoning for Adaptive Hybrid Selection of Semantic Services. ESWC (2) 2010: 30-44
[c67]
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Jan Richter, Matthias Klusch, Ryszard Kowalczyk:
A multistage fuzzy decision approach for modelling adaptive negotiation strategies. FUZZ-IEEE 2010: 1-8
[c66]
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Stefan Nesbigall, Stefan Warwas, Patrick Kapahnke, René Schubotz, Matthias Klusch, Klaus Fischer, Philipp Slusallek:
Intelligent Agents for Semantic Simulated Realities - The ISReal Platform. ICAART (2) 2010: 72-79
[c65]
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Stefan Nesbigall, Stefan Warwas, Patrick Kapahnke, René Schubotz, Matthias Klusch, Klaus Fischer, Philipp Slusallek:
ISReal: A Platform for Intelligent Simulated Realities. ICAART (Revised Selected Papers) 2010: 201-213
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Matthias Klusch, Patrick Kapahnke:
iSeM: Approximated Reasoning for Adaptive Hybrid Selection of Semantic Services. ICSC 2010: 184-191
[c63]
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Patrick Kapahnke, Pascal Liedtke, Stefan Nesbigall, Stefan Warwas, Matthias Klusch:
ISReal: An Open Platform for Semantic-Based 3D Simulations in the 3D Internet. ISWC (2) 2010: 161-176
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Abraham Bernstein, Paul Grace, Matthias Klusch, Massimo Paolucci:
Proceedings of the 4th International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web, SMRR@ISWC 2010, Shanghai, China, November 8, 2010. CEUR Workshop Proceedings 667, CEUR-WS.org 2010 [contents]

2000 – 2009

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2009
[j20]
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Matthias Klusch, Frank Kaufer:
WSMO-MX: A hybrid Semantic Web service matchmaker. Web Intell. Agent Syst. 7(1): 23-42 (2009)
[j19]
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Matthias Klusch, Benedikt Fries, Katia P. Sycara:
OWLS-MX: A hybrid Semantic Web service matchmaker for OWL-S services. J. Web Semant. 7(2): 121-133 (2009)
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Jan Richter, Ryszard Kowalczyk, Matthias Klusch:
Multistage Fuzzy Decision Making in Bilateral Negotiation with Finite Termination Times. Australasian Conference on Artificial Intelligence 2009: 21-30
[c61]
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Matthias Klusch, Patrick Kapahnke, Ingo Zinnikus:
Hybrid Adaptive Web Service Selection with SAWSDL-MX and WSDL-Analyzer. ESWC 2009: 550-564
[c60]
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Matthias Klusch, Patrick Kapahnke, Ingo Zinnikus:
SAWSDL-MX2: A Machine-Learning Approach for Integrating Semantic Web Service Matchmaking Variants. ICWS 2009: 335-342
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Peter Bruza, Donald A. Sofge, William F. Lawless, Keith van Rijsbergen, Matthias Klusch:
Quantum Interaction, Third International Symposium, QI 2009, Saarbrücken, Germany, March 25-27, 2009. Proceedings. Lecture Notes in Computer Science 5494, Springer 2009, ISBN 978-3-642-00833-7 [contents]
2008
[j18]
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Ulrich Küster, Birgitta König-Ries, Charles J. Petrie, Matthias Klusch:
On the Evaluation of Semantic Web Service Frameworks. Int. J. Semantic Web Inf. Syst. 4(4): 31-55 (2008)
[c59]
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Christian Hahn, Stefan Nesbigall, Stefan Warwas, Ingo Zinnikus, Matthias Klusch, Klaus Fischer:
Model-driven Approach to the Integration of Multiagent Systems and Semantic Web Services. EDOCW 2008: 317-324
[c58]
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Christian Hahn, Stefan Nesbigall, Stefan Warwas, Ingo Zinnikus, Klaus Fischer, Matthias Klusch:
Integration of Multiagent Systems and Semantic Web Services on a Platform Independent Level. IAT 2008: 200-206
[c57]
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Matthias Klusch:
Toward Quantum Matchmaker Agents. IAT 2008: 403-409
[c56]
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Matthias Klusch, René Schubotz:
Quantum Service Selection. IAT 2008: 546-552
[c55]
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Matthias Klusch, Patrick Kapahnke, Frank Kaufer:
Evaluation of WSML Service Retrieval with WSMO-MX. ICWS 2008: 401-408
[c54]
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Matthias Klusch, Patrick Kapahnke, Benedikt Fries:
Hybrid Semantic Web Service Retrieval: A Case Study with OWLS-MX. ICSC 2008: 323-330
[c53]
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Matthias Klusch, Xiguo Zhing:
Deployed Semantic Services for the Common User of the Web: A Reality Check. ICSC 2008: 347-353
[c52]
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Matthias Klusch, Patrick Kapahnke:
Semantic Web Service Selection with SAWSDL-MX. SMRR 2008
[c51]
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Matthias Klusch, Stefan Nesbigall, Ingo Zinnikus:
Model-Driven Semantic Service Matchmaking for Collaborative Business Processes. SMRR 2008
[c50]
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Matthias Klusch, Stefan Nesbigall, Ingo Zinnikus:
MDSM: A Model-Driven Approach to Semantic Service Selection for Collaborative Business Processes. Web Intelligence 2008: 612-618
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Matthias Klusch, Michal Pechoucek, Axel Polleres:
Cooperative Information Agents XII, 12th International Workshop, CIA 2008, Prague, Czech Republic, September 10-12, 2008. Proceedings. Lecture Notes in Computer Science 5180, Springer 2008, ISBN 978-3-540-85833-1 [contents]
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Ryszard Kowalczyk, Michael N. Huhns, Matthias Klusch, Zakaria Maamar, Quoc Bao Vo:
Service-Oriented Computing: Agents, Semantics, and Engineering, AAMAS 2008 International Workshop, SOCASE 2008, Estoril, Portugal, May 12, 2008, Proceedings. Lecture Notes in Computer Science 5006, Springer 2008, ISBN 978-3-540-79967-2 [contents]
2007
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Matthias Klusch, René Schubotz:
Programming and simulation of quantum search agents. AAMAS 2007: 86
[c48]
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Josenildo Costa da Silva, Matthias Klusch:
Privacy Preserving Pattern Discovery in Distributed Time Series. ICDE Workshops 2007: 207-214
[c47]
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Josenildo Costa da Silva, Matthias Klusch:
Privacy-Preserving Discovery of Frequent Patterns in Time Series. ICDM 2007: 318-328
[c46]
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Frank Kaufer, Matthias Klusch:
Performance of Hybrid WSML Service Matching with WSMO-MX: Preliminary Results. SMRR 2007
[c45]
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Matthias Klusch, Benedikt Fries:
Hybrid OWL-S Service Retrieval with OWLS-MX: Benefits and Pitfalls. SMRR 2007
[c44]
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Matthias Klusch, Zhiguo Xing:
Semantic Web Services in the Web: A Preliminary Reality Check. SMRR 2007
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Matthias Klusch, René Schubotz:
Programming and simulation of quantum search agents. SMC 2007: 246-252
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Matthias Klusch, Koen V. Hindriks, Mike P. Papazoglou, Leon Sterling:
Cooperative Information Agents XI, 11th International Workshop, CIA 2007, Delft, The Netherlands, September 19-21, 2007, Proceedings. Lecture Notes in Computer Science 4676, Springer 2007, ISBN 978-3-540-75118-2 [contents]
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Paolo Petta, Jörg P. Müller, Matthias Klusch, Michael P. Georgeff:
Multiagent System Technologies, 5th German Conference, MATES 2007, Leipzig, Germany, September 24-26, 2007, Proceedings. Lecture Notes in Computer Science 4687, Springer 2007, ISBN 978-3-540-74948-6 [contents]
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Tommaso Di Noia, Rubén Lara, Axel Polleres, Ioan Toma, Takahiro Kawamura, Matthias Klusch, Abraham Bernstein, Massimo Paolucci, Alain Léger, David L. Martin:
Proceedings of the SMR² 2007 Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web (SMRR 2007) co-located with ISWC 2007 + ASWC 2007, Busan, South Korea, November 11, 2007. CEUR Workshop Proceedings 243, CEUR-WS.org 2007 [contents]
2006
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Josenildo Costa da Silva, Matthias Klusch:
Inference in distributed data clustering. Eng. Appl. Artif. Intell. 19(4): 363-369 (2006)
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Thorsten Möller, Heiko Schuldt, Andreas Gerber, Matthias Klusch:
Next-generation applications in healthcare digital libraries using semantic service composition and coordination. Health Informatics J. 12(2): 107-119 (2006)
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Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi, Gianluca Moro:
Privacy-preserving agent-based distributed data clustering. Web Intell. Agent Syst. 4(2): 221-238 (2006)
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Matthias Klusch, Benedikt Fries, Katia P. Sycara:
Automated semantic web service discovery with OWLS-MX. AAMAS 2006: 915-922
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Bastian Blankenburg, Minghua He, Matthias Klusch, Nicholas R. Jennings:
Risk-Bounded Formation of Fuzzy Coalitions Among Service Agents. CIA 2006: 332-346
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Dieter Hutter, Matthias Klusch, Melanie Volkamer:
Information Flow Analysis Based Security Checking of Health Service Composition Plans. ECEH 2006: 59-70
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Federico Bergenti, César Cáceres, Alberto Fernández, Nadine Fröhlich, Heikki Helin, Oliver Keller, Ari Kinnunen, Matthias Klusch, Heimo Laamanen, António Lopes, Sascha Ossowski, Heiko Schuldt, Michael Schumacher:
Context-aware Service Coordination for Mobile e-Health Applications. ECEH 2006: 119-130
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António Lopes, Paulo Roberto Costa, Federico Bergenti, Matthias Klusch, Bastian Blankenburg, Thorsten Möller, Heiko Schuldt:
Context-aware Secure Service Composition Planning and Execution on E-Health Environments. ECEH 2006: 179-190
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Frank Kaufer, Matthias Klusch:
WSMO-MX: A Logic Programming Based Hybrid Service Matchmaker. ECOWS 2006: 161-170
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Matthias Klusch, Andreas Gerber:
Fast Composition Planning of OWL-S Services and Application. ECOWS 2006: 181-190
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Matthias Klusch, Andreas Gerber:
Evaluation of Service Composition Planning with OWLS-XPlan. IAT Workshops 2006: 117-120
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Matthias Klusch, Kai-Uwe Renner:
Fast Dynamic Re-planning of Composite OWL-S Services. IAT Workshops 2006: 134-137
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Matthias Klusch, Ulrich Basters:
Risk Driven Semantic P2P Service Retrieval. Peer-to-Peer Computing 2006: 161-170
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Ulrich Basters, Matthias Klusch:
RS2D: Fast Adaptive Search for Semantic Web Services in Unstructured P2P Networks. ISWC 2006: 87-100
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Matthias Klusch, Michael Rovatsos, Terry R. Payne:
Cooperative Information Agents X, 10th International Workshop, CIA 2006, Edinburgh, UK, September 11-13, 2006, Proceedings. Lecture Notes in Computer Science 4149, Springer 2006, ISBN 3-540-38569-X [contents]
2005
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Matthias Klusch, Rainer Unland, Sascha Ossowski:
Preface of the special section on selected best papers of the Ninth International Workshop on Cooperative Information Agents (CIA-2004). Eng. Appl. Artif. Intell. 18(7): 769-770 (2005)
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Josenildo Costa da Silva, Chris Giannella, Ruchita Bhargava, Hillol Kargupta, Matthias Klusch:
Distributed data mining and agents. Eng. Appl. Artif. Intell. 18(7): 791-807 (2005)
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Matthias Klusch, Andreas Gerber, Marcus Schmidt:
Semantic Web Service Composition Planning with OWLS-Xplan. AAAI Fall Symposium: Agents and the Semantic Web 2005: 55-62
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Matthias Klusch, Benedikt Fries, Mahboob Khalid, Katia P. Sycara:
OWLS-MX: Hybrid OWL-S Service Matchmaking. AAAI Fall Symposium: Agents and the Semantic Web 2005: 77-84
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Bastian Blankenburg, Rajdeep K. Dash, Sarvapali D. Ramchurn, Matthias Klusch, Nicholas R. Jennings:
Trusted kernel-based coalition formation. AAMAS 2005: 989-996
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Matthias Klusch:
Coordination of quantum internet agents. AAMAS 2005: 1221-1222
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Bastian Blankenburg, Matthias Klusch:
BSCA-F: E.cient Fuzzy Valued Stable Coalition Forming Among Agents. IAT 2005: 732-738
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Bastian Blankenburg, Matthias Klusch:
BSCA-P: Privacy Preserving Coalition Formation. MATES 2005: 47-58
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Heikki Helin, Matthias Klusch, António Lopes, Alberto Fernández, Michael Schumacher, Heiko Schuldt, Federico Bergenti, Ari Kinnunen:
CASCOM: Context-Aware Service Co-ordination in Mobile P2P Environments. MATES 2005: 242-243
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Josenildo Costa da Silva, Matthias Klusch:
Inference on Distributed Data Clustering. MLDM 2005: 610-619
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Torsten Eymann, Franziska Klügl, Winfried Lamersdorf, Matthias Klusch, Michael N. Huhns:
Multiagent System Technologies, Third German Conference, MATES 2005, Koblenz, Germany, September 11-13, 2005, Proceedings. Lecture Notes in Computer Science 3550, Springer 2005, ISBN 3-540-28740-X [contents]
2004
[j12]
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Andreas Gerber, Matthias Klusch:
AGRICOLA - Agenten für mobile Planungsdienste in der Landwirtschaft. Künstliche Intell. 18(1): 38- (2004)
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Bastian Blankenburg, Matthias Klusch:
On Safe Kernel Stable Coalition Forming among Agents. AAMAS 2004: 580-587
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Matthias Klusch:
Toward Intelligent Agents on Quantum Computers. AAMAS 2004: 1518-1519
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Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi, Gianluca Moro:
Inference Attacks in Peer-to-Peer Homogeneous Distributed Data Mining. ECAI 2004: 450-454
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Matthias Klusch, Sascha Ossowski, Vipul Kashyap, Rainer Unland:
Cooperative Information Agents VIII, 8th International Workshop, CIA 2004, Erfurt, Germany, September 27-29, 2004, Proceedings. Lecture Notes in Computer Science 3191, Springer 2004, ISBN 3-540-23170-6 [contents]
2003
[j11]
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Andreas Gerber, Christian Russ, Matthias Klusch:
Supply web co-ordination by an agent-based trading network with integrated logistics services. Electron. Commer. Res. Appl. 2(2): 133-146 (2003)
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Matthias Klusch, Sonia Bergamaschi, Paolo Petta:
European Research and Development of Intelligent Information Agents: The AgentLink Perspective. AgentLink 2003: 1-21
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Matthias Klusch, Stefano Lodi, Gianluca Moro:
Agent-Based Distributed Data Mining: The KDEC Scheme. AgentLink 2003: 104-122
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Bastian Blankenburg, Matthias Klusch, Onn Shehory:
Fuzzy kernel-stable coalitions between rational agents. AAMAS 2003: 9-16
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Matthias Klusch:
Toward Quantum Computational Agents. Agents and Computational Autonomy 2003: 170-186
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Andreas Gerber, Matthias Klusch:
Forming dynamic coalitions of rational agents by use of the DCF-S scheme. AAMAS 2003: 994-995
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Matthias Klusch, Stefano Lodi, Gianluca Moro:
Issues of agent-based distributed data mining. AAMAS 2003: 1034-1035
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Matthias Klusch, Stefano Lodi, Gianluca Moro:
The Role of Agents in Distributed Data Mining: Issues and Benefits. IAT 2003: 211-217
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Matthias Klusch, Stefano Lodi, Gianluca Moro:
Distributed Clustering Based on Sampling Local Density Estimates. IJCAI 2003: 485-490
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Matthias Klusch, Sonia Bergamaschi, Peter Edwards, Paolo Petta:
Intelligent Information Agents - The AgentLink Perspective. Lecture Notes in Computer Science 2586, Springer 2003, ISBN 3-540-00759-8 [contents]
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Matthias Klusch, Sascha Ossowski, Andrea Omicini, Heimo Laamanen:
Cooperative Information Agents VII, 7th International Workshop, CIA 2003, Helsinki, Finland, August 27-29, 2003, Proceedings. Lecture Notes in Computer Science 2782, Springer 2003, ISBN 3-540-40798-7 [contents]
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Michael Schillo, Matthias Klusch, Jörg P. Müller, Huaglory Tianfield:
Multiagent System Technologies, First German Conference, MATES 2003, Erfurt, Germany, September 22-25, 2003, Proceedings. Lecture Notes in Computer Science 2831, Springer 2003, ISBN 3-540-20124-6 [contents]
2002
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Katia P. Sycara, Seth Widoff, Matthias Klusch, Jianguo Lu:
Larks: Dynamic Matchmaking Among Heterogeneous Software Agents in Cyberspace. Auton. Agents Multi Agent Syst. 5(2): 173-203 (2002)
[j9]
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Andreas Gerber, Matthias Klusch:
Intelligent Systems: Agent-Based Integrated Services for Timber Production and Sales. IEEE Distributed Syst. Online 3(2) (2002)
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Andreas Gerber, Matthias Klusch:
Agent-Based Integrated Services for Timber Production and Sales. IEEE Intell. Syst. 17(1): 33-39 (2002)
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Matthias Klusch, Andreas Gerber:
Dynamic Coalition Formation among Rational Agents. IEEE Intell. Syst. 17(3): 42-47 (2002)
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Matthias Klusch, Franco Zambonelli:
Cooperative Information Agents: Best Papers of CIA 2001 Guest Editors' Introduction. Int. J. Cooperative Inf. Syst. 11(3): 201-204 (2002)
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Andreas Gerber, Nils Kammenhuber, Matthias Klusch:
CASA: a distributed holonic multiagent architecture for timber production. AAMAS 2002: 551-552
[c11]
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Andreas Gerber, Christian Russ, Matthias Klusch:
An Agent-Based Approach for Integrating Logistics Services into a B2B Marketplace. International Conference on Internet Computing 2002: 705-712
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Matthias Klusch, Sascha Ossowski, Onn Shehory:
Cooperative Information Agents VI, 6th International Workshop, CIA 2002, Madrid, Spain, September 18-20, 2002, Proceedings. Lecture Notes in Computer Science 2446, Springer 2002, ISBN 3-540-44173-5 [contents]
2001
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Matthias Klusch:
Information agent technology for the Internet: A survey. Data Knowl. Eng. 36(3): 337-372 (2001)
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Matthias Klusch:
Information Agents: Theory and Applications - Guest Editor's Introduction. Int. J. Cooperative Inf. Syst. 10(1-2): 51-56 (2001)
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Andreas Gerber, Matthias Klusch, Christian Russ, Ingo Zinnikus:
Holonic agents for the coordination of supply webs. Agents 2001: 73-74
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Michael Schillo, Hans-Jürgen Bürckert, Klaus Fischer, Matthias Klusch:
Towards a definition of robustness for market-style open multi-agent systems. Agents 2001: 75-76
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Klaus Fischer, Dieter Hutter, Matthias Klusch, Werner Stephan:
Towards Secure Mobile Multiagent Based Electronic Marketplace Systems. SEMAS 2001: 59-76
[p3]
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Matthias Klusch:
High-Level Enabling Coordination Technologies, Introduction. Coordination of Internet Agents: Models, Technologies, and Applications 2001: 179-182
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Matthias Klusch, Katia P. Sycara:
Brokering and Matchmaking for Coordination of Agent Societies: A Survey. Coordination of Internet Agents: Models, Technologies, and Applications 2001: 197-224
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Andrea Omicini, Franco Zambonelli, Matthias Klusch, Robert Tolksdorf:
Preface: Coordination of Internet Agents. Coordination of Internet Agents: Models, Technologies, and Applications 2001: ix-xvi
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Andrea Omicini, Franco Zambonelli, Matthias Klusch, Robert Tolksdorf:
Coordination of Internet Agents: Models, Technologies, and Applications. Springer 2001, ISBN 3-540-41613-7 [contents]
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Matthias Klusch, Franco Zambonelli:
Cooperative Information Agents V, 5th International Workshop, CIA 2001, Modena, Italy, September 6-8, 2001, Proceedings. Lecture Notes in Computer Science 2182, Springer 2001, ISBN 3-540-42545-4 [contents]
2000
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Catholijn M. Jonker, Matthias Klusch, Jan Treur:
Design of Collaborative Information Agents. CIA 2000: 262-283
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Matthias Klusch, Larry Kerschberg:
Cooperative Information Agents IV, The Future of Information Agents in Cyberspace, 4th International Workshop, CIA 2000, Boston, MA, USA, July 7-9, 2000, Proceedings. Lecture Notes in Computer Science 1860, Springer 2000, ISBN 3-540-67703-8 [contents]
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Mokrane Bouzeghoub, Matthias Klusch, Werner Nutt, Ulrike Sattler:
Proceedings of the 7th International Workshop on Knowledge Representation meets Databases (KRDB 2000), Berlin, Germany, August 21, 2000. CEUR Workshop Proceedings 29, CEUR-WS.org 2000 [contents]

1990 – 1999

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1999
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Katia P. Sycara, Matthias Klusch, Seth Widoff, Jianguo Lu:
Dynamic Service Matchmaking Among Agents in Open Information Environments. SIGMOD Rec. 28(1): 47-53 (1999)
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Matthias Klusch, Onn Shehory, Gerhard Weiß:
Cooperative Information Agents III, Third International Workshop, CIA' 99, Uppsala, Sweden, July 31 - August 2, 1999, Proceedings. Lecture Notes in Computer Science 1652, Springer 1999, ISBN 3-540-55325-8 [contents]
1998
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Matthias Klusch:
Kooperative Informationsagenten im Internet. University of Kiel, Germany, Kovač 1998, ISBN 978-3-86064-746-2, pp. 1-200
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Matthias Klusch:
Kurzbericht von der VDI-98. Datenbank Rundbr. 21: 51-52 (1998)
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Matthias Klusch, Wolfgang Benn:
Intelligente Informationsagenten im Internet. Künstliche Intell. 12(3): 8-17 (1998)
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Javier Contreras, Matthias Klusch, Jerome Yen:
Multi-Agent Coalition Formation in Power Transmission Planning: A Bilateral Shapley Value Approach. AIPS 1998: 19-26
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Matthias Klusch, Gerhard Weiß:
Cooperative Information Agents II, Learning, Mobility and Electronic Commerce for Information Discovery on the Internet, Second International Workshop, CIA' 98, Paris, France, July 4-7, 1998, Proceedings. Lecture Notes in Computer Science 1435, Springer 1998, ISBN 3-540-64676-0 [contents]
1997
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Javier Contreras, Felix F. Wu, Matthias Klusch, Onn Shehory:
Coalition Formation in a Power Transmission Planning Environment. PAAM 1997: 335-352
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Peter Kandzia, Matthias Klusch:
Cooperative Information Agents, First International Workshop, CIA' 97, Kiel, Germany, February 26-28, 1997, Proceedings. Lecture Notes in Computer Science 1202, Springer 1997, ISBN 3-540-62591-7 [contents]
1996
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Matthias Klusch, Onn Shehory:
Coalition Formation Among Rational Information Agents. MAAMAW 1996: 204-217
1995
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Matthias Klusch:
Cooperative Recognition of Interdatabase Dependencies. ADBIS 1995: 255-265
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Matthias Klusch:
Coalition-Based Cooperation between Intelligent Agents for a Contextual Recognition of Interdatabase Dependencies. ICMAS 1995: 453
1994
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Matthias Klusch:
Towards a Federative Cell System FCSI for a Context-Based Recognition of Plausible Interdatabase Dependencies. Grundlagen von Datenbanken 1994: 87-91

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