Matthias Klusch

Affiliations:
  • German Research Centre for Artificial Intelligence, DFKI, Saarbrücken, Germany


According to our database1, Matthias Klusch authored at least 145 papers between 1994 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2022
BILP-Q: quantum coalition structure generation.
Proceedings of the CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17, 2022

2021
EMIDAS: explainable social interaction-based pedestrian intention detection across street.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Towards a Versatile Intelligent Conversational Agent as Personal Assistant for Migrants.
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 2021

HAIL: Modular Agent-Based Pedestrian Imitation Learning.
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 2021

Pedestrian Behavior in Japan and Germany: A Review.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

2020
SIMP3: Social Interaction-Based Multi-Pedestrian Path Prediction By Self-Driving Cars.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

M2P3: multimodal multi-pedestrian path prediction by self-driving cars with egocentric vision.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

InfoSalGAIL: Visual Attention-empowered Imitation Learning of Pedestrian Behavior in Critical Traffic Scenarios.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

2019
Hybrid Online POMDP Planning and Deep Reinforcement Learning for Safer Self-Driving Cars.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

CriSGen: Constraint-Based Generation of Critical Scenarios for Autonomous Vehicles.
Proceedings of the Formal Methods. FM 2019 International Workshops, 2019

2018
Service Discovery.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Smart Process Optimization and Adaptive Execution with Semantic Services in Cloud Manufacturing <sup>†</sup>.
Inf., 2018

Semantic composition of optimal process service plans in manufacturing with ODERU.
Int. J. Web Inf. Syst., 2018

2017
ECOOP: Applying Dynamic Coalition Formation to the Power Regulation Problem in Smart Grids.
Comput. Intell., 2017

Integrated Semantic Fault Analysis and Worker Support for Cyber-Physical Production Systems.
Proceedings of the 19th IEEE Conference on Business Informatics, 2017

shopST: Flexible Job-Shop Scheduling with Agent-Based Simulated Trading.
Proceedings of the Multiagent System Technologies - 15th German Conference, 2017

ODERU: Optimisation of Semantic Service-Based Processes in Manufacturing.
Proceedings of the Knowledge Engineering and Semantic Web - 8th International Conference, 2017

QSMat: Query-Based Materialization for Efficient RDF Stream Processing.
Proceedings of the Knowledge Engineering and Semantic Web - 8th International Conference, 2017

Pattern-based semantic composition of optimal process service plans with ODERU.
Proceedings of the 19th International Conference on Information Integration and Web-based Applications & Services, 2017

Clustering Distributed Short Time Series with Dense Patterns.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

FCE4BPMN: On-demand QoS-based optimised process model execution in the cloud.
Proceedings of the International Conference on Engineering, Technology and Innovation, 2017

2016
Semantic Web Service Search: A Brief Survey.
Künstliche Intell., 2016

ASP-Driven BDI-Planning Agents in Virtual 3D Environments.
Proceedings of the Multiagent System Technologies - 14th German Conference, 2016

Privacy-Awareness of Distributed Data Clustering Algorithms Revisited.
Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016

CDM-Core: A Manufacturing Domain Ontology in OWL2 for Production and Maintenance.
Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 2: KEOD, Porto - Portugal, November 9, 2016

2015
ADIGE: semantic business process management for smart retail environments.
Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services, 2015

Accelerated Steiner Tree Problem Solving on GPU with CUDA.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

iCM-Hydraulic: semantics-empowered condition monitoring of hydraulic machines.
Proceedings of the 11th International Conference on Semantic Systems, 2015

Critical Node Detection Problem Solving on GPU and in the Cloud.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

SPSC: Efficient Composition of Semantic Services in Unstructured P2P Networks.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

2014
Service Discovery.
Encyclopedia of Social Network Analysis and Mining, 2014

A Collaborative VirtualWorkspace for Factory Configuration and Evaluation.
EAI Endorsed Trans. Collab. Comput., 2014

ICM-Wind: semantics-empowered fluid condition monitoring of wind turbines.
Proceedings of the Symposium on Applied Computing, 2014

MyMedia: mobile semantic peer-to-peer video search and live streaming.
Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, 2014

Agents and Semantics for Human Decision-Making.
Proceedings of the ICAART 2014, 2014

Towards Process Support for Cloud Manufacturing.
Proceedings of the 18th IEEE International Enterprise Distributed Object Computing Conference, 2014

2013
iRep3D: Efficient Semantic 3D Scene Retrieval.
Proceedings of the VISAPP 2013, 2013

Advanced Semantic Deep Search for 3D Scenes.
Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

S2P2P: Semantic Search in Unstructured Peer-to-Peer Networks.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

A collaborative virtual workspace for factory configuration and evaluation.
Proceedings of the 9th IEEE International Conference on Collaborative Computing: Networking, 2013

e COOP: Privacy-Preserving Dynamic Coalition Formation for Power Regulation in the Smart Grid.
Proceedings of the Agreement Technologies - Second International Conference, 2013

2012
The iSeM matchmaker: A flexible approach for adaptive hybrid semantic service selection.
J. Web Semant., 2012

Adaptive signature-based semantic selection of services with OWLS-MX3.
Multiagent Grid Syst., 2012

SocialSensor: sensing user generated input for improved media discovery and experience.
Proceedings of the 21st World Wide Web Conference, 2012

Density-Based Pattern Discovery in Distributed Time Series.
Proceedings of the Advances in Artificial Intelligence - SBIA 2012, 2012

Dynamic Semantic Data Replication for K-Random Search in Peer-to-Peer Networks.
Proceedings of the 11th IEEE International Symposium on Network Computing and Applications, 2012

BOCHICA: A Model-driven Framework for Engineering Multiagent Systems.
Proceedings of the ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 1, 2012

COV4SWS.KOM: Information Quality-Aware Matchmaking for Semantic Services.
Proceedings of the Semantic Web: Research and Applications, 2012

Semantic Indexing for Efficient Retrieval of Multimedia Data.
Proceedings of the Adaptive Multimedia Retrieval: Semantics, 2012

A development environment for engineering intelligent avatars for semantically-enhanced simulated realities (demonstration).
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Overview of the S3 Contest: Performance Evaluation of Semantic Service Matchmakers.
Proceedings of the Semantic Web Services, Advancement through Evaluation, 2012

Adaptive Hybrid Selection of Semantic Services: The iSeM Matchmaker.
Proceedings of the Semantic Web Services, Advancement through Evaluation, 2012

2011
Semantics and Agents for Intelligent Simulation and Collaboration in the 3D Internet.
Proceedings of the Seventh International Conference on Semantics Knowledge and Grid (SKG 2011), 2011

Monotonic Mixing of Decision Strategies for Agent-Based Bargaining.
Proceedings of the Multiagent System Technologies - 9th German Conference, 2011

Making Multiagent System Designs Reusable: A Model-Driven Approach.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011

2010
Adaptive Hybrid Semantic Selection of SAWSDL Services with SAWSDL-MX2.
Int. J. Semantic Web Inf. Syst., 2010

ISReal: An Open Platform for Semantic-Based 3D Simulations in the 3D Internet.
Proceedings of the Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, 2010

Intelligent Agents for Semantic Simulated Realities - The ISReal Platform.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 2, 2010

ISReal: A Platform for Intelligent Simulated Realities.
Proceedings of the Agents and Artificial Intelligence - Second International Conference, 2010

A multistage fuzzy decision approach for modelling adaptive negotiation strategies.
Proceedings of the FUZZ-IEEE 2010, 2010

iSeM: Approximated Reasoning for Adaptive Hybrid Selection of Semantic Services.
Proceedings of the Semantic Web: Research and Applications, 2010

On monotonic mixed tactics and strategies for multi-issue negotiation.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009
OWLS-MX: A hybrid Semantic Web service matchmaker for OWL-S services.
J. Web Semant., 2009

WSMO-MX: A hybrid Semantic Web service matchmaker.
Web Intell. Agent Syst., 2009

SAWSDL-MX2: A Machine-Learning Approach for Integrating Semantic Web Service Matchmaking Variants.
Proceedings of the IEEE International Conference on Web Services, 2009

Hybrid Adaptive Web Service Selection with SAWSDL-MX and WSDL-Analyzer.
Proceedings of the Semantic Web: Research and Applications, 2009

Multistage Fuzzy Decision Making in Bilateral Negotiation with Finite Termination Times.
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008
On the Evaluation of Semantic Web Service Frameworks.
Int. J. Semantic Web Inf. Syst., 2008

MDSM: A Model-Driven Approach to Semantic Service Selection for Collaborative Business Processes.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Model-Driven Semantic Service Matchmaking for Collaborative Business Processes.
Proceedings of the Second International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web, 2008

Semantic Web Service Selection with SAWSDL-MX.
Proceedings of the Second International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web, 2008

Deployed Semantic Services for the Common User of the Web: A Reality Check.
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

Hybrid Semantic Web Service Retrieval: A Case Study with OWLS-MX.
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

Evaluation of WSML Service Retrieval with WSMO-MX.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

Quantum Service Selection.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Toward Quantum Matchmaker Agents.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Integration of Multiagent Systems and Semantic Web Services on a Platform Independent Level.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Model-driven Approach to the Integration of Multiagent Systems and Semantic Web Services.
Proceedings of the Workshops Proceedings of the 12th International IEEE Enterprise Distributed Object Computing Conference, 2008

2007
Programming and simulation of quantum search agents.
Proceedings of the IEEE International Conference on Systems, 2007

Semantic Web Services in the Web: A Preliminary Reality Check.
Proceedings of the SMR<sup>2</sup> 2007 Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web (SMRR 2007) co-located with ISWC 2007 + ASWC 2007, 2007

Hybrid OWL-S Service Retrieval with OWLS-MX: Benefits and Pitfalls.
Proceedings of the SMR<sup>2</sup> 2007 Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web (SMRR 2007) co-located with ISWC 2007 + ASWC 2007, 2007

Performance of Hybrid WSML Service Matching with WSMO-MX: Preliminary Results.
Proceedings of the SMR<sup>2</sup> 2007 Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web (SMRR 2007) co-located with ISWC 2007 + ASWC 2007, 2007

Privacy-Preserving Discovery of Frequent Patterns in Time Series.
Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007

Privacy Preserving Pattern Discovery in Distributed Time Series.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

2006
Privacy-preserving agent-based distributed data clustering.
Web Intell. Agent Syst., 2006

Next-generation applications in healthcare digital libraries using semantic service composition and coordination.
Health Informatics J., 2006

Inference in distributed data clustering.
Eng. Appl. Artif. Intell., 2006

RS2D: Fast Adaptive Search for Semantic Web Services in Unstructured P2P Networks.
Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 2006

Risk Driven Semantic P2P Service Retrieval.
Proceedings of the Sixth IEEE International Conference on Peer-to-Peer Computing (P2P 2006), 2006

Fast Dynamic Re-planning of Composite OWL-S Services.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

Evaluation of Service Composition Planning with OWLS-XPlan.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

Fast Composition Planning of OWL-S Services and Application.
Proceedings of the Fourth IEEE European Conference on Web Services (ECOWS 2006), 2006

WSMO-MX: A Logic Programming Based Hybrid Service Matchmaker.
Proceedings of the Fourth IEEE European Conference on Web Services (ECOWS 2006), 2006

Context-aware Secure Service Composition Planning and Execution on E-Health Environments.
Proceedings of the European Conference on eHealth 2006, 2006

Information Flow Analysis Based Security Checking of Health Service Composition Plans.
Proceedings of the European Conference on eHealth 2006, 2006

Context-aware Service Coordination for Mobile e-Health Applications.
Proceedings of the European Conference on eHealth 2006, 2006

Risk-Bounded Formation of Fuzzy Coalitions Among Service Agents.
Proceedings of the Cooperative Information Agents X, 10th International Workshop, 2006

Automated semantic web service discovery with OWLS-MX.
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

2005
Distributed data mining and agents.
Eng. Appl. Artif. Intell., 2005

Preface of the special section on selected best papers of the Ninth International Workshop on Cooperative Information Agents (CIA-2004).
Eng. Appl. Artif. Intell., 2005

CASCOM: Context-Aware Service Co-ordination in Mobile P2P Environments.
Proceedings of the Multiagent System Technologies, Third German Conference, 2005

BSCA-P: Privacy Preserving Coalition Formation.
Proceedings of the Multiagent System Technologies, Third German Conference, 2005

BSCA-F: E.cient Fuzzy Valued Stable Coalition Forming Among Agents.
Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005

Coordination of quantum internet agents.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

Trusted kernel-based coalition formation.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

Semantic Web Service Composition Planning with OWLS-Xplan.
Proceedings of the Agents and the Semantic Web, 2005

OWLS-MX: Hybrid OWL-S Service Matchmaking.
Proceedings of the Agents and the Semantic Web, 2005

2004
AGRICOLA - Agenten für mobile Planungsdienste in der Landwirtschaft.
Künstliche Intell., 2004

Inference Attacks in Peer-to-Peer Homogeneous Distributed Data Mining.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Toward Intelligent Agents on Quantum Computers.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

On Safe Kernel Stable Coalition Forming among Agents.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

2003
Supply web co-ordination by an agent-based trading network with integrated logistics services.
Electron. Commer. Res. Appl., 2003

Distributed Clustering Based on Sampling Local Density Estimates.
Proceedings of the IJCAI-03, 2003

The Role of Agents in Distributed Data Mining: Issues and Benefits.
Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003

Issues of agent-based distributed data mining.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

Toward Quantum Computational Agents.
Proceedings of the Agents and Computational Autonomy - Potential, Risks, and Solutions - Postproceedings of the 1st International Workshop on Computational Autonomy, 2003

Forming dynamic coalitions of rational agents by use of the DCF-S scheme.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

Fuzzy kernel-stable coalitions between rational agents.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

Agent-Based Distributed Data Mining: The KDEC Scheme.
Proceedings of the Intelligent Information Agents - The AgentLink Perspective, 2003

European Research and Development of Intelligent Information Agents: The AgentLink Perspective.
Proceedings of the Intelligent Information Agents - The AgentLink Perspective, 2003

2002
Cooperative Information Agents: Best Papers of CIA 2001 Guest Editors' Introduction.
Int. J. Cooperative Inf. Syst., 2002

Dynamic Coalition Formation among Rational Agents.
IEEE Intell. Syst., 2002

Agent-Based Integrated Services for Timber Production and Sales.
IEEE Intell. Syst., 2002

Intelligent Systems: Agent-Based Integrated Services for Timber Production and Sales.
IEEE Distributed Syst. Online, 2002

Larks: Dynamic Matchmaking Among Heterogeneous Software Agents in Cyberspace.
Auton. Agents Multi Agent Syst., 2002

An Agent-Based Approach for Integrating Logistics Services into a B2B Marketplace.
Proceedings of the International Conference on Internet Computing, 2002

CASA: a distributed holonic multiagent architecture for timber production.
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002

2001
Information Agents: Theory and Applications - Guest Editor's Introduction.
Int. J. Cooperative Inf. Syst., 2001

Towards Secure Mobile Multiagent Based Electronic Marketplace Systems.
Electron. Notes Theor. Comput. Sci., 2001

Information agent technology for the Internet: A survey.
Data Knowl. Eng., 2001

Towards a definition of robustness for market-style open multi-agent systems.
Proceedings of the Fifth International Conference on Autonomous Agents, 2001

Holonic agents for the coordination of supply webs.
Proceedings of the Fifth International Conference on Autonomous Agents, 2001

Preface: Coordination of Internet Agents.
Proceedings of the Coordination of Internet Agents: Models, Technologies, and Applications, 2001

Brokering and Matchmaking for Coordination of Agent Societies: A Survey.
Proceedings of the Coordination of Internet Agents: Models, Technologies, and Applications, 2001

High-Level Enabling Coordination Technologies, Introduction.
Proceedings of the Coordination of Internet Agents: Models, Technologies, and Applications, 2001

2000
Design of Collaborative Information Agents.
Proceedings of the Cooperative Information Agents IV, 2000

1999
Dynamic Service Matchmaking Among Agents in Open Information Environments.
SIGMOD Rec., 1999

1998
Kooperative Informationsagenten im Internet.
PhD thesis, 1998

Intelligente Informationsagenten im Internet.
Künstliche Intell., 1998

Kurzbericht von der VDI-98.
Datenbank Rundbr., 1998

Multi-Agent Coalition Formation in Power Transmission Planning: A Bilateral Shapley Value Approach.
Proceedings of the Fourth International Conference on Artificial Intelligence Planning Systems, 1998

1996
Coalition Formation Among Rational Information Agents.
Proceedings of the Agents Breaking Away, 1996

1995
Coalition-Based Cooperation between Intelligent Agents for a Contextual Recognition of Interdatabase Dependencies.
Proceedings of the First International Conference on Multiagent Systems, 1995

Cooperative Recognition of Interdatabase Dependencies.
Proceedings of the Advances in Databases and Information Systems, 1995

1994
Towards a Federative Cell System FCSI for a Context-Based Recognition of Plausible Interdatabase Dependencies.
Proceedings of the Kurzfassungen 6. Workshop Grundlagen von Datenbanken, 1994


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