Matthias Klusch

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 40

Top Venues

CoRR

PAAMS

SAC

University of Kiel, Germany (PHD)

Education History

University of Kiel, Germany

PHD

Publications

Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
Qubit-efficient Variational Quantum Algorithms for Image Segmentation. CoRR (2024)
Antonio Macaluso, Matthias Klusch, Stefano Lodi, Claudio Sartori
MAQA: A Quantum Framework for Supervised Learning. CoRR (2023)
Antonio Macaluso, Matthias Klusch, Stefano Lodi, Claudio Sartori
MAQA: a quantum framework for supervised learning. Quantum Inf. Process. 22 (3) (2023)
Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch
QuACS: Variational Quantum Algorithm for Coalition Structure Generation in Induced Subgraph Games. CF (2023)
Dikshant Gupta, Matthias Klusch
HyLEAR: Hybrid Deep Reinforcement Learning and Planning for Safe and Comfortable Automated Driving. IV (2023)
Dikshant Gupta, Matthias Klusch
Hybrid Deep Reinforcement Learning and Planning for Safe and Comfortable Automated Driving. CoRR (2023)
Akash Sinha, Antonio Macaluso, Matthias Klusch
Nav-Q: Quantum Deep Reinforcement Learning for Collision-Free Navigation of Self-Driving Cars. CoRR (2023)
Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch
QuACS: Variational Quantum Algorithm for Coalition Structure Generation in Induced Subgraph Games. CoRR (2023)
Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation. CoRR (2023)
Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch
GCS-Q: Quantum Graph Coalition Structure Generation. ICCS (5) (2023)
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)
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)
Antonio Macaluso, Filippo Orazi, Matthias Klusch, Stefano Lodi, Claudio Sartori
A Variational Algorithm for Quantum Single Layer Perceptron. LOD (2) (2022)
Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch
GCS-Q: Quantum Graph Coalition Structure Generation. CoRR (2022)
Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch
BILP-Q: Quantum Coalition Structure Generation. CoRR (2022)
Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch
BILP-Q: quantum coalition structure generation. CF (2022)
Nora Muscholl, Matthias Klusch, Patrick Gebhard, Tanja Schneeberger
EMIDAS: explainable social interaction-based pedestrian intention detection across street. SAC (2021)
André Antakli, Igor Vozniak, Nils Lipp, Matthias Klusch, Christian Müller
HAIL: Modular Agent-Based Pedestrian Imitation Learning. PAAMS (2021)
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)
Lorena Hell, Janis Sprenger, Matthias Klusch, Yoshiyuki Kobayashi, Christian Müller
Pedestrian Behavior in Japan and Germany: A Review. IV (2021)
Nora Muscholl, Atanas Poibrenski, Matthias Klusch, Patrick Gebhard
SIMP3: Social Interaction-Based Multi-Pedestrian Path Prediction By Self-Driving Cars. SSCI (2020)
Igor Vozniak, Matthias Klusch, André Antakli, Christian Müller
InfoSalGAIL: Visual Attention-empowered Imitation Learning of Pedestrian Behavior in Critical Traffic Scenarios. IJCCI (2020)
Atanas Poibrenski, Matthias Klusch, Igor Vozniak, Christian Müller
M2P3: multimodal multi-pedestrian path prediction by self-driving cars with egocentric vision. SAC (2020)
Matthias Klusch, Frithjof Nagel, Ingo J. Timm
Künstliche-Intelligenz-Forschung - Zehn Innovationen aus Deutschland. LOG IN 40 (1) (2020)
Florian Pusse, Matthias Klusch
Hybrid Online POMDP Planning and Deep Reinforcement Learning for Safer Self-Driving Cars. IV (2019)
Andreas Nonnengart, Matthias Klusch, Christian Müller
CriSGen: Constraint-Based Generation of Critical Scenarios for Autonomous Vehicles. FM Workshops (1) (2019)
Luca Mazzola, Philipp Waibel, Patrick Kapahnke, Matthias Klusch
. Inf. 9 (11) (2018)
Luca Mazzola, Patrick Kapahnke, Matthias Klusch
Semantic composition of optimal process service plans in manufacturing with ODERU. Int. J. Web Inf. Syst. 14 (4) (2018)
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)
Radu-Casian Mihailescu, Sascha Ossowski, Matthias Klusch
ECOOP: Applying Dynamic Coalition Formation to the Power Regulation Problem in Smart Grids. Comput. Intell. 33 (3) (2017)
Frank Yukio Nedwed, Ingo Zinnikus, Maxat Nukhayev, Matthias Klusch, Luca Mazzola
shopST: Flexible Job-Shop Scheduling with Agent-Based Simulated Trading. MATES (2017)
Christian Mathieu, Matthias Klusch, Birte Glimm
QSMat: Query-Based Materialization for Efficient RDF Stream Processing. KESW (2017)
Luca Mazzola, Patrick Kapahnke, Matthias Klusch
Pattern-based semantic composition of optimal process service plans with ODERU. iiWAS (2017)
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)
Josenildo Costa da Silva, Gustavo H. B. S. Oliveira, Stefano Lodi, Matthias Klusch
Clustering Distributed Short Time Series with Dense Patterns. ICMLA (2017)
Luca Mazzola, Patrick Kapahnke, Matthias Klusch
ODERU: Optimisation of Semantic Service-Based Processes in Manufacturing. KESW (2017)
André Antakli, Ingo Zinnikus, Matthias Klusch
ASP-Driven BDI-Planning Agents in Virtual 3D Environments. MATES (2016)
Luca Mazzola, Patrick Kapahnke, Marko Vujic, Matthias Klusch
CDM-Core: A Manufacturing Domain Ontology in OWL2 for Production and Maintenance. KEOD (2016)
Matthias Klusch, Patrick Kapahnke, Stefan Schulte, Freddy Lécué, Abraham Bernstein
Semantic Web Service Search: A Brief Survey. Künstliche Intell. 30 (2) (2016)
Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi
Privacy-Awareness of Distributed Data Clustering Algorithms Revisited. IDA (2016)
Matthias Klusch, Ankush Prabhu Meshram, Andreas Schütze, Nikolai Helwig
iCM-Hydraulic: semantics-empowered condition monitoring of hydraulic machines. SEMANTiCS (2015)
Xiaoqi Cao, Patrick Kapahnke, Matthias Klusch
SPSC: Efficient Composition of Semantic Services in Unstructured P2P Networks. ESWC (2015)
Gerrit Kahl, Matthias Klusch, Ingo Zinnikus, Jens Schimmelpfennig, Manuel Zapp
ADIGE: semantic business process management for smart retail environments. iiWAS (2015)
Cholpon Degenbaeva, Matthias Klusch
Critical Node Detection Problem Solving on GPU and in the Cloud. HPCC/CSS/ICESS (2015)
Christian Mathieu, Matthias Klusch
Accelerated Steiner Tree Problem Solving on GPU with CUDA. ICA3PP (2) (2015)
Matthias Klusch, Ankush Prabhu Meshram, Patrick Kapahnke, Andreas Schütze
ICM-Wind: semantics-empowered fluid condition monitoring of wind turbines. SAC (2014)
Matthias Klusch
Agents and Semantics for Human Decision-Making. ICAART (1) (2014)
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)
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) (2014)
Stefan Schulte, Philipp Hoenisch, Christoph Hochreiner, Schahram Dustdar, Matthias Klusch, Dieter Schuller
Towards Process Support for Cloud Manufacturing. EDOC (2014)
Xiaoqi Cao, Matthias Klusch
S2P2P: Semantic Search in Unstructured Peer-to-Peer Networks. HPCC/EUC (2013)
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)
Radu-Casian Mihailescu, Matthias Klusch, Sascha Ossowski
e COOP: Privacy-Preserving Dynamic Coalition Formation for Power Regulation in the Smart Grid. AT (2013)
Xiaoqi Cao, Matthias Klusch
Advanced Semantic Deep Search for 3D Scenes. ICSC (2013)
Xiaoqi Cao, Matthias Klusch
iRep3D: Efficient Semantic 3D Scene Retrieval. VISAPP (2) (2013)
Xiaoqi Cao, Matthias Klusch
Dynamic Semantic Data Replication for K-Random Search in Peer-to-Peer Networks. NCA (2012)
Matthias Klusch, Patrick Kapahnke
The iSeM matchmaker: A flexible approach for adaptive hybrid semantic service selection. J. Web Semant. 15 (2012)
Stefan Warwas, Klaus Fischer, Matthias Klusch, Philipp Slusallek
BOCHICA: A Model-driven Framework for Engineering Multiagent Systems. ICAART (1) (2012)
Stefan Warwas, Matthias Klusch, Klaus Fischer, Philipp Slusallek
A development environment for engineering intelligent avatars for semantically-enhanced simulated realities (demonstration). AAMAS (2012)
Matthias Klusch, Patrick Kapahnke
Adaptive signature-based semantic selection of services with OWLS-MX3. Multiagent Grid Syst. 8 (1) (2012)
Stefan Schulte, Ulrich Lampe, Matthias Klusch, Ralf Steinmetz
COV4SWS.KOM: Information Quality-Aware Matchmaking for Semantic Services. ESWC (2012)
Xiaoqi Cao, Matthias Klusch
Semantic Indexing for Efficient Retrieval of Multimedia Data. Adaptive Multimedia Retrieval (2012)
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)
Josenildo Costa da Silva, Gustavo H. B. Oliveira, Omar Andrés Carmona Cortes, Matthias Klusch
Density-Based Pattern Discovery in Distributed Time Series. SBIA (2012)
Jan Richter, Matthias Klusch, Ryszard Kowalczyk
Monotonic Mixing of Decision Strategies for Agent-Based Bargaining. MATES (2011)
Matthias Klusch, Xiaoqi Cao, Patrick Kapahnke, Stefan Warwas
Semantics and Agents for Intelligent Simulation and Collaboration in the 3D Internet. SKG (2011)
Stefan Warwas, Matthias Klusch
Making Multiagent System Designs Reusable: A Model-Driven Approach. IAT (2011)
Matthias Klusch, Patrick Kapahnke
iSeM: Approximated Reasoning for Adaptive Hybrid Selection of Semantic Services. ICSC (2010)
Matthias Klusch, Patrick Kapahnke, Ingo Zinnikus
Adaptive Hybrid Semantic Selection of SAWSDL Services with SAWSDL-MX2. Int. J. Semantic Web Inf. Syst. 6 (4) (2010)
Jan Richter, Matthias Klusch, Ryszard Kowalczyk
A multistage fuzzy decision approach for modelling adaptive negotiation strategies. FUZZ-IEEE (2010)
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)
Jan Richter, Matthias Klusch, Ryszard Kowalczyk
On monotonic mixed tactics and strategies for multi-issue negotiation. AAMAS (2010)
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)
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)
Matthias Klusch, Patrick Kapahnke
iSeM: Approximated Reasoning for Adaptive Hybrid Selection of Semantic Services. ESWC (2) (2010)
Matthias Klusch, Patrick Kapahnke, Ingo Zinnikus
SAWSDL-MX2: A Machine-Learning Approach for Integrating Semantic Web Service Matchmaking Variants. ICWS (2009)
Matthias Klusch, Benedikt Fries, Katia P. Sycara
OWLS-MX: A hybrid Semantic Web service matchmaker for OWL-S services. J. Web Semant. 7 (2) (2009)
Jan Richter, Ryszard Kowalczyk, Matthias Klusch
Multistage Fuzzy Decision Making in Bilateral Negotiation with Finite Termination Times. Australasian Conference on Artificial Intelligence (2009)
Matthias Klusch, Patrick Kapahnke, Ingo Zinnikus
Hybrid Adaptive Web Service Selection with SAWSDL-MX and WSDL-Analyzer. ESWC (2009)
Matthias Klusch, Frank Kaufer
WSMO-MX: A hybrid Semantic Web service matchmaker. Web Intell. Agent Syst. 7 (1) (2009)
Matthias Klusch
Toward Quantum Matchmaker Agents. IAT (2008)
Matthias Klusch, Stefan Nesbigall, Ingo Zinnikus
Model-Driven Semantic Service Matchmaking for Collaborative Business Processes. SMRR (2008)
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) (2008)
Matthias Klusch, René Schubotz
Quantum Service Selection. IAT (2008)
Matthias Klusch, Xiguo Zhing
Deployed Semantic Services for the Common User of the Web: A Reality Check. ICSC (2008)
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)
Matthias Klusch, Patrick Kapahnke
Semantic Web Service Selection with SAWSDL-MX. SMRR (2008)
Matthias Klusch, Patrick Kapahnke, Frank Kaufer
Evaluation of WSML Service Retrieval with WSMO-MX. ICWS (2008)
Matthias Klusch, Stefan Nesbigall, Ingo Zinnikus
MDSM: A Model-Driven Approach to Semantic Service Selection for Collaborative Business Processes. Web Intelligence (2008)
Matthias Klusch, Patrick Kapahnke, Benedikt Fries
Hybrid Semantic Web Service Retrieval: A Case Study with OWLS-MX. ICSC (2008)
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)
Matthias Klusch, Benedikt Fries
Hybrid OWL-S Service Retrieval with OWLS-MX: Benefits and Pitfalls. SMRR (2007)
Frank Kaufer, Matthias Klusch
Performance of Hybrid WSML Service Matching with WSMO-MX: Preliminary Results. SMRR (2007)
Josenildo Costa da Silva, Matthias Klusch
Privacy-Preserving Discovery of Frequent Patterns in Time Series. ICDM (2007)
Josenildo Costa da Silva, Matthias Klusch
Privacy Preserving Pattern Discovery in Distributed Time Series. ICDE Workshops (2007)
Matthias Klusch, Zhiguo Xing
Semantic Web Services in the Web: A Preliminary Reality Check. SMRR (2007)
Matthias Klusch, René Schubotz
Programming and simulation of quantum search agents. SMC (2007)
Matthias Klusch, René Schubotz
Programming and simulation of quantum search agents. AAMAS (2007)
Matthias Klusch, Andreas Gerber
Fast Composition Planning of OWL-S Services and Application. ECOWS (2006)
Bastian Blankenburg, Minghua He, Matthias Klusch, Nicholas R. Jennings
Risk-Bounded Formation of Fuzzy Coalitions Among Service Agents. CIA (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matthias Klusch