Gerhard Weiss

Affiliations:
  • Maastricht University, Department of Data Science and Knowledge Engineering (DKE), The Netherlands


According to our database1, Gerhard Weiss authored at least 151 papers between 1989 and 2024.

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Bibliography

2024
ANOTO: Improving Automated Negotiation via Offline-to-Online Reinforcement Learning.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023
An effective negotiating agent framework based on deep offline reinforcement learning.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Transfer Reinforcement Learning Based Negotiating Agent Framework.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

2022
DDREL: From drug-drug relationships to drug repurposing.
Intell. Data Anal., 2022

FOREAL: RoBERTa Model for Fake News Detection based on Emotions.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021
SeMBlock: A semantic-aware meta-blocking approach for entity resolution.
Intell. Decis. Technol., 2021

MEGA: Predicting the best classifier combination using meta-learning and a genetic algorithm.
Intell. Data Anal., 2021

Biologically Inspired Semantic Lateral Connectivity for Convolutional Neural Networks.
CoRR, 2021

SIENA: Semi-automatic semantic enhancement of datasets using concept recognition.
J. Biomed. Semant., 2021

Can We Detect Harmony in Artistic Compositions? A Machine Learning Approach.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

Skeleton-Based Explainable Bodily Expressed Emotion Recognition Through Graph Convolutional Networks.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020
ADDI: Recommending alternatives for drug-drug interactions with negative health effects.
Comput. Biol. Medicine, 2020

Fake News Detection on Twitter Using Propagation Structures.
Proceedings of the Disinformation in Open Online Media, 2020

2019
Distant supervision of relation extraction in sparse data.
Intell. Data Anal., 2019

Adaptive Deep Learning of Cross-Domain Loss in Collaborative Filtering.
CoRR, 2019

A Neural Attention Model for Adaptive Learning of Social Friends' Preferences.
CoRR, 2019

ONECG: Online Negotiation Environment for Coalitional Games.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
Evaluating the Adoption of the Physical Board Game Ludo for Automated Assessments of Cognitive Abilities.
Proceedings of the Serious Games - 4th Joint International Conference, 2018

Towards Affect Recognition through Interactions with Learning Materials.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

2017
Machine learning techniques in eating behavior e-coaching - Balancing between generalization and personalization.
Pers. Ubiquitous Comput., 2017

Multi-Agent Parking Place Simulation.
Proceedings of the Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection, 2017

2016
On the prevalence of hierarchies in social networks.
Soc. Netw. Anal. Min., 2016

Entity resolution in disjoint graphs: An application on genealogical data.
Intell. Data Anal., 2016

ARWAR: A network approach for predicting Adverse Drug Reactions.
Comput. Biol. Medicine, 2016

Solving Negotiation Problems Against Unknown Opponents with Wisdom of Crowds.
Proceedings of the KI 2016: Advances in Artificial Intelligence, 2016

Enhancing Classification of Ecological Momentary Assessment Data Using Bagging and Boosting.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Enhancing Visual Clustering Using Adaptive Moving Self-Organizing Maps (AMSOM).
Proceedings of the Agents and Artificial Intelligence - 8th International Conference, 2016

AMSOM: Adaptive Moving Self-organizing Map for Clustering and Visualization.
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Bagged Boosted Trees for Classification of Ecological Momentary Assessment Data.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Utilizing Longitudinal Data to Build Decision Trees for Profile Building and Predicting Eating Behavior.
Proceedings of the International Conference on ENTERprise Information Systems/International Conference on Project MANagement/International Conference on Health and Social Care Information Systems and Technologies, 2016

2015
Factored four way conditional restricted Boltzmann machines for activity recognition.
Pattern Recognit. Lett., 2015

An approach to complex agent-based negotiations via effectively modeling unknown opponents.
Expert Syst. Appl., 2015

HiDER: Query-Driven Entity Resolution for Historical Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Toward Efficient Agreements in Real-Time Multilateral Agent-Based Negotiations.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Network Analysis of Ecological Momentary Assessment Data for Monitoring and Understanding Eating Behavior.
Proceedings of the Smart Health - International Conference, 2015

fNIRS-based BCI for Robot Control.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

On the Skewed Degree Distribution of Hierarchical Networks.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Multi-Source Entity Resolution for Genealogical Data.
Proceedings of the Population Reconstruction, 2015

2014
OMAC: A Discrete Wavelet Transformation Based Negotiation Agent.
Proceedings of the Novel Insights in Agent-based Complex Automated Negotiation, 2014

An Intelligent Agent for Bilateral Negotiation with Unknown Opponents in Continuous-Time Domains.
ACM Trans. Auton. Adapt. Syst., 2014

Transfer for Automated Negotiation.
Künstliche Intell., 2014

Automated Transfer for Reinforcement Learning Tasks.
Künstliche Intell., 2014

Robustness Analysis of Negotiation Strategies through Multiagent Learning in Repeated Negotiation Games.
Proceedings of the Multiagent System Technologies - 12th German Conference, 2014

Contextual Entity Resolution Approach for Genealogical Data.
Proceedings of the 16th LWA Workshops: KDML, 2014

Evaluating Practical Automated Negotiation Based on Spatial Evolutionary Game Theory.
Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014

Spatial evolutionary game-theoretic perspective on agent-based complex negotiations.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Influencing Social Networks: An Optimal Control Study.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Evolution of cooperation in arbitrary complex networks.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Using Transfer Learning to Model Unknown Opponents in Automated Negotiations.
Proceedings of the Recent Advances in Agent-based Complex Automated Negotiation [revised and extended papers from the 7th International Workshop on Agent-based Complex Automated Negotiation, 2014

Biologically inspired multi-robot foraging.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Effects of Evolution on the Emergence of Scale Free Networks.
Proceedings of the Fourteenth International Conference on the Simulation and Synthesis of Living Systems, 2014

Insect-Inspired Robot Coordination: Foraging and Coverage.
Proceedings of the Fourteenth International Conference on the Simulation and Synthesis of Living Systems, 2014

Theory of Cooperation in Complex Social Networks.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
An efficient automated negotiation strategy for complex environments.
Eng. Appl. Artif. Intell., 2013

How to Win RoboCup@Work? - The Swarmlab@Work Approach Revealed.
Proceedings of the RoboCup 2013: Robot World Cup XVII [papers from the 17th Annual RoboCup International Symposium, 2013

Automatically Mapped Transfer between Reinforcement Learning Tasks via Three-Way Restricted Boltzmann Machines.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Invited Keynote: Autonomous Systems Inspired by Biology.
Proceedings of the Multiagent System Technologies - 11th German Conference, 2013

Conditional Restricted Boltzmann Machines for Negotiations in Highly Competitive and Complex Domains.
Proceedings of the IJCAI 2013, 2013

Swarm-based evaluation of nonparametric SysML mechatronics system design.
Proceedings of the IEEE International Conference on Mechatronics, 2013

Stackelberg-based Coverage Approach in Nonconvex Environments.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

Evaluation of an Experimental Framework for Exploiting Vision in Swarm Robotics.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

A macroscopic model for multi-robot stigmergic coverage.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

StiCo in action.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Optimizing complex automated negotiation using sparse pseudo-input gaussian processes.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
Multiagent Learning: Basics, Challenges, and Prospects.
AI Mag., 2012

A brief introduction to agent mining.
Auton. Agents Multi Agent Syst., 2012

A Multi-robot Coverage Approach Based on Stigmergic Communication.
Proceedings of the Multiagent System Technologies - 10th German Conference, 2012

A Novel Strategy for Efficient Negotiation in Complex Environments.
Proceedings of the Multiagent System Technologies - 10th German Conference, 2012

An Efficient and Adaptive Approach to Negotiation in Complex Environments.
Proceedings of the ECAI 2012, 2012

Stigmergic coverage algorithm for multi-robot systems (demonstration).
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Reinforcement learning transfer via sparse coding.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
Reinforcement Learning Transfer Using a Sparse Coded Inter-task Mapping.
Proceedings of the Multi-Agent Systems - 9th European Workshop, 2011

Bee-inspired foraging in an embodied swarm.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
A Multiagent Architecture for 3D Rendering Optimization.
Appl. Artif. Intell., 2010

Image Mining for Intelligent Autonomous Coal Mining.
Proceedings of the Advances in Data Mining. 10th Industrial Conference, 2010

2009
Software Engineering - Processes and Tools.
Proceedings of the Hagenberg Research, 2009

2007
Specifying the intertwining of cooperation and autonomy in agent-based systems.
J. Netw. Comput. Appl., 2007

The Empirical Semantics Approach to Communication Structure Learning and Usage: Individualistic Vs. Systemic Views.
J. Artif. Soc. Soc. Simul., 2007

A MultiAgent System for Physically Based Rendering Optimization.
Proceedings of the Cooperative Information Agents XI, 11th International Workshop, 2007

A Generic Framework for Argumentation-Based Negotiation.
Proceedings of the Cooperative Information Agents XI, 11th International Workshop, 2007

A Multi-Agent Approach to Distributed Rendering Optimization.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Adaptiveness in Agent Communication: Application and Adaptation of Conversation Patterns.
Proceedings of the Agent Communication II, International Workshops on Agent Communication, 2006

2005
Agentenorientierte Softwareentwicklung - Methoden und Tools.
Xpert.press, Springer, ISBN: 978-3-540-26815-4, 2005

Integration of Ontologies and Knowledge from Distributed Autonomous Sources.
Künstliche Intell., 2005

Communication Attitudes: A Formal Approach to Ostensible Intentions, and Individual and Group Opinions.
Proceedings of the Third International Workshop on Logic and Communication in Multi-Agent Systems, 2005

Guest Editorial.
Eng. Appl. Artif. Intell., 2005

Expectation-oriented modeling.
Eng. Appl. Artif. Intell., 2005

Multi-Source Knowledge Bases and Ontologies with Multiple Individual and Social Viewpoints.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Multiagent Systems Without Agents - <i>Mirror-Holons</i> for the Compilation and Enactment of Communication Structures.
Proceedings of the Socionics - Scalability of Complex Social Systems, 2005

Communication Systems: A Unified Model of Socially Intelligent Systems.
Proceedings of the Socionics - Scalability of Complex Social Systems, 2005

An integrated framework for adaptive reasoning about conversation patterns.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

Acquiring and adapting probabilistic models of agent conversation.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

Practical Strategic Reasoning and Adaptation in Rational Argument-Based Negotiation.
Proceedings of the Argumentation in Multi-Agent Systems, Second International Workshop, 2005

Operational Modelling of Agent Autonomy: Theoretical Aspects and a Formal Language.
Proceedings of the Agent-Oriented Software Engineering VI, 6th International Workshop, 2005

2004
Spezifikation von Softwareautonomie.
Künstliche Intell., 2004

Towards a Unified Model of Sociality in Multiagent Systems.
ACIS Int. J. Comput. Inf. Sci., 2004

Social Annotation of Semantically Heterogeneous Knowledge.
Proceedings of the 4th International Workshop on Knowledge Markup and Semantic Annotation ( SemAnnot 2004 ) located at the 3rd International Semantic Web Conference ISWC 2004 8th November 2004, 2004

Open Ontologies - The Need for Modeling Heterogeneous Knowledge.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'04, 2004

Empirical-Rational Semantics of Agent Communication.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

Hierarchical Reinforcement Learning in Communication-Mediated Multiagent Coordination.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

Formulating Agent Communication Semantics and Pragmatics as Behavioral Expectations.
Proceedings of the Agent Communication, International Workshop on Agent Communication, 2004

2003
Towards a Unified Model of Socialitiy in Multiagent Systems.
Proceedings of the ACIS Fourth International Conference on Software Engineering, 2003

Indicators for Self-Diagnosis: Communication-Based Performance Measures.
Proceedings of the Multiagent System Technologies, First German Conference, 2003

A Framework for the Social Description of Resources in Open Environments.
Proceedings of the Cooperative Information Agents VII, 7th International Workshop, 2003

Capturing agent autonomy in roles and XML.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

Interaction is meaning: a new model for communication in open systems.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

Agent-Based Social Assessment of Shared Resources.
Proceedings of the Agents and Peer-to-Peer Computing, Second International Workshop, 2003

An Empirical Model of Communication in Multiagent Systems.
Proceedings of the Advances in Agent Communication, 2003

2002
A Schema for Specifying Computational Autonomy.
Proceedings of the Engineering Societies in the Agents World III, 2002

An approach to the analysis and design of multiagent systems based on interaction frames.
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002

Multiagent Learning for Open Systems: A Study in Opponent Classification.
Proceedings of the Adaptive Agents and Multi-Agent Systems: Adaptation and Multi-Agent Learning, 2002

2001
Agent orientation in software engineering.
Knowl. Eng. Rev., 2001

Agentenorientiertes Software Engineering - Aktuelles Schlagwort.
Inform. Spektrum, 2001

Antisocial Agents and Vickrey Auctions.
Proceedings of the Intelligent Agents VIII, 8th International Workshop, 2001

Expectation-Oriented Analysis and Design.
Proceedings of the Agent-Oriented Software Engineering II, Second International Workshop, 2001

Vicious strategies for Vickrey auctions.
Proceedings of the Fifth International Conference on Autonomous Agents, 2001

2000
A Multiagent Variant of Dyna-Q.
Proceedings of the 4th International Conference on Multi-Agent Systems, 2000

Cognition, Sociability, and Constraints.
Proceedings of the Balancing Reactivity and Social Deliberation in Multi-Agent Systems, 2000

Achieving Coordination through Combining Joint Planning and Joint Learning.
Proceedings of the ECAI 2000, 2000

Task Assignment in Multiagent Systems Based on Vickrey-Type Auctioning and Leveled Commitment Contracting.
Proceedings of the Cooperative Information Agents IV, 2000

An Architectural Framework for Integrated Multiagent Planning, Reacting, and Learning.
Proceedings of the Intelligent Agents VII. Agent Theories Architectures and Languages, 2000

Planning and learning together.
Proceedings of the Fourth International Conference on Autonomous Agents, 2000

1998
Guest Editorial.
Mach. Learn., 1998

Distributed artificial intelligence and machine learning-from coexistence to cooperation.
J. Exp. Theor. Artif. Intell., 1998

Agenten, Multiagentensysteme und Verteilte Künstliche Intelligenz - Eine einführende Literaturübersicht.
Informationstechnik Tech. Inform., 1998

Multi-Machine Scheduling - A Multi-Agent Learning Approach.
Proceedings of the Third International Conference on Multiagent Systems, 1998

Localization and On-Line Map Building for an Autonomous Mobile Robot.
Proceedings of the Sensor Based Intelligent Robots, International Workshop, Dagstuhl Castle, Germany, September 28, 1998

A Multiagent Perspective of Parallel and Distributed Machine Learning.
Proceedings of the Second International Conference on Autonomous Agents, 1998

1997
The Job Assignment Problem: A Study in Parallel and Distributed Machine Learning.
Proceedings of the Foundations of Computer Science: Potential - Theory, 1997

1996
An action-oriented perspective of learning in classifier systems.
J. Exp. Theor. Artif. Intell., 1996

Reader's Guide.
Proceedings of the Distributed Artificial Intelligence Meets Machine Learning, 1996

1995
Distributed reinforcement learning.
Robotics Auton. Syst., 1995

Adaptation and Learning in Multi-Agent Systems: Some Remarks and a Bibliography.
Proceedings of the Adaption and Learning in Multi-Agent Systems, 1995

Exploration, Navigation and Self-Localization in an Autonomous Mobile Robot.
Proceedings of the Autonome Mobile Systeme 1995, 11. Fachgespräch, Karlsruhe, 30. November, 1995

Distributed Machine Learning.
PhD thesis, 1995

1994
Keeping track of position and orientation of moving indoor systems by correlation of range-finder scans.
Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, 1994

Neural Networks and Evolutionary Computation. PartII: Hybrid Approaches in the Neurosciences.
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

Neural Networks and Evolutionary Computation. PartI: Hybrid Approaches in Artificial Intelligence.
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

Positions- und Orientierungsbestimmung von bewegten Systemen in Gebäuden durch Korrelation von Laserradardaten.
Proceedings of the Autonome Mobile Systeme 1994, 1994

Hierarchical Chunking in Classifier Systems.
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

1993
Learning to Coordinate Actions in Multi-Agent-Systems.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

Collective Learning of Action Sequences.
Proceedings of the 13th International Conference on Distributed Computing Systems, 1993

1992
Action selection and learning in multi-agent environments
Forschungsberichte, TU Munich, 1992

Collective learning and action coordination
Forschungsberichte, TU Munich, 1992

Learning the Goal Relevance of Actions in Classifler Systems.
Proceedings of the 10th European Conference on Artificial Intelligence, 1992

1991
Action oriented learning in classifier systems
Forschungsberichte, TU Munich, 1991

The action oriented bucket brigade
Forschungsberichte, TU Munich, 1991

Artificial life: Eine Einführung
Forschungsberichte, TU Munich, 1991

1990
Combining neural and evolutionary learning : aspects and approaches
Forschungsberichte, TU Munich, 1990

Artificial neural learning
Forschungsberichte, TU Munich, 1990

1989
Soziale Beherrschung des Technik-Einsatzes im Zahlungsverkehrssystem aus gewerkschaftlicher Sicht.
Proceedings of the Die Würde der Menschen ist unverNETZbar [5. Jahrestagung des Forums InformatikerInnen für Frieden und gesellschaftliche Verantwortung e.V., 1989


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