Matthias Nickles

Orcid: 0000-0002-9194-6197

According to our database1, Matthias Nickles authored at least 67 papers between 2001 and 2023.

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Bibliography

2023
Federated Learning as a Privacy Solution - An Overview.
Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Exploring Abductive Reasoning in Language Models for Data-to-Text Generation.
Proceedings of the 31st Irish Conference on Artificial Intelligence and Cognitive Science, 2023

Empowering Federated Learning: Tackling Client Drift and Resource Constraints with Knowledge Distillation by Combining Losses.
Proceedings of the 31st Irish Conference on Artificial Intelligence and Cognitive Science, 2023

2021
Drug Similarity and Link Prediction Using Graph Embeddings on Medical Knowledge Graphs.
CoRR, 2021

diff-SAT - A Software for Sampling and Probabilistic Reasoning for SAT and Answer Set Programming.
CoRR, 2021

2020
Simple Question Answering Over a Domain-Specific Knowledge Graph using BERT by Transfer Learning.
Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, 2020

2019
Embedding cardinality constraints in neural link predictors.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

2018
Statistical Relation Cardinality Bounds in Knowledge Bases.
Trans. Large Scale Data Knowl. Centered Syst., 2018

Special issue on "Uncertainty Reasoning for the Web".
Int. J. Approx. Reason., 2018

Differentiable Satisfiability and Differentiable Answer Set Programming for Sampling-Based Multi-Model Optimization.
CoRR, 2018

Distribution-Aware Sampling of Answer Sets.
Proceedings of the Scalable Uncertainty Management - 12th International Conference, 2018

Differentiable SAT/ASP.
Proceedings of the 5th International Workshop on Probabilistic Logic Programming, 2018

Sampling-Based SAT/ASP Multi-model Optimization as a Framework for Probabilistic Inference.
Proceedings of the Inductive Logic Programming - 28th International Conference, 2018

2017
Mining Cardinalities from Knowledge Bases.
Proceedings of the Database and Expert Systems Applications, 2017

Supervised and Unsupervised Approaches to the Ontology-Based Disambiguation of JSON Documents.
Proceedings of the 25th Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Ireland, December 7, 2017

2016
PrASP Report.
CoRR, 2016

A Tool for Probabilistic Reasoning Based on Logic Programming and First-Order Theories Under Stable Model Semantics.
Proceedings of the Logics in Artificial Intelligence - 15th European Conference, 2016

2015
A System for Probabilistic Inductive Answer Set Programming.
Proceedings of the Scalable Uncertainty Management - 9th International Conference, 2015

A Hybrid Approach to Inference in Probabilistic Non-Monotonic Logic Programming.
Proceedings of the 2nd International Workshop on Probabilistic Logic Programming co-located with 31st International Conference on Logic Programming (ICLP 2015), 2015

Interactive Relational Reinforcement Learning of Concept Semantics (Extended Abstract).
Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, 2015

2014
Interactive relational reinforcement learning of concept semantics.
Mach. Learn., 2014

Probabilistic Inductive Logic Programming Based on Answer Set Programming.
CoRR, 2014

Web Stream Reasoning Using Probabilistic Answer Set Programming.
Proceedings of the Web Reasoning and Rule Systems - 8th International Conference, 2014

Functional-Logic Programming for Web Knowledge Representation, Sharing and Querying.
Proceedings of the Knowledge Engineering and Knowledge Management, 2014

2012
A System for the Use of Answer Set Programming in Reinforcement Learning.
Proceedings of the Logics in Artificial Intelligence - 13th European Conference, 2012

2011
Statistical relational learning of trust.
Mach. Learn., 2011

Integrating Relational Reinforcement Learning with Reasoning about Actions and Change.
Proceedings of the Inductive Logic Programming - 21st International Conference, 2011

2009
Approaches to Uncertain or Imprecise Rules - A Survey.
Proceedings of the Rule Interchange and Applications, International Symposium, 2009

Statistical Relational Learning with Formal Ontologies.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Partially Observable Markov Decision Processes with Behavioral Norms.
Proceedings of the Normative Multi-Agent Systems, 15.03. - 20.03.2009, 2009

2008
An Approach to Description Logic with Support for Propositional Attitudes and Belief Fusion.
Proceedings of the Uncertainty Reasoning for the Semantic Web I, 2008

A statistical relational model for trust learning.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Argumentation- vs. Proposal-Based Negotiation: An Empirical Case Study on the Basis of Game-Theoretic Solution Concepts.
Proceedings of the Argumentation in Multi-Agent Systems, Fifth International Workshop, 2008

2007
ISWC 2006 (Semantic Web Conference).
Künstliche Intell., 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

Social acquisition of ontologies from communication processes.
Appl. Ontology, 2007

Towards a Logic of Graded Normativity and Norm Adherence.
Proceedings of the Normative Multi-agent Systems, 18.03. - 23.03.2007, 2007

Learning Initial Trust Among Interacting Agents.
Proceedings of the Cooperative Information Agents XI, 11th International Workshop, 2007

2006
Communication structures of open multiagent systems.
PhD thesis, 2006

Social Contexts and the Probabilistic Fusion and Ranking of Opinions: Towards a Social Semantics for the Semantic Web.
Proceedings of the Second ISWC Workshop on Uncertainty Reasoning for the Semantic Web, 2006

Modeling Social Attitudes on the Web.
Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 2006

A New Semantics for the FIPA Agent Communication Language Based on Social Attitudes.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

Computational Opinions.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

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

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

Communication Attitudes: A Formal Account of Ostensible Beliefs and Intentions.
Proceedings of the EUMAS 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

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

AAMAS 2004.
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

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

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

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


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