Gregor Pavlin
Orcid: 0000-0002-5465-008X
According to our database1,
Gregor Pavlin
authored at least 71 papers
between 2000 and 2024.
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Bibliography
2024
A Secure Information Management and Interoperability Framework: Enabling Distributed Fusion Engines for Military IoT Applications.
Proceedings of the International Conference on Military Communication and Information Systems, 2024
A Qualitative Causal Approach to Determining Adequate Training Data Quantity for Machine Learning.
Proceedings of the 27th International Conference on Information Fusion, 2024
2023
Qualitative Models of Data Generation Processes: Facilitating Data-Intensive AI Solutions.
Proceedings of the 26th International Conference on Information Fusion, 2023
Uncertain about ChatGPT: enabling the uncertainty evaluation of large language models.
Proceedings of the 26th International Conference on Information Fusion, 2023
Proceedings of the 26th International Conference on Information Fusion, 2023
2022
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022
Continuous Model Evaluation and Adaptation to Distribution Shifts: A Probabilistic Self-Supervised Approach.
Proceedings of the 25th International Conference on Information Fusion, 2022
Particle-balanced context-based filtering for hypothesis maintenance in sparse sensor coverage situations.
Proceedings of the 25th International Conference on Information Fusion, 2022
2021
Uncertainty Evaluation of Temporal Trust in a Fusion System Using the URREF Ontology.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021
Relations Between Explainability, Evaluation and Trust in AI-Based Information Fusion Systems.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021
2020
Context-Based Vessel Trajectory Forecasting: A Probabilistic Approach Combining Dynamic Bayesian Networks with an Auxiliary Position Determination Process.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020
2019
Online System Evaluation and Learning of Data Source Models: a Probabilistic Generative Approach.
Proceedings of the 22th International Conference on Information Fusion, 2019
2018
Towards the Rational Development and Evaluation of Complex Fusion Systems: A URREF-Driven Approach.
Proceedings of the 21st International Conference on Information Fusion, 2018
Proceedings of the 21st International Conference on Information Fusion, 2018
2017
A hybrid approach to decision making and information fusion: Combining humans and artificial agents.
Robotics Auton. Syst., 2017
Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017
Proceedings of the 20th International Conference on Information Fusion, 2017
Evaluation metrics for the practical application of URREF ontology: An illustration on data criteria.
Proceedings of the 20th International Conference on Information Fusion, 2017
2016
Proceedings of the ICEIS 2016, 2016
Construction and evaluation of Bayesian networks with expert-defined latent variables.
Proceedings of the 19th International Conference on Information Fusion, 2016
Uncertainty evaluation of data and information fusion within the context of the decision loop.
Proceedings of the 19th International Conference on Information Fusion, 2016
Evaluation of a canonical model approach to probabilistic data association in tracking with particle filters.
Proceedings of the 19th International Conference on Information Fusion, 2016
Proceedings of the 19th International Conference on Information Fusion, 2016
2015
Uncertainty representation, quantification and evaluation for data and information fusion.
Proceedings of the 18th International Conference on Information Fusion, 2015
Proceedings of the 18th International Conference on Information Fusion, 2015
Multi-Agent Target Tracking using Particle Filters enhanced with Context Data: (Demonstration).
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
2014
Proceedings of the 17th International Conference on Information Fusion, 2014
A framework for inferring predictive distributions of rhino poaching events through causal modelling.
Proceedings of the 17th International Conference on Information Fusion, 2014
2013
Proceedings of the 16th International Conference on Information Fusion, 2013
2012
Multi-Agent Systems, Ontologies and Negotiation for Dynamic Service Composition in Multi-Organizational Environmental Management.
Proceedings of the Software Agents, Agent Systems and Their Applications, 2012
Towards Characterizing Distributed Complex Situation Assessment as Workflows in Loosely Coupled Systems.
Proceedings of the Intelligent Distributed Computing VI - Proceedings of the 6th International Symposium on Intelligent Distributed Computing, 2012
2011
A Collaborative Approach to Construction of Large Scale Distributed Reasoning Systems.
Int. J. Artif. Intell. Tools, 2011
Using Negotiation for Dynamic Composition of Services in Multi-organizational Environmental Management.
Proceedings of the Environmental Software Systems. Frameworks of eEnvironment, 2011
Augmenting Semantics to Distributed Agents Logs - Enabling Graphical After Action Analysis of Federated Agents Logs.
Proceedings of the KEOD 2011, 2011
Proceedings of the 14th International Conference on Information Fusion, 2011
Dynamic process integration framework: A novel approach to efficient implementation of robust distributed information fusion systems.
Proceedings of the 14th International Conference on Information Fusion, 2011
ICT solutions supporting collaborative information acquisition, situation assessment and decision making in contemporary environmental management problems: the DIADEM approach.
Proceedings of the Innovations in Sharing Environmental Observations and Information: Proceedings of the 25th International Conference on Informatics for Environmental Protection, 2011
Proceedings of the 2011 ACM Conference on Computer Supported Cooperative Work, 2011
2010
A Distributed Approach to Gas Detection and Source Localization Using Heterogeneous Information.
Proceedings of the Interactive Collaborative Information Systems, 2010
Dynamic Process Integration Framework: Toward Efficient Information Processing in Complex Distributed Systems.
Informatica (Slovenia), 2010
Inf. Fusion, 2010
The Evaluation of Empathy, Autonomy and Touch to Inform the Design of an Environmental Monitoring Robot.
Proceedings of the Social Robotics - Second International Conference on Social Robotics, 2010
Culturally adaptive mobile agent dialogue to communicate with people in crisis recovery.
Proceedings of the 3rd international conference on Intercultural collaboration, 2010
An intelligent decision support system for decision making under uncertainty in distributed reasoning frameworks.
Proceedings of the 7th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2010
Design and Implementation of a Service Negotiation Framework for Collaborative Disaster Management Applications.
Proceedings of the 2nd International Conference on Intelligent Networking and Collaborative Systems, 2010
Proceedings of the Intelligent Distributed Computing IV - Proceedings of the 4th International Symposium on Intelligent Distributed Computing, 2010
Proceedings of the 13th Conference on Information Fusion, 2010
A new Approach to Collaborative Information Processing in Complex Environmental Management Problems.
Proceedings of the Workshop "Environmental Information Systems and Services, 2010
2009
Proceedings of the Logic, Language, and Computation, 2009
'Do you smell rotten eggs?': evaluating interactions with mobile agents in crisis response situations.
Proceedings of the 11th Conference on Human-Computer Interaction with Mobile Devices and Services, 2009
Proceedings of the Intelligent Distributed Computing III, Proceedings of the 3rd International Symposium on Intelligent Distributed Computing, 2009
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2009
Integrating distributed Bayesian inference and reinforcement learning for sensor management.
Proceedings of the 12th International Conference on Information Fusion, 2009
Constraint-based Approach to Discovery of Inter Module Dependencies in Modular Bayesian Networks.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009
2008
An information theoretic approach to verification of modular Bayesian fusion systems.
Proceedings of the 11th International Conference on Information Fusion, 2008
2007
Proceedings of the 10th International Conference on Information Fusion, 2007
Proceedings of the 10th International Conference on Information Fusion, 2007
Proceedings of the 10th International Conference on Information Fusion, 2007
2006
Distributed Perception Networks: An Architecture for Information Fusion Systems Based on Causal Probabilistic Models.
Proceedings of the 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2006
Towards Robust State Estimation with Bayesian Networks: A New Perspective on Belief Propagation.
Proceedings of the Intelligent Autonomous Systems 9, 2006
Proceedings of the 9th International Conference on Information Fusion, 2006
2005
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
Proceedings of the Logic, 2005
Proceedings of the Form and Content in Sensor Networks, 18.09. - 23.09.2005, 2005
Distributed Bayesian Networks in Highly Dynamic Agent Organizations.
Proceedings of the BNAIC 2005, 2005
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005
Information Fusion with Distributed Probabilistic Networks.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005
Accuracy of Sequential Bayesian Information Fusion.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005
2004
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004
2001
Estimating Consistency of Geometric World Models Through Observation of a Localization Process.
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001
2000
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2000