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2020 – today
- 2024
[c10]Franck Mignet, Filip S. Slijkhuis, A. Abouhafc, Gregor Pavlin, Kathryn B. Laskey:
A Qualitative Causal Approach to Determining Adequate Training Data Quantity for Machine Learning. FUSION 2024: 1-9- [i1]Ioannis Mademlis, Jorgen Cani, Marina Mancuso, Caterina Paternoster, Emmanouil Adamakis, George Margetis, Sylvie Chambon, Alain Crouzil, Loubna Lechelek, Georgia Dede, Spyridon C. Evangelatos, George Lalas, Franck Mignet, Pantelis Linardatos, Konstantinos Kentrotis, Henryk Gierszal, Piotr Tyczka, Sophia Karagiorgou, George Pantelis, Georgios Stavropoulos, Konstantinos Votis, Georgios Th. Papadopoulos:
CEASEFIRE: An AI-powered system for combatting illicit firearms trafficking. CoRR abs/2406.14949 (2024) - 2023
- [c9]Gregor Pavlin, Kathryn B. Laskey, Franck Mignet, Filip S. Slijkhuis, Erik Blasch, Valentina Dragos, Johan Pieter de Villiers, Lennard Jansen:
Qualitative Models of Data Generation Processes: Facilitating Data-Intensive AI Solutions. FUSION 2023: 1-8 - 2022
- [c8]Gregor Pavlin, Johan Pieter de Villiers, Kathryn B. Laskey, Franck Mignet, Lennard Jansen:
Continuous Model Evaluation and Adaptation to Distribution Shifts: A Probabilistic Self-Supervised Approach. FUSION 2022: 1-8 - 2020
- [c7]Lennard Jansen, Gregor Pavlin, Alexander Atamas, Franck Mignet:
Context-Based Vessel Trajectory Forecasting: A Probabilistic Approach Combining Dynamic Bayesian Networks with an Auxiliary Position Determination Process. FUSION 2020: 1-10 - [c6]Clemens Heistracher, Franck Mignet, Sven Schlarb:
Machine Learning Techniques for the Classification of Product Descriptions from Darknet Marketplaces. ICAI 2020: 128-137
2010 – 2019
- 2019
- [c5]Gregor Pavlin, Anne-Laure Jousselme, Johan Pieter de Villiers, Paulo C. G. Costa, Kathryn B. Laskey, Franck Mignet, Alta de Waal:
Online System Evaluation and Learning of Data Source Models: a Probabilistic Generative Approach. FUSION 2019: 1-10 - 2014
- [c4]Hildegarde Koen, Johan Pieter de Villiers, Gregor Pavlin, Alta de Waal, Patrick de Oude, Franck Mignet:
A framework for inferring predictive distributions of rhino poaching events through causal modelling. FUSION 2014: 1-7 - 2013
- [c3]Franck Mignet, Gregor Pavlin, Patrick de Oude, Paulo Cesar G. da Costa:
Evaluating complex fusion systems based on causal probabilistic models. FUSION 2013: 1590-1599 - 2012
- [c2]Costin Badica
, Claudine Conrado, Franck Mignet, Patrick de Oude, Gregor Pavlin:
Towards Characterizing Distributed Complex Situation Assessment as Workflows in Loosely Coupled Systems. IDC 2012: 115-127 - 2011
- [c1]Gregor Pavlin, Patrick de Oude, Franck Mignet:
Gas detection and source localization: A Bayesian approach. FUSION 2011: 1-8
Coauthor Index
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