Franck Mignet

According to our database, Franck Mignet authored at least 14 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Exploiting Causal Structures for Data-Efficient Neural Network Design.

Filip S. Slijkhuis, Kathryn B. Laskey, Franck Mignet, Gregor Pavlin, L. Jansen

Proceedings of the 28th International Conference on Information Fusion, 2025

2024

CEASEFIRE: An AI-powered system for combatting illicit firearms trafficking.

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

CoRR, 2024

A Qualitative Causal Approach to Determining Adequate Training Data Quantity for Machine Learning.

Franck Mignet, Filip S. Slijkhuis, A. Abouhafc, Gregor Pavlin, Kathryn B. Laskey

Proceedings of the 27th International Conference on Information Fusion, 2024

Vision Paper: Incorporating Domain Knowledge in Information Retrieval Systems to Streamline Incident Investigation.

Franck Mignet, Valeriu-Daniel Stanciu, Susanne Plank-Konrad

Proceedings of the IEEE International Conference on Big Data, 2024

CEASEFIRE: An AI-Powered System for Combating Illicit Firearms Trafficking.

Jorgen Cani, Ioannis Mademlis, Marina Mancuso, Caterina Paternoster, Emmanouil Adamakis, George Margetis, Sylvie Chambon, Alain Crouzil, Loubna Lechelek, Georgia Dede, Spyridon Evangelatos, George Lalas, Franck Mignet, Pantelis Linardatos, Konstantinos Kentrotis, Henryk Gierszal, Piotr Tyczka, Sophia Karagiorgou, George Pantelis, Georgios Stavropoulos, Konstantinos Votis, Georgios Th. Papadopoulos

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Qualitative Models of Data Generation Processes: Facilitating Data-Intensive AI Solutions.

Gregor Pavlin, Kathryn B. Laskey, Franck Mignet, Filip S. Slijkhuis, Erik Blasch, Valentina Dragos, Johan Pieter de Villiers, Lennard Jansen

Proceedings of the 26th International Conference on Information Fusion, 2023

2022

Continuous Model Evaluation and Adaptation to Distribution Shifts: A Probabilistic Self-Supervised Approach.

Gregor Pavlin, Johan Pieter de Villiers, Kathryn B. Laskey, Franck Mignet, Lennard Jansen

Proceedings of the 25th International Conference on Information Fusion, 2022

2020

Machine Learning Techniques for the Classification of Product Descriptions from Darknet Marketplaces.

Clemens Heistracher, Franck Mignet, Sven Schlarb

Proceedings of the 11th International Conference on Applied Informatics (ICAI 2020), 2020

Context-Based Vessel Trajectory Forecasting: A Probabilistic Approach Combining Dynamic Bayesian Networks with an Auxiliary Position Determination Process.

Lennard Jansen, Gregor Pavlin, Alexander Atamas, Franck Mignet

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.

Gregor Pavlin, Anne-Laure Jousselme, Johan Pieter de Villiers, Paulo C. G. Costa, Kathryn B. Laskey, Franck Mignet, Alta de Waal

Proceedings of the 22th International Conference on Information Fusion, 2019

2014

A framework for inferring predictive distributions of rhino poaching events through causal modelling.

Hildegarde Koen, Johan Pieter de Villiers, Gregor Pavlin, Alta de Waal, Patrick de Oude, Franck Mignet

Proceedings of the 17th International Conference on Information Fusion, 2014

2013

Evaluating complex fusion systems based on causal probabilistic models.

Franck Mignet, Gregor Pavlin, Patrick de Oude, Paulo Cesar G. da Costa

Proceedings of the 16th International Conference on Information Fusion, 2013

2012

Towards Characterizing Distributed Complex Situation Assessment as Workflows in Loosely Coupled Systems.

Costin Badica, Claudine Conrado, Franck Mignet, Patrick de Oude, Gregor Pavlin

Proceedings of the Intelligent Distributed Computing VI - Proceedings of the 6th International Symposium on Intelligent Distributed Computing, 2012

2011

Gas detection and source localization: A Bayesian approach.

Gregor Pavlin, Patrick de Oude, Franck Mignet

Proceedings of the 14th International Conference on Information Fusion, 2011