Franck Mignet

14 papers B 2C 9Misc 1Journal 1Unranked 1
YearRankTypeTitle / Venue / Authors
2025 C conf
Exploiting Causal Structures for Data-Efficient Neural Network Design.
FUSION
Filip S. Slijkhuis, Kathryn B. Laskey, Franck Mignet, Gregor Pavlin, L. Jansen
2024 C conf
A Qualitative Causal Approach to Determining Adequate Training Data Quantity for Machine Learning.
FUSION
Franck Mignet, Filip S. Slijkhuis, A. Abouhafc, Gregor Pavlin, Kathryn B. Laskey
2024 B conf
CEASEFIRE: An AI-Powered System for Combating Illicit Firearms Trafficking.
IEEE Big Data
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
2024 J jnl
CEASEFIRE: An AI-powered system for combatting illicit firearms trafficking.
CoRR
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
2024 B conf
Vision Paper: Incorporating Domain Knowledge in Information Retrieval Systems to Streamline Incident Investigation.
IEEE Big Data
Franck Mignet, Valeriu-Daniel Stanciu, Susanne Plank-Konrad
2023 C conf
Qualitative Models of Data Generation Processes: Facilitating Data-Intensive AI Solutions.
FUSION
Gregor Pavlin, Kathryn B. Laskey, Franck Mignet, Filip S. Slijkhuis, Erik Blasch, Valentina Dragos, Johan Pieter de Villiers, Lennard Jansen
2022 C conf
Continuous Model Evaluation and Adaptation to Distribution Shifts: A Probabilistic Self-Supervised Approach.
FUSION
Gregor Pavlin, Johan Pieter de Villiers, Kathryn B. Laskey, Franck Mignet, Lennard Jansen
2020 C conf
Context-Based Vessel Trajectory Forecasting: A Probabilistic Approach Combining Dynamic Bayesian Networks with an Auxiliary Position Determination Process.
FUSION
Lennard Jansen, Gregor Pavlin, Alexander Atamas, Franck Mignet
2020 — conf
Machine Learning Techniques for the Classification of Product Descriptions from Darknet Marketplaces.
ICAI
Clemens Heistracher, Franck Mignet, Sven Schlarb
2019 C conf
Online System Evaluation and Learning of Data Source Models: a Probabilistic Generative Approach.
FUSION
Gregor Pavlin, Anne-Laure Jousselme, Johan Pieter de Villiers, Paulo C. G. Costa, Kathryn B. Laskey, Franck Mignet, Alta de Waal
2014 C conf
A framework for inferring predictive distributions of rhino poaching events through causal modelling.
FUSION
Hildegarde Koen, Johan Pieter de Villiers, Gregor Pavlin, Alta de Waal, Patrick de Oude, Franck Mignet
2013 C conf
Evaluating complex fusion systems based on causal probabilistic models.
FUSION
Franck Mignet, Gregor Pavlin, Patrick de Oude, Paulo Cesar G. da Costa
2012 Misc conf
Towards Characterizing Distributed Complex Situation Assessment as Workflows in Loosely Coupled Systems.
IDC
Costin Badica, Claudine Conrado, Franck Mignet, Patrick de Oude, Gregor Pavlin
2011 C conf
Gas detection and source localization: A Bayesian approach.
FUSION
Gregor Pavlin, Patrick de Oude, Franck Mignet