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Franck Mignet
Publication Activity (10 Years)
Years Active: 2011-2023
Publications (10 Years): 5
Top Topics
Posterior Probability
Dynamic Bayesian Networks
Qualitative Models
Continuous Valued
Top Venues
FUSION
ICAI
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Publications
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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)
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)
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)
Clemens Heistracher
,
Franck Mignet
,
Sven Schlarb
Machine Learning Techniques for the Classification of Product Descriptions from Darknet Marketplaces.
ICAI
(2020)
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)
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)
Franck Mignet
,
Gregor Pavlin
,
Patrick de Oude
,
Paulo Cesar G. da Costa
Evaluating complex fusion systems based on causal probabilistic models.
FUSION
(2013)
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)
Gregor Pavlin
,
Patrick de Oude
,
Franck Mignet
Gas detection and source localization: A Bayesian approach.
FUSION
(2011)