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Frédéric Pennerath
Frédéric Pennerath
Associate professor, CentraleSupélec, France
Verified email at centralesupelec.fr
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Cited by
Cited by
Year
The ATLAS DAQ and event filter prototype “− 1” project
G Ambrosini, D Burckhart, M Caprini, M Cobal, PY Duval, F Etienne, ...
Computer physics communications 110 (1-3), 95-102, 1998
321998
The model of most informative patterns and its application to knowledge extraction from graph databases
F Pennerath, A Napoli
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2009
242009
Telecommunication system including device controller with downloadable interface and remote control, and method for controlling communication system
T Moutaux, F Pennerath, L Redouloux
US Patent 6,906,635, 2005
222005
Graph-mining algorithm for the evaluation of bond formability
F Pennerath, G Niel, P Vismara, P Jauffret, C Laurenço, A Napoli
Journal of chemical information and modeling 50 (2), 221-239, 2010
152010
Méthodes d'extraction de connaissances à partir de données modélisables par des graphes. Application à des problèmes de synthèse organique.
F Pennerath
Université Henri Poincaré-Nancy I, 2009
112009
Discovering approximate functional dependencies using smoothed mutual information
F Pennerath, P Mandros, J Vreeken
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
92020
WANConnectionDevice: 1 Device Template Version 1.01
F Pennerath, G Marynissen
UPNP Forum, 0
8
La fouille de graphes dans les bases de données réactionnelles au service de la synthese en chimie organique
F Pennerath, A Napoli
6èmes Journées Francophones" Extraction et gestion des connaissances"-EGC …, 2006
72006
A Bayesian neural network based on dropout regulation
C Theobald, F Pennerath, B Conan-Guez, M Couceiro, A Napoli
arXiv preprint arXiv:2102.01968, 2021
62021
An efficient algorithm for computing entropic measures of feature subsets
F Pennerath
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019
62019
Fast extraction of locally optimal patterns based on consistent pattern function variations
F Pennerath
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
42010
Mining frequent most informative subgraphs
F Pennerath, A Napoli
The 5th Int. Workshop on Mining and Learning with Graphs, 2007
42007
Mining intervals of graphs to extract characteristic reaction patterns
F Pennerath, G Polaillon, A Napoli
Discovery Science: 11th International Conference, DS 2008, Budapest, Hungary …, 2008
32008
A method for classifying vertices of labeled graphs applied to knowledge discovery from molecules
F Pennerath, G Polaillon, A Napoli
ECAI 2008, 147-151, 2008
32008
A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression
C Theobald, B Arcelin, F Pennerath, B Conan-Guez, M Couceiro, ...
Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021
22021
Prétraitement des bases de données de réactions chimiques pour la fouille de schémas de réactions
F Pennerath, G Polaillon, A Napoli
8èmes journées Extraction et Gestion des Connaissances 2 (RNTI-E-11), 547-558, 2008
22008
La famille des motifs les plus informatifs. Application à l'extraction de graphes en chimie organique
F Pennerath, A Napoli
Revue I3-Information Interaction Intelligence 8 (2), 153-179, 2008
22008
WANDSLLinkConfig: 1 Service Template Version 1.01
F Pennerath, GM Alcatel
for Universal Plug and Play Version 1, 1-27, 0
2
WANPPPConnection: 1 Service Template Version 1.01
U Warrier, P Iyer, F Pennerath, GM Alcatel
for Universal Plug and Play Version 1, 0
2
Clarity: an improved gradient method for producing quality visual counterfactual explanations
C Theobald, F Pennerath, B Conan-Guez, M Couceiro, A Napoli
arXiv preprint arXiv:2211.15370, 2022
12022
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