List of Publications
2023
- E. Brandao, S. Duffner, R. Emonet, A. Habrard, F. Jacquenet, M. Sebban
"Is My Neural Net Driven by the MDL Principle?"
Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, LNCS 14170, pp173-189, Springer, 2023.
- E. Brandao, A. Nakhoul, S. Duffner, R. Emonet, F. Garrelie, A. Habrard, F. Jacquenet, F. Pigeon, M. Sebban, and J.P. Colombier
"Learning Complexity to Guide Light-Induced Self-Organized Nanopatterns"
Physical Review Letters, 130, 226201, American Physical Society, 2023.
2022
- E. Brandao, J.P. Colombier, S. Duffner, R. Emonet, F. Garrelie, A. Habrard, F. Jacquenet, A. Nakhoul, M. Sebban
"Learning PDE to Model Self-Organization of Matter"
Entropy, 24(8), 2022.
2020
- A. Alazizi, A. Habrard, F. Jacquenet, L. He-Guelton, F. Oblé
"Dual Sequential Variational Autoencoders for Fraud Detection"
Proceedings of the 18th International Symposium on Intelligent Data Analysis, pp.14-26, LNCS 12080, Springer, 2020.
- T.M. Doan, F. Jacquenet, C. Largeron, M. Bernard
"A Study of Text Summarization Techniques for Generating Meeting Minutes"
Proceedings of the 14th International Conference on Research Challenges in Information Science, LNBIP 385, pp.522-528, Springer, 2020.
2019
- A. Alazizi, A. Habrard, F. Jacquenet, L. He-Guelton, F. Oblé, W. Siblini
"Anomaly Detection, Consider Your Dataset First An Illustration on Fraud Detection"
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, pp.1351-1355, 2019.
- F. Jacquenet, M. Bernard, C. Largeron
"Meeting Summarization, A Challenge for Deep Learning"
Proceedings of the 15th International Work-Conference on Artificial Neural Networks, LNCS 11506, pp.644-655, Springer, 2019.
2016
- L. Becerra-Bonache, H. Blockeel, M. Galván, F. Jacquenet
"Relational Grounded Language Learning"
Proceedings of the 22nd European Conference on Artificial Intelligence, pp.1764-1765, IOS Press, 2016.
- L. Becerra-Bonache, H. Blockeel, M. Galván, F. Jacquenet
"Learning Language Models from Images with ReGLL"
Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD), LNCS 9853, pp.55-58, Springer, 2016.
2015
- L. Becerra-Bonache, M. Galván, H. Blockeel, F. Jacquenet
"A First-Order-Logic Based Model for Grounded Language Learning"
Proceedings of the 14th International Symposium on Advances in Intelligent Data Analysis, LNCS 9385, pp.49-60, Springer, 2015.
- L. Becerra-Bonache, M. Galván, F. Jacquenet
"A Proposal for Contextual Grammatical Inference"
Proceedings of the 13th International Work-Conference on Artificial Neural Networks, LNCS 9094, pp.18-28, Springer, 2015.
2013
- H.T. Tran, E. Fromont, F. Jacquenet, B. Jeudy
"Accurate Visual Features for Automatic Tag Correction in Videos"
Proceedings of the 12th International Symposium on Intelligent Data Analysis, LNCS 8207, pp.461-466, 2013.
- H.T. Tran, E. Fromont, F. Jacquenet, B. Jeudy, A. Martins
"Unsupervised Video Tag Correction System"
Actes de la conférence francophone Extraction et Gestion de Connaissance, pp.461-466, 2013.
2012
- F. Jacquenet, M. Bernard
"(Generic) Packages for Logic Programs"
Proceedings of the 24th International Conference on Tools with Artificial Intelligence, IEEE, pp.1010-1015, 2012.
2010
- L. Crépin, Y. Demazeau, O. Boissier, F. Jacquenet
"Social Order in Hippocratic Multi-Agent Systems"
Proceedings of the 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent System, LNCS 6097, pp367-376, 2010.
2009
- S. Jacquemont, F. Jacquenet, M. Sebban
"Discovering Patterns in Flows: a Privacy Preserving Approach with the ACSM Prototype"
Proceedings of the European Conference on Machine Learning (ECML), LNCS, Springer, pp734-737, september 2009.
- S. Jacquemont, F. Jacquenet, M. Sebban
"A Lower Bound on the Sample Size needed to perform a Significant Frequent Pattern Mining Task"
Pattern Recognition Letters, 30(11), pp960-967, August 2009.
- S. Jacquemont, F. Jacquenet, M. Sebban
"Mining probabilistic automata: a statistical view of sequential pattern mining"
Machine Learning Journal, 75(1), pp 91-127, April 2009.
- F. Jacquenet, C. Largeron
"Discovering Unexpected Documents in Corpora"
Knowledge Based Systems, 22(6), pp421-429, 2009.
- L. Crépin, Y. Demazeau, O. Boissier, F. Jacquenet
"Privacy preserving in a decentralized calendar management system"
Proceedings of the 7th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS),
Springer, pp529-537, 2009.
2008
- L. Crépin, Y. Demazeau, O. Boissier, F. Jacquenet
"Sensitive Data Transactions in Hippocratic Multiagent Systems"
Proceedings of the 9th International Conference Engineering Societies in the Agents World (ESAW), Springer, LNAI 5485, pp85-101, 2008.
- L. Crépin, Y. Demazeau, O. Boissier, F. Jacquenet
"Transaction de Données Sensibles au sein d'un Systéme Multi-Agents Hippocratique"
Actes des journées francophones sur les systèmes multi-agents, Brest, pp223-232, 2008.
- L. Crépin, L. Vercouter, O. Boissier, Y. Demazeau, F. Jacquenet
"Hippocratic Multi-Agent Systems"
Proceedings of the International Conference on Enterprise Information Systems, Barcelona, Spain, pp301-307, 2008.
- L. Crépin, L. Vercouter, O. Boissier, Y. Demazeau, F. Jacquenet
"Towards HiMAS: a Model for Privacy Preserving Multi-Agent Systems"
Workshop on "Trust in Agent Societies" at the International Conference on Autonomous Agents
and Multi-Agent Systems, Estoril, Portugal, 2008.
- S. Jacquemont, F. Jacquenet, M. Sebban
"Une borne minimale sur le nombre de séquences nécessaires pour réaliser une fouille de données séquentielles pertinente"
Actes de la conférence francophone d'apprentissage autoamtique, 2008.
2007
- S. Jacquemont, F. Jacquenet, M. Sebban
"Correct your text with Google"
Proceedings of the 2007 International Conference on Web Intelligence, Fremont, CA, USA, IEEE, pp170-177, 2007.
- B. Jeudy, C. Largeron, F. Jacquenet
"A Model for Managing Collections of Patterns"
Proceedings of the 22nd International Symposium on Applied Computing, Seoul, South Korea, ACM, pp860-865, 2007.
- F. Jacquenet, B. Jeudy, C. Largeron
"Un cadre théorique pour la gestion de grandes bases de motifs"
Actes de la conférence Extraction et Gestion des Connaissances, Namur, Belgique, Cépaduès éditions, pp259-270, 2007.
- E. Samuel, C. de la Higuera, F. Jacquenet, F. Muhlenbach et T. Murgue
"Une application en bibliométrie basée sur DBLP et l'algorithme PageRank"
Atelier Intelligence Artificielle et Web Intelligence, Platerforme AFIA, Grenoble, Juillet 2007.
- L. Crépin, L. Vercouter, Y. Demazeau, F. Jacquenet et O. Boissier
"SMA hippocratiques : gestion de la sphère privée au sein des SMA"
Atelier Intelligence Artificielle et Web Intelligence, Platerforme AFIA, Grenoble, Juillet 2007.
2006
- S. Jacquemont, F. Jacquenet, M. Sebban
"Sequence Mining Without Sequences: a New Way for Privacy Preserving"
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence, pp347-354, November, 2006.
- F. Jacquenet, C. Largeron
"Using the Structure of Document to Improve the Discovery of Unexpected Information"
Proceedings of the International Symposium on Applied Computing, Dijon, France, ACM, pp1036-1042, 2006.
- F. Jacquenet, C. Largeron, C. Udréa
"Efficient Management of Non Redundant Rules in Large Pattern Bases: a Bitmap Approach"
Proceedings of the International Conference on Enterprise Information Systems, Paphos, Cyprus, pp208-215, 2006.
- F. Jacquenet, C. Largeron
"Prise en compte de la structure des documents pour la découverte d'informations inattendues"
Actes de la Conférence Reconnaissance des Formes et Intelligence Articielle, 2006.
(Prix du meilleur papier IA de la Conférence)
- F. Jacquenet, C. Largeron, C. Udréa
"Recherche de règles non redondantes par vecteurs de bits dans des grandes bases de motifs"
Actes de la conférence Extraction et Gestion des Connaissances, Tours, Cépaduès éditions, pp601-602, 2006.
2005
- R. Agrawal, H. Ho, F. Jacquenet, M. Jacquenet
"Mining Information Extraction Rules from Datasheets Without Linguistic Parsing"
Proceedings of the 18th International Conference on Industrial and Engineering Applications
of Artificial Intelligence and Expert Systems, Bari, Italy, LNCS 3533, Springer, pp510-520, 2005.
- S. Jacquemont, F. Jacquenet, M. Sebban
"Constrained Sequence Mining based on Probabilistic Finite State Automata"
Workshop on Mining Graphs, Trees and Structured Data at ECML/PKDD, October, 2005.
- F. Bry, Jacquenet
"First Order Logic for Learning User Models in the Semantic Web: Why Do We Need It?"
Workshop on Machine Learning for User Modelling at User Modelling 2005, Edinburgh, July 2005.
- S. Jacquemont, F. Jacquenet, M. Sebban
"Constrained Sequence Mining based on Probabilistic Finite State Automata"
Actes de la conférence d'Apprentissage Automatique, CAP 2005, pp15-30, 2005.
- F. Jacquenet, C. Largeron
"Extraction automatique d'information inattendue à partir de textes"
Revue des Nouvelles Technologies de l'Information, RNTI E 4, O. Boussaid, P. Gançarski,
F. Masséglia et B. Trousse Eds, pp235-252, ISBN 2.85428.702.9, 2005.
2004
- F. Jacquenet, M. Sebban, G. Valétudie
"Mining Decision Rules from Deterministic Finite Automata"
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence, Boca Raton, Florida, USA, IEEE, pp362-367, 2004.
- F. Jacquenet, C. Largeron
"Discovering Unexpected Information for Technology Watch"
Proceedings of the 8th European Conference on Principles and Practice of
Knowledge Discovery in Databases, Pisa, Italy, LNCS 3202, Springer, pp219-230, 2004.
- F. Jacquenet, C. Largeron, S. Chapaux
"Veille Technologique Assistée par la Fouille de Textes"
Actes de la Conférence Extraction et Gestion des Connaissances
(EGC'04), Cépaduès Edition, pp429-440, 2004.
2003
- A. Habrard, M. Bernard, F. Jacquenet
"Multi-relational Data Mining in Medical Databases"
Proceedings of the 9th Conference on Artificial Intelligence in Medicine in Europe
(AIME 2003), Protaras, Cyprus, LNCS 2780, pp365-374, 2003.
- A. Mounier, O. Boissier,
F. Jacquenet
"Protocol Discovery in Open Multi-Agent Systems"
Proceedings of the International Joint Conference on Autonomous Agents
& Multiagent System (AAMAS 2003), Melbourne, ACM, pp1072-1073, 2003.
- A. Mounier, O. Boissier,
F. Jacquenet
"Conversation Mining in Multi-Agent Systems"
Proceedings of the International Central and Eastern European Conference
on Multi-Agent Systems (CEEMAS 2003), Prague, LNCS 2691, pp158-167,
june 2003.
- A. Mounier, F. Jacquenet, O. Boissier
"Découverte de protocoles d'interaction dans les systèmes multi-agents"
Actes de la Conférence Extraction et Gestion des Connaissances
(EGC'03), Hermès, pp357-368, janvier, 2003.
2002
- A. Habrard, M. Bernard,
F. Jacquenet
"Generalized Stochastic Tree Automata for Multi-Relational Data
Mining"
International Conference on Grammatical Inference, Amsterdam, LNCS 2494,
pp120-133, 2002.
- A. Habrard, M. Bernard,
F. Jacquenet
"Mining Probabilistic Tree Patterns in a Medical Database"
Discovery Challenge at PKDD'2002, Helsinki, 2002.
- C. Masson, F. Jacquenet
"Mining Frequent Logical Sequences with SPIRIT-LoG"
International Conference on Inductive Logic Programming, Sydney, LNCS
2583, pp166-181, 2002.
- A. Habrard, M. Bernard,
F. Jacquenet
"Apprentissage d'Automates d'Arbres Stochastiques Généralisés
à partir de Bases de Données Relationnelles"
Conférence Apprentissage Automatique (CAP'02), 2002.
- C. Masson, F. Jacquenet
"Découverte de Séquences Logiques Fréquentes
sous Contraintes"
Conférence Francoophone Reconnaissance des Formes et Intelligence
Artificielle (RFIA'02), 2002.
1999
- F. Jacquenet, C. Nicolini
"Fault Diagnosis with Prolog in a Nuclear Power Plant: Feedback from
an Experiment"
International Conference on the Practical Application of Constraint
Technologies and Logic Programming, April 19-21, London, UK, 1999.
- F. Jacquenet, M. Bernard,
C. Nicolini
"Learning what is Important to Learn, some Experiments with Inductive
Logic Programming"
14th International Conference on Computers and their Applications, April
7-9,Cancun, Mexico, 1999.
1998
- M. Bernard, F. Jacquenet
"Discovering Rules to Design Newspapers: an Inductive Constraint
Logic Programming Approach"
Applied Artificial Intelligence, 12(6), pp547-567, June, 1998.
- F. Jacquenet, P. Brenot
"Learning User Preferences on the WEB"
Second Pacific-Asia Conference on Knowledge Discovery and Data Mining,
LNAI 1394, pp385-388, Springer, Melbourne, Australia, 1998.
- M. Bernard, F. Jacquenet
"Des programmes logiques avec contraintes qui apprennent des programmes
logiques avec contraintes" Journées Francophones de Programmation
en Logique et de Programmation par Contraintes (JFPLC'98), 1998.
- M. Bernard, F. Jacquenet
"Induction de Programmes Logiques avec Contraintes"
Conférence Internationale Reconnaissance des Formes et Intelligence
Artificielle (RFIA'98), 1998.
1997
- F. Jacquenet, P. Brenot
"Apprentissage des Préférences Utilisateurs pour l'Aide
à la Navigation sur le WEB"
Hypertextes et Hypermédias, Vol.1 - N.2-3-4, pp125-142, Hermès,
1997.
- M. Bernard, F. Jacquenet
"Free Space Modeling for Placing Rectangles without Overlapping"
Journal of Universal Computer Science, 3(6), pp703-720, Springer-Verlag,
June, 1997.
- F. Jacquenet
"Inductive Logic Programming for Intelligent WEB Browsing"
IEEE International Conference on Intelligent Processing Systems, Beijing,
China, 1997.
- M. Bernard, F. Jacquenet,
C. Nicolini
"Induction of Constraint Logic Programs for Computer-Aided Publishing"
International Conference on Artificial Intelligence and Soft Computing,
pp196-200, Banff, Canada, 1997.
- C. Nicolini, F. Jacquenet,
M. Bernard
"Inductive Logic Programming for Nuclear Power Plants Monitoring"
International Conference on Artificial Intelligence and Soft Computing,
pp192-195, Banff, Canada, 1997.
- C. Nicolini, F. Jacquenet,
M. Bernard
"Inductive Logic Programming and Case-Based Reasoning for Nuclear
Power Plants Monitoring"
International Conference on Intelligent Systems, pp109-113, Boston,
Massachusetts, USA, 1997.
- F. Jacquenet, M. Bernard,
C. Nicolini
"Apprendre avec la Programmation Logique Inductive"
7th Conference of the International Association for the Development
of Interdisciplinary Research (AIDRI) - LEARNING : From natural principles
to artificial methods, pp225-229, Genève, Suisse, 1997.
- F. Jacquenet
"Recherche d'Informations sur le WEB : un Nouveau Challenge pour
l'I.A."
6èmes Journées Internationales INTERFACES '97, pp111-115,
Montpellier, France, 1997.
- C. Nicolini, F. Jacquenet
"Programmation en Logique Inductive et Raisonnement à partir
de Cas pour la surveillance d'Installations Industrielles"
6èmes Journées Internationales INTERFACES'97, pp267-273,
Montpellier, France, 1997.
- C. Nicolini, F. Jacquenet
"Logic Programming and Case-Based Reasoning for nuclear power plants
monitoring"
5th International Conference on the Practical Application of Prolog,
pp205-218, London, UK, 1997.
- C. Nicolini, F. Jacquenet
"Case-Based Reasoning to analyse malfunctions of plants facilities"
5th International Conference on Artificial Intelligence Applications,
Cairo, Egypt, 1997.
1996
- F. Jacquenet, I. Foucherot
"A New Logical View of Knowledge Manipulation with PROLOG"
IEEE International Conference ANZIIS'96, Adelaid, Australia, pp2-6,
1996.
1994
- I. Foucherot, F. Jacquenet
"PROLOG programs evaluation and syntactic parser generation."
3rd IEEE Conference on Artificial Intelligence and Software Engineering,
Rabat, Maroc, 1994.
- I. Blot, I. Foucherot, F.
Jacquenet
"Incremental generation of parsers for dynamic knowledge manipulation."
International Conference on Artificial Intelligence, Expert Systems
and Neural Networks, Zurich, 1994.
- I. Blot, I. Foucherot, F.
Jacquenet
"Incremental generation of parsers for knowledge manipulation in
PROLOG."
10th Workshop on Logic Programming, Zurich, 1994.
- I. Blot, I. Foucherot, F.
Jacquenet
"Intelligent knowledge manipulations in PROLOG"
IEEE Australian and New Zealand Conference on Information Systems, Brisbane,
1994.
1993
- F. Jacquenet, I. Foucherot
"Generation of LR(1) parsers and the design of logic programming
compilers"
International Conference on AI, Annecy, 1993.
1991
- F. Jacquenet
"Exception handling in logic programming: issues and proposed notation"
International Conference on AI, Innsbrück, 1991.
1989
- F. Jacquenet
"Le traitement des exceptions en programmation en logique avec
VEGA"
Actes du séminaire de programmation en logique de Trégastel,
pp159-186, 1989.
1989
- F. Jacquenet
"VEGA, une nouvelle méthode de programmation en logique"
Actes du séminaire de programmation en logique de Trégastel,
pp121-142, 1988.
Supervision of PhD students
- Maria Galvan,
"Contextual information for Learning Models of Languages"
Starting date: october, 2014 (supervised with Leonor Becerra)
- Fabien Diot,
"Graph mining for object tracking in videos"
Defended on june 3, 2014 (mainly supervised by Baptiste Jeudy and Elisa Fromont)
- Hoang-Tung Tran,
"Correction automatique d'annotations de vidéos : une approche à base de fouille de motifs fréquents"
Defended on july 17, 2014 (principalement encadrée par Elisa Fromont et Baptiste Jeudy)
- Ludivine Crépin,
"Les systèmes multi-agents hippocratiques : mécanismes sociaux entre agents pour la protection de la sphère privée"
Defended on november 12, 2009 (co-encadrée avec Yves Demazeau et Olivier Boissier)
- Stéphanie Jacquemont,
"Fouille de Données Séquentielles et Inférence Grammaticale"
Defended on december, 2008 (co-encadrée avec Marc Sebban)
- Cédric Udréa,
"Gestion de grandes bases de motifs"
Aborted in 2006 (co-encadrée avec Christine Largeron)
- Amaury Habrard,
"Fouille de Données Multi-Relationnelles par des Techniques d'Inférence Grammaticale"
Defended in october 2004 à l'Université de Saint-Etienne (principalement encadrée par Marc Sebban et Marc Bernard)
- Claire Nicolini,
"Programmation en Logique Inductive et Raisonnement à Partir
de Cas pour la Surveillance d'Installations Industrielles Nucléaires"
Defended on july 21, 1998 à l'Université de Bourgogne.
- Marc Bernard,
"Induction de Programmes Logiques avec Contraintes"
Defended on january 6, 1998 à l'Université de Bourgogne.
- Irène Foucherot,
"Analyse Syntaxique et Interpréteurs Prolog"
Defended on december 22 , 1995 à l'Université
de Bourgogne.
Miscleanous publications and lectures
- F. Jacquenet
Keynote Speech: "Inductive Logic Programming : Current Trends and
Future Directions"
5th International Conference on Artificial Intelligence Applications,
Le Caire, Egypte, Février-Mars 1997.
- F. Jacquenet
Lecture : "Models of Programming in Education : Logic Programming
with Prolog"
Summer School of the International Center for Pure and Applied Mathematics,
Canton (Chine), Hanoi (Vietnam), Septembre 1995.
- F. Jacquenet
"Programmation en Logique, du Génie Logiciel à l'Apprentissage
Automatique"
Mémoire d'Habilitation à Diriger les Recherches, Université
de Bourgogne, Dijon, 16 Décembre 1999.
- F. Jacquenet
"Contribution à l'intégration de concepts et de mécanismes
de langages avancés pour la programmation logico-fonctionnelle
: le langage VEGA"
Thèse de l'Université de Franche-Comté, Dijon,
16 Décembre 1988.
- F. Jacquenet et al.
"Presentation of the VEGA Language"
Deliverable ALF/NCY-FJ/WP1-1-4-D3, 1988, ALF Consortium.
- F. Jacquenet et al.
"Assessment report on the potentiel interest of the VEGA language"
Deliverable ALF/NCY-FJ/WP1-1-4-D4, 1988, ALF Consortium.
- J. Hao, F. Jacquenet, F.
Trousset
"Consistency checker requirements"
Deliverable ALF/NCY-FJ/WP2-1-7-D1, 1989, ALF Consortium.
- J. Hao, F. Jacquenet, F.
Trousset
"Consistency checker specifications"
Deliverable ALF/NCY-FJ/WP2-1-7-D2, 1989, ALF Consortium.
Last update: November 10, 2023.
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