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Pierre-Henri Wuillemin

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Combining ontology and probabilistic models for the design of bio-based product transformation processes

Mélanie Munch , Patrice Buche , Stéphane Dervaux , Juliette Dibie , Liliana L. Ibanescu et al.
Expert Systems with Applications, 2022, 203, pp.117406. ⟨10.1016/j.eswa.2022.117406⟩
Journal articles hal-03662183v1
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The Role of Instrumental Variables in Causal Inference Based on Independence of Cause and Mechanism

Nataliya Sokolovska , Pierre-Henri Wuillemin
Entropy, 2021, 23 (8), pp.928. ⟨10.3390/e23080928⟩
Journal articles hal-03296377v1
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Constraint-based learning for non-parametric continuous bayesian networks

Marvin Lasserre , Régis Lebrun , Pierre-Henri Wuillemin
Annals of Mathematics and Artificial Intelligence, 2021, 89, pp.1035-1052. ⟨10.1007/s10472-021-09754-2⟩
Journal articles hal-03272627v1

Inférence incrémentale pour les modèles probabilistes relationnels et application aux systèmes à base de règles orientés objet

Hamza Agli , Philippe Bonnard , Christophe Gonzales , Pierre-Henri Wuillemin
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2018, Réseaux bayésiens et modèles probabilistes, 32 (1), pp.111-132
Journal articles hal-01864391v1
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Apprentissage et sélection de réseaux bayésiens dynamiques pour les processus online non stationnaires

Matthieu Hourbracq , Pierre-Henri Wuillemin , Christophe Gonzales , Philippe Baumard
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2018, Réseaux bayésiens et modèles probabilistes, 32 (1), pp. 75-109
Journal articles hal-03228681v1
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Efficient Incremental Planning and Learning with Multi-Valued Decision Diagrams

Jean-Christophe Magnan , Pierre-Henri Wuillemin
Journal of Applied Logic, 2017, 22, pp.63-90. ⟨10.1016/j.jal.2016.11.032⟩
Journal articles hal-01399290v1
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Automation and intelligent scheduling of distributed system functional testing

Lom Messan Hillah , Ariele-Paolo Maesano , Fabio de Rosa , Fabrice Kordon , Pierre-Henri Wuillemin et al.
International Journal on Software Tools for Technology Transfer, 2017, 19 (3), pp.281-308. ⟨10.1007/s10009-016-0440-3⟩
Journal articles hal-01397009v1
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Unifying parameter learning and modelling complex systems with epistemic uncertainty using probability interval

C. Baudrit , S. Destercke , Pierre-Henri Wuillemin
Information Sciences, 2016, 367-368, pp.630-647. ⟨10.1016/j.ins.2016.07.003⟩
Journal articles hal-01346202v1
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A kd-tree algorithm to discover the boundary of a black box hypervolume or how to peel potatoes by recursively cutting them in halves

Jean-Baptiste Rouquier , Isabelle Alvarez , Romain Reuillon , Pierre-Henri Wuillemin
Annals of Mathematics and Artificial Intelligence, 2015, 75 (3), pp.335-350. ⟨10.1007/s10472-015-9456-8⟩
Journal articles hal-00816704v1

Parameter elicitation in probabilistic graphical models for modelling multi-scale food complex systems

Cédric C. Baudrit , Pierre-Henri Wuillemin , Nathalie N. Perrot
Journal of Food Engineering, 2013, 115 (1), pp.1 - 10. ⟨10.1016/j.jfoodeng.2012.09.012⟩
Journal articles hal-01001573v1

Speeding-up Structured Probabilistic Inference using Pattern Mining

Lionel Torti , Christophe Gonzales , Pierre-Henri Wuillemin
International Journal of Approximate Reasoning, 2013, 54 (7), pp.900-918. ⟨10.1016/j.ijar.2013.03.005⟩
Journal articles hal-01170498v1

Insulin resistance and inflammation predict kinetic body weight changes in response to dietary weight loss and maintenance in overweight and obese subjects by using a Bayesian network approach

Ling Chun Kong , Pierre-Henri Wuillemin , Jean-Philippe Bastard , Nataliya Sokolovska , Sophie Gougis et al.
The American Journal of Clinical Nutrition, 2013, 98 (6), pp.1385-1394. ⟨10.3945/ajcn.113.058099⟩
Journal articles hal-01204285v1

Structured Probabilistic Inference

Pierre-Henri Wuillemin , Lionel Torti
International Journal of Approximate Reasoning, 2012, 53 (7), pp.946-968. ⟨10.1016/j.ijar.2012.04.004⟩
Journal articles hal-01170485v1

Expert knowledge integration to model complex food processes. Application on the camembert cheese ripening process

Mariette Sicard , Cédric C. Baudrit , Marie-Noëlle Leclerc-Perlat , Pierre-Henri Wuillemin , Nathalie N. Perrot et al.
Expert Systems with Applications, 2011, 38 (9), pp.11804 - 11812. ⟨10.1016/j.eswa.2011.03.068⟩
Journal articles hal-01004343v1

{PRM} inference using Jaffray and Faÿ's Local Conditioning

Christophe Gonzales , Pierre-Henri Wuillemin
Theory and Decision, 2011, 71 (1), pp.33-62. ⟨10.1007/s11238-010-9219-2⟩
Journal articles hal-01170288v1
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Using Bayesian Network modeling to cope with the marine protected area governance issue

Jean-Baptiste Marre , Jocelyne Ferraris , Moana Badie , Pierre Leenhardt , Pierre-Henri Wuillemin et al.
ICES Journal of Marine Science, 2010
Journal articles hal-02441790v1

Towards a global modelling of the Camembert-type cheese ripening process by coupling heterogeneous knowledge with dynamic Bayesian networks

Cédric Baudrit , Mariette Sicard , Pierre-Henri Wuillemin , Nathalie Perrot
Journal of Food Engineering, 2010, 98 (3), pp.283-293. ⟨10.1016/j.jfoodeng.2009.12.012⟩
Journal articles hal-01170294v1

Apprentissage par renforcement factorisé pour le comportement de personnages non joueurs

Thomas Degris , Olivier Sigaud , Pierre-Henri Wuillemin
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2009, 23 (2-3), pp.221-251
Journal articles hal-01170353v1

Réseaux Bayésiens en Modélisation Utilisateur

Christophe Gonzales , Pierre-Henri Wuillemin
Sciences et Techniques Educatives, 1998, 5 (2), pp.173-198
Journal articles hal-01195570v1
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Monte Carlo Search Algorithms for Network Traffic Engineering

Chen Dang , Cristina Bazgan , Tristan Cazenave , Morgan Chopin , Pierre-Henri Wuillemin et al.
23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Conference papers hal-03595339v1
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A process reverse engineering approach using Process and Observation Ontology and Probabilistic Relational Models: application to processing of bio-composites for food packaging

Mélanie Munch , Patrice Buche , Cristina Manfredotti , Pierre-Henri Wuillemin , Helene Angellier-Coussy et al.
MTSR 2021 - 15th International Conference on Metadata and Semantics Research, Nov 2021, Madrid, Spain. pp.3-15, ⟨10.1007/978-3-030-98876-0_1⟩
Conference papers hal-03474067v1
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Monte Carlo Search Algorithms for Network Traffic Engineering

Chen Dang , Cristina Bazgan , Tristan Cazenave , Morgan Chopin , Pierre-Henri Wuillemin et al.
ECML-PKDD 2021, Sep 2021, Bilbao, Spain. pp.486-501, ⟨10.1007/978-3-030-86514-6_30⟩
Conference papers hal-03346329v2
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Réseaux Bayésiens pour la Prédiction d'Évènements de Santé Défavorables en EHPAD (Établissement d'Hébergement pour Personnes Âgées Dépendantes)

Clara Charon , Pierre-Henri Wuillemin , Joël Belmin
10èmes Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes (JFRB 2021), Oct 2021, Porquerolles, France
Conference papers hal-03388973v1
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Réseaux bayésiens et valeurs de Shapley

Mahdi Hadj Ali , Yann Le Biannic , Pierre-Henri Wuillemin
10èmes Journée Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes (JFRB 2021), Oct 2021, Porquerolles, France
Conference papers hal-03417323v1
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Learning Continuous High-Dimensional Models using Mutual Information and Copula Bayesian Networks

Marvin Lasserre , Régis Lebrun , Pierre-Henri Wuillemin
The Thirty-Fifth AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, Feb 2021, Vancouver, Canada. pp.12139-12146
Conference papers hal-03346955v1
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Apprentissage de modèles continus à grandes dimensions en utilisant l'information mutuelle et les réseaux bayésiens de copules

Marvin Lasserre , Régis Lebrun , Pierre-Henri Wuillemin
10èmes Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes, Oct 2021, Porquerolles, France
Conference papers hal-03417344v1
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An Efficient Low-Rank Tensors Representation for Algorithms in Complex Probabilistic Graphical Models

Gaspard Ducamp , Philippe Bonnard , Anthony Nouy , Pierre-Henri Wuillemin
10th International Conference on Probabilistic Graphical Models, Sep 2020, Skørping, Denmark. pp.173-184
Conference papers hal-03135705v1
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Advanced Syntax and Compilation for Probabilistic Production Rules with PRM

Gaspard Ducamp , Philippe Bonnard , Christian de Sainte Marie , Pierre-Henri Wuillemin
14th International Rule Challenge, 4th Doctoral Consortium, and 6th Industry Track, Jun 2020, Oslo, Norway. pp.103-110
Conference papers hal-02911619v1
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Uncertain Reasoning in Rule-Based Systems Using PRM

Gaspard Ducamp , Philippe Bonnard , Pierre-Henri Wuillemin
FLAIRS 33 - 33rd Florida Artificial Intelligence Research Society Conference, May 2020, Miami, United States. pp.617-620
Conference papers hal-02612521v1
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Constraint-Based Learning for Non-Parametric Continuous Bayesian Networks

Marvin Lasserre , Régis Lebrun , Pierre-Henri Wuillemin
FLAIRS 33 - 33rd Florida Artificial Intelligence Research Society Conference, May 2020, Miami, United States. pp.581-586
Conference papers hal-02615379v1
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aGrUM/pyAgrum : a toolbox to build models and algorithms for Probabilistic Graphical Models in Python

Gaspard Ducamp , Christophe Gonzales , Pierre-Henri Wuillemin
10th International Conference on Probabilistic Graphical Models, Sep 2020, Skørping, Denmark. pp.609-612
Conference papers hal-03135721v1
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Towards Interactive Causal Relation Discovery Driven by an Ontology

Mélanie Munch , Juliette Dibie-Barthelemy , Pierre-Henri Wuillemin , Cristina Manfredotti
FLAIRS 32, May 2019, Sarasota, United States
Conference papers hal-02184398v1
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An early guidance system for a general knowledge-based aiding framework using probabilistic interventions

Véronique Delcroix , Pierre-Henri Wuillemin
13èmes Journées d’Intelligence Artificielle Fondamentale (JIAF 2019), Jul 2019, Toulouse, France. pp.81-90
Conference papers hal-02302950v1
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Interactive Causal Discovery in Knowledge Graphs

Mélanie Munch , Juliette Dibie-Barthelemy , Pierre-Henri Wuillemin , Cristina Manfredotti
PROFILES/SEMEX@ISWC 2019, Oct 2019, Auckland, New Zealand. pp.78-93
Conference papers hal-02368242v1
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Improving Probabilistic Rules Compilation using PRM

Gaspard Ducamp , Philippe Bonnard , Christian de Sainte Marie , Christophe Gonzales , Pierre-Henri Wuillemin et al.
RuleML+RR Doctoral Consortium 2018 (2nd International Joint Conference on Rules and Reasoning ), Sep 2018, Esch-sur-Alzette, Luxembourg
Conference papers hal-01974983v1
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Identifying Control Parameters In Cheese Fabrication Process Using Precedence Constraints

Mélanie Munch , Pierre-Henri Wuillemin , Juliette Dibie-Barthelemy , Cristina Manfredotti , Thomas Allard et al.
21st International Conference on Discovery Science (DS 2018), Oct 2018, Limassol, Cyprus. pp.421-434, ⟨10.1007/978-3-030-01771-2_27⟩
Conference papers hal-01923649v1
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Detecting Low-Complexity Confounders from Data

Maria Virginia Ruiz Cuevas , Nataliya Sokolovska , Pierre-Henri Wuillemin , Jean-Daniel Zucker
ICML / IJCAI / AAMAS FAIM'18 Workshop on CausalML, Jul 2018, Stockholm, Sweden
Conference papers hal-01858403v1
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Optimisation de la compilation de règles métier probabilistes à l'aide de PRM

Gaspard Ducamp , Philippe Bonnard , Christian de Sainte Marie , Christophe Gonzales , Pierre-Henri Wuillemin et al.
9èmes Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes (JFRB 2018), May 2018, Toulouse, France
Conference papers hal-01974967v1
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Focused Crawling through Reinforcement Learning

Miyoung Han , Pierre-Henri Wuillemin , Pierre Senellart
18th International Conference on Web Engineering (ICWE 2018), Jun 2018, Cáceres, Spain. pp.261-278, ⟨10.1007/978-3-319-91662-0_20⟩
Conference papers hal-01851547v1

Learning and selection of dynamic Bayesian Networks for non-stationary processes in real time

Matthieu Hourbracq , Pierre-Henri Wuillemin , Christophe Gonzales , Philippe Baumard
30th International Florida AI Research Society Conference, FLAIRS-30, May 2017, Marco Island, United States
Conference papers hal-01518559v1
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Learning Probabilistic Relational Models using an Ontology of Transformation Processes

Mélanie Munch , Pierre-Henri Wuillemin , Cristina Manfredotti , Juliette Dibie-Barthelemy , Stephane S. Dervaux et al.
Confederated International Conferences: CoopIS, C&TC, and ODBASE 2017, Oct 2017, Rhodes, Greece. pp.198-215, ⟨10.1007/978-3-319-69459-7_14⟩
Conference papers hal-01718783v2
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aGrUM: a Graphical Universal Model framework

Christophe Gonzales , Lionel Torti , Pierre-Henri Wuillemin
IEA/AIE 2017 - 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, Jun 2017, Arras, France. pp.171-177, ⟨10.1007/978-3-319-60045-1_20⟩
Conference papers hal-01509651v1
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Service functional testing automation with intelligent scheduling and planning

Lom Messan Hillah , Ariele-Paolo Maesano , Libero Maesano , Fabio de Rosa , Fabrice Kordon et al.
Symposium on Applied Computing (SAC), ACM, Apr 2016, Pisa, Italy. pp.1605-1610
Conference papers hal-01306954v1
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Librairie aGrUM : a Graphical Universal Model

Christophe Gonzales , Lionel Torti , Pierre-Henri Wuillemin
8èmes journées francophones de réseaux bayésiens (JFRB 2016), Jun 2016, Clermont-Ferrand, France. ⟨10.3166/RIA.28.1-10⟩
Conference papers hal-01407820v1
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Business Rules Uncertainty Management with Probabilistic Relational Models

Hamza Agli , Philippe Bonnard , Christophe Gonzales , Pierre-Henri Wuillemin
RuleML16, Jul 2016, Stony Brook, New York, United States. ⟨10.1007/978-3-319-42019-6_4⟩
Conference papers hal-01345421v1
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Incremental Junction Tree Inference

Hamza Agli , Philippe Bonnard , Christophe Gonzales , Pierre-Henri Wuillemin
IPMU16, Jun 2016, Eindhoven, Netherlands. ⟨10.1007/978-3-319-40596-4_28⟩
Conference papers hal-01345418v1
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Un algorithme d'arbre de jonction incrémental

Hamza Agli , Philippe Bonnard , Christophe Gonzales , Pierre-Henri Wuillemin
8èmes journées francophones de réseaux bayésiens (JFRB 2016), Jun 2016, Clermont-Ferrand, France
Conference papers hal-01391019v1

Apprentissage et sélection de réseaux bayésiens dynamiques pour les processus online non-stationnaires

Matthieu Hourbracq , Pierre-Henri Wuillemin , Christophe Gonzales , Philippe Baumard,
Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes, Jun 2016, Clermont-Ferrand, France
Conference papers hal-01389562v1
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Real time learning of non-stationary processes with dynamic Bayesian Networks

Matthieu Hourbracq , Pierre-Henri Wuillemin , Christophe Gonzales , Philippe Baumard,
16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, Jun 2016, Eindhoven, Netherlands. pp.338-350, ⟨10.1007/978-3-319-40596-4_29⟩
Conference papers hal-01329583v1

IMDDI et SPIMDDI : apprentissage incrémental de diagrammes de décisions pour une architecture SDyna

Jean-Christophe Magnan , Pierre-Henri Wuillemin
JFPDA, Jun 2015, Rennes, France
Conference papers hal-01340601v1

On-line Learning of Multi-valued Decision Diagrams

Jean-Christophe Magnan , Pierre-Henri Wuillemin
The Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, May 2015, Hollywood, Florida, United States. pp.576-580
Conference papers hal-01214670v1

The MIDAS Cloud Platform for Testing SOA Applications

Steffen Herbold , Jens Grabowski , Patrick Harms , Lom Messan Hillah , Fabrice Kordon et al.
8th International IEEE Conference on Software Testing, Verification and Validation (ICST), Apr 2015, Graz, Austria. pp.1-8, ⟨10.1109/ICST.2015.7102636⟩
Conference papers hal-01212852v1

Discovering Prerequisite Structure of Skills through Probabilistic Association Rules Mining

Yang Chen , Pierre-Henri Wuillemin , Jean-Marc Labat
The 8th International Conference on Educational Data Mining, Jun 2015, Madrid, Spain. pp.117-124
Conference papers hal-01212873v1

Mapping ontology with probabilistic relational models - an application to transformation processes

Juliette Dibie-Barthelemy , Cristina Manfredotti , Cédric Baudrit , Pierre-Henri Wuillemin
International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2015), Nov 2015, Lisbon, Spain. pp.171-178, ⟨10.5220/0005590001710178⟩
Conference papers hal-01233295v1

Bayesian Student Modeling Improved by Diagnostic Items

Yang Chen , Pierre-Henri Wuillemin , Jean-Marc Labat
12th International Conference on Intelligent Tutoring Systems, Jun 2014, Honolulu, United States. pp.144-149, ⟨10.1007/978-3-319-07221-0_17⟩
Conference papers hal-01215690v1

Uncertain Reasoning for Business Rules

Hamza Agli , Philippe Bonnard , Christophe Gonzales , Pierre-Henri Wuillemin
RuleML doctoral consortium, Aug 2014, Prague, Czech Republic
Conference papers hal-01215676v1

A Memetic Approach to Bayesian Network Structure Learning

Alberto Tonda , Evelyne Lutton , Giovanni Squillero , Pierre-Henri Wuillemin
16th European Conference on Applications of Evolutionary Computation, EvoApplications 2013, Apr 2013, Vienna, Austria. pp.102-111, ⟨10.1007/978-3-642-37192-9_11⟩
Conference papers hal-01221601v1
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Dynamic Credal Networks: introduction and use in robustness analysis

Matthieu Hourbracq , Cédric Baudrit , Pierre-Henri Wuillemin , Sébastien Destercke
Eighth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2013), Jul 2013, Compiègne, France. pp.159-169
Conference papers hal-00861994v1

Improving Decision Diagrams for Decision Theoretic Planning

Jean-Christophe Magnan , Pierre-Henri Wuillemin
The Twenty-Sixth International FLAIRS Conference, May 2013, Palo Alto, California, United States. pp.621-626
Conference papers hal-01218492v1
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Bayesian Network Structure Learning from Limited Datasets through Graph Evolution

Alberto Tonda , Evelyne Lutton , Romain Reuillon , Giovanni Squillero , Pierre-Henri Wuillemin et al.
EuroGP 2012 - 15th European Conference on Genetic Programming, Apr 2012, Malaga, Spain. pp.254-265, ⟨10.1007/978-3-642-29139-5_22⟩
Conference papers hal-00757529v1

Plasma insulin and inflammatory markers prior to weight loss can predict dietary responders

L. Kong , F. Hajduch , Pierre-Henri Wuillemin , J. Bastard , S. Fellahi et al.
47. Annual Meeting of the European Association for the Study of Diabetes (EASD), European Association for the Study of Diabetes (EASD). GBR., Sep 2011, Lisbonne, Portugal. ⟨10.1007/s00125-011-2276-4⟩
Conference papers hal-01204295v1

Cooperative coevolution for agrifood process modeling

Olivier Barrière , Evelyne Lutton , Pierre-Henri Wuillemin , Cédric Baudrit , Mariette Sicard et al.
EVOLVE 2011 International Workshop, May 2011, Bourglinster, Luxembourg. pp.247-287, ⟨10.1007/978-3-642-32726-1_7⟩
Conference papers hal-02746946v1

Steps towards model-based, inference-driven SOA Testing

Ariele-Paolo Maesano , Fabio de Rosa , Libero Maesano , Pierre-Henri Wuillemin
23rd International Conference on Software & System Engineering and their Applications (ICSSEA '11), Paris - Nov 29 - Dec 1 (2011), Nov 2011, Paris, France
Conference papers hal-01285539v1
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Patterns Discovery for Efficient Structured Probabilistic Inference

Lionel Torti , Christophe Gonzales , Pierre-Henri Wuillemin
SUM 2011 - 5th International Conference on Scalable Uncertainty Management, Oct 2011, Dayton, OH, United States. pp.247-260, ⟨10.1007/978-3-642-23963-2_20⟩
Conference papers hal-00660477v1

Plasma Insulin and Inflammatory Markers Prior to Weight Loss Can Predict Dietary Responders

Ling Chun Kong , Pierre-Henri Wuillemin , Froogh Hajduch , Jean-Philippe Bastard , Soraya Fellahi et al.
71st Scientific Session American Diabetes Association, Jun 2011, San Diego, California, United States
Conference papers hal-01285793v1

Optimisation de l'inférence dans les réseaux bayésiens dynamiques

Morgan Chopin , Pierre-Henri Wuillemin
11ème Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2010), Feb 2010, Toulouse, France. pp.171-185
Conference papers hal-01291376v1
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Structured Value Elimination with D-Separation Analysis

Lionel Torti , Pierre-Henri Wuillemin
International Florida Artificial Intelligence Research Society Conference, May 2010, Daytona Beach, United States. pp.122-127
Conference papers hal-00627846v1
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Reinforcing the Object-Oriented Aspect of Probabilistic Relational Models

Lionel Torti , Pierre-Henri Wuillemin , Christophe Gonzales
PGM 2010 - The Fifth European Workshop on Probabilistic Graphical Models, Sep 2010, Helsinki, Finland. pp.273-280
Conference papers hal-00627823v1
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Structured Variable Elimination avec analyse en d-séparation

Lionel Torti , Pierre-Henri Wuillemin
5èmes Journées Francophones sur les Réseaux Bayésiens (JFRB2010), May 2010, Nantes, France
Conference papers hal-00467583v1

Optimizing the triangulation of Dynamic Bayesian Networks

Morgan Chopin , Pierre-Henri Wuillemin
The 5th Probabilistic Graphical Models 2010, Sep 2010, Helsinki, Finland. pp.73-80
Conference papers hal-01291375v1
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Independence Model estimation using Artificial Evolution

Olivier Barrière , Evelyne Lutton , Pierre-Henri Wuillemin
5èmes Journées Francophones sur les Réseaux Bayésiens (JFRB2010), May 2010, Nantes, France
Conference papers hal-00467586v1
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Étude comparée des inférences dans les Modèles Relationnels Probabilistes

Lionel Torti , Pierre-Henri Wuillemin
11ème Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2010), Feb 2010, Toulouse, France. pp.57-58
Conference papers hal-00627835v1

Vers une intégration des connaissances pour une meilleure compréhension des procédés alimentaires

Cédric Baudrit , Pierre-Henri Wuillemin , Nathalie Perrot
11ème Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2010), Feb 2010, Toulouse, France. pp.47-48
Conference papers hal-01291275v1

Considering Unseen States as Impossible in Factored Reinforcement Learning

Olga Kozlova , Olivier Sigaud , Pierre-Henri Wuillemin , Christophe Meyer
European Conference on Machine Learning, Sep 2009, Bled, Slovenia. pp.721-735, ⟨10.1007/978-3-642-04180-8_64⟩
Conference papers hal-01296687v1
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Modélisation de réseaux bayésiens de très grandes tailles

Lionel Torti , Pierre-Henri Wuillemin
Manifestation de JEunes Chercheurs STIC, Nov 2009, Avignon, France. pp.1332
Conference papers hal-00627814v1

Geometric Analysis of a Capture Basin: Application to cheese ripening process

Salma Mesmoudi , Isabelle Alvarez , Sophie Martin , Mariette Sicard , Pierre-Henri Wuillemin et al.
European Conference on Complex Systems, Sep 2009, Warwick, United Kingdom
Conference papers hal-01296704v1
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Bayesian Network Structure learning using Cooperative Coevolution

Olivier Barrière , Evelyne Lutton , Pierre-Henri Wuillemin
Genetic and Evolutionary Computation Conference 09, Jul 2009, Montréal, Canada. pp.755-762, ⟨10.1145/1569901.1570006⟩
Conference papers hal-01295304v1

Dynamic Bayesian Networks for Modelling Food Processing: Application to the Cheese Ripening Process

Cédric Baudrit , Mariette Sicard , Pierre-Henri Wuillemin , Nathalie Perrot
8th World Congress of Chemichal Engineering 09, Aug 2009, Montréal, Canada
Conference papers hal-01294519v1

Toward a knowledge integration for representing food processes

Cédric Baudrit , Mariette Sicard , Pierre-Henri Wuillemin , Nathalie Perrot
European Conference on Complex Systems 2009, Sep 2009, Warwick, United Kingdom. 171 p
Conference papers hal-02753985v1

Les réseaux Bayésiens dynamiques pour intégrer les connaissances relatives aux procédés alimentaires (application au processus d'affinage)

Cédric Baudrit , Mariette Sicard , Pierre-Henri Wuillemin , Nathalie Perrot
XIIème Congrès de la Société Française de Génie des Procédés 09, Oct 2009, Marseille, France
Conference papers hal-01294528v1

Dynamic neural networks versus dynamic Bayesian networks to model microbial behaviours during the cheese ripening process

Cédric Baudrit , Mariette Sicard , Pierre-Henri Wuillemin , Nathalie Perrot
Annual meeting of European Federation of Food Science & Technology (EFFoST), Nov 2009, Budapest, Hungary
Conference papers hal-02815527v1
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Validation et enrichissement interactifs d'un apprentissage automatique des paramètres d'un réseau bayésien dynamique appliqué aux procédés alimentaires

Bruno Pinaud , Cédric Baudrit , Mariette Sicard , Pierre-Henri Wuillemin , Nathalie Perrot et al.
JFRB 2008 - 4èmes Journées Francophones sur les Réseaux Bayésiens, May 2008, Lyon, France
Conference papers hal-00259891v1

Exploiting Additive Structure in Factored MDPs for Reinforcement Learning

Thomas Degris , Olivier Sigaud , Pierre-Henri Wuillemin
European Workshop on Reinforcement Learning, Jun 2008, Villeneuve d’Ascq, France. pp.15-26, ⟨10.1007/978-3-540-89722-4_2⟩
Conference papers hal-01302178v1

A dynamic Bayesian Network to represent a ripening process of a soft mould cheese.

Cédric Baudrit , Pierre-Henri Wuillemin , Mariette Sicard , Nathalie Perrot
12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Sep 2008, Zagreb, Croatia. pp.265-272, ⟨10.1007/978-3-540-85565-1_33⟩
Conference papers hal-01302126v1

Using a Ranking Process and Expert Knowledge for Elicitation of Probabilities in a Bayesian Network

Yamna Ettarres , Khaled Mellouli , Pierre-Henri Wuillemin
8ème Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2007), Feb 2007, Grenoble, France. pp.101-115
Conference papers hal-01311591v1

Apprentissage par renforcement exploitant la structure additive des MDP factorisés

Thomas Degris , Olivier Sigaud , Pierre-Henri Wuillemin
JFPDA 2007 - 2e Journées Francophones Planification, Décision, Apprentissage pour la conduite de système, Jul 2007, Grenoble, France. pp.49-60
Conference papers hal-01305984v1

Apprentissage de la structure des processus de décision markoviens factorisés pour l'apprentissage par renforcement

Thomas Degris , Olivier Sigaud , Pierre-Henri Wuillemin
JFPDA 2006 - 1ères Journées Francophones sur la Planification, Décision, Apprentissage pour la conduite de systèmes, May 2006, Toulouse, France. pp.89-96
Conference papers hal-01336934v1

Learning the Structure of Factored Markov Decision Processes in Reinforcement Learning Problems

Thomas Degris , Olivier Sigaud , Pierre-Henri Wuillemin
The 23rd International Conference on Machine Learning, Jun 2006, Pittsburgh, Pennsylvania, United States. pp.257-264, ⟨10.1145/1143844.1143877⟩
Conference papers hal-01336925v1

A Bayesian MultiCriteria Approach for an Optimal Process Control

Yamna Ettarres , Khaled Mellouli , Pierre-Henri Wuillemin
First Conference of the Tunisian Management Science Society, Jun 2006, Hammamet, Tunisia
Conference papers hal-01337725v1

Chi-square Tests Driven Method for Learning the Structure of Factored MDPs

Thomas Degris , Olivier Sigaud , Pierre-Henri Wuillemin
The 22nd conference on Uncertainty in Artificial Intelligence, Jul 2006, Massachusetts Institute of Technology, Cambridge, MA, United States. pp.122-129
Conference papers hal-01351133v1

Elicitation of conditional probabilities in a Bayesian network using a ranking process and expert's beliefs fusion

Yamna Ettarres , Khaled Mellouli , Pierre-Henri Wuillemin
CIRO 2005 - 4ème Conférence Internationale en Recherche Opérationnelle, May 2005, Marrakech, Morocco. pp.145-159
Conference papers hal-01416724v1

Improving MACS thanks to a comparison with 2TBNs

Thierry Gourdin , Olivier Sigaud , Pierre-Henri Wuillemin
GECCO 2004 - Genetic and Evolutionary Computation Conference, Jun 2004, Seattle, WA, United States. pp.810-823, ⟨10.1007/978-3-540-24855-2_95⟩
Conference papers hal-01501406v1

Propagation in Bayesian Networks

Pierre-Henri Wuillemin
10th International Symposium on Applied Stochastic Models and Data Analysis, Jun 2001, Compiègne, France. pp.1016-1022
Conference papers hal-01572003v1

Réseaux probabilistes et Arbres de Décisions Binaires en Diagnostic

Pierre-Henri Wuillemin
3ème Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2000), Jan 2000, Nantes, France
Conference papers hal-01572587v1

Using ROBDDs for troubleshooting

Thomas Nielsen , Pierre-Henri Wuillemin , Finn Jensen , Uffe Kjaerulf
16th conference on Uncertainty in Artificial Intelligence, Jun 2000, Stanford, CA, United States. pp.426-435
Conference papers hal-01573490v1

Réseaux Probabilistes Orientés Objet

Pierre-Henri Wuillemin , Olav Bangsø
Langages et modèles à objet, Jan 2000, Mont Saint-Hilaire, Québec, Canada. pp.123-138
Conference papers hal-01572588v1

Top-Down Construction and Repetitive Structures Representation in Bayesian Networks

Olav Bangsø , Pierre-Henri Wuillemin
13th Florida Artificial Intelligence Research Society Conference, May 2000, Orlando, Florida, United States. pp.282-286
Conference papers hal-01573452v1

Recherche de la coupe optimale dans les réseaux probabilistes

Pierre-Henri Wuillemin
2ème Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 1999), Jan 1999, Autrans, France
Conference papers hal-01574708v1

Implémentation efficace d'algorithmes de propagation dans les réseaux probabilistes

Pierre-Henri Wuillemin , Christophe Gonzales
FRANCORO II - 2ndes Journées Francophones de Recherche Opérationnelle, 1998, Sousse, Tunisie
Conference papers hal-01617893v1

Propagation optimale dans les réseaux bayésiens sans cycles

Pierre-Henri Wuillemin , Christophe Gonzales
1er Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 1998), Jan 1998, Paris, France
Conference papers hal-01622893v1