default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDPierre-Henri Wuillemin
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j17]Mahdi Hadj Ali
, Yann Le Biannic, Pierre-Henri Wuillemin:
Reliable Estimation of Causal Effects Using Predictive Models. Int. J. Artif. Intell. Tools 33(3): 2460006:1-2460006:33 (2024)- [c47]Mahdi Hadj Ali, Yann Le Biannic, Pierre-Henri Wuillemin:
Quantifying a Causal Effect from a CPDAG with Targeted Exogenous Causal Knowledge. ECAI 2024: 3187-3194 - 2023
- [j16]Bastien Chassagnol, Antoine Bichat, Cheïma Boudjeniba, Pierre-Henri Wuillemin, Mickaël Guedj, David Gohel, Grégory Nuel, Etienne Becht:
Gaussian Mixture Models in R. R J. 15(2): 56-76 (2023) - [c46]Chen Dang, Cristina Bazgan, Tristan Cazenave, Morgan Chopin, Pierre-Henri Wuillemin:
Warm-Starting Nested Rollout Policy Adaptation with Optimal Stopping. AAAI 2023: 12381-12389 - [c45]Mahdi Hadj Ali, Yann Le Biannic, Pierre-Henri Wuillemin:
Interpreting Predictive Models through Causality: A Query-Driven Methodology. FLAIRS 2023 - [c44]Clara Charon, Pierre-Henri Wuillemin, Joël Belmin:
Improving Pressure Ulcers Prediction in Nursing Homes with ML Algorithm. MIE 2023: 350-351 - 2022
- [j15]Mélanie Münch, Patrice Buche, Stéphane Dervaux, Juliette Dibie, Liliana Ibanescu, Cristina E. Manfredotti, Pierre-Henri Wuillemin, Hélène Angellier-Coussy:
Combining ontology and probabilistic models for the design of bio-based product transformation processes. Expert Syst. Appl. 203: 117406 (2022) - [j14]Melanie Munch, Patrice Buche, Hélène Angellier-Coussy, Cristina E. Manfredotti, Pierre-Henri Wuillemin:
Formalising contextual expert knowledge for causal discovery in linked knowledge graphs about transformation processes: application to processing of bio-composites for food packaging. Int. J. Metadata Semant. Ontologies 16(1): 1-15 (2022) - [c43]Clara Charon, Pierre-Henri Wuillemin, Joël Belmin:
Learning Bayesian Networks for the Prediction of Unfavorable Health Events in Nursing Homes. MIE 2022: 147-148 - 2021
- [j13]Marvin Lasserre, Régis Lebrun, Pierre-Henri Wuillemin:
Constraint-based learning for non-parametric continuous bayesian networks. Ann. Math. Artif. Intell. 89(10-11): 1035-1052 (2021) - [j12]Nataliya Sokolovska, Pierre-Henri Wuillemin:
The Role of Instrumental Variables in Causal Inference Based on Independence of Cause and Mechanism. Entropy 23(8): 928 (2021) - [c42]Marvin Lasserre, Régis Lebrun, Pierre-Henri Wuillemin:
Learning Continuous High-Dimensional Models using Mutual Information and Copula Bayesian Networks. AAAI 2021: 12139-12146 - [c41]Mélanie Münch, Patrice Buche, Cristina E. Manfredotti, Pierre-Henri Wuillemin, Hélène Angellier-Coussy:
A Process Reverse Engineering Approach Using Process and Observation Ontology and Probabilistic Relational Models: Application to Processing of Bio-composites for Food Packaging. MTSR 2021: 3-15 - [c40]Chen Dang, Cristina Bazgan, Tristan Cazenave, Morgan Chopin, Pierre-Henri Wuillemin:
Monte Carlo Search Algorithms for Network Traffic Engineering. ECML/PKDD (4) 2021: 486-501 - 2020
- [c39]Marvin Lasserre, Régis Lebrun, Pierre-Henri Wuillemin:
Constaint-Based Learning for Non-Parametric Continuous Bayesian Networks. FLAIRS 2020: 581-586 - [c38]Gaspard Ducamp, Philippe Bonnard, Pierre-Henri Wuillemin:
Uncertain Reasoning in Rule-Based Systems Using PRM. FLAIRS 2020: 617-620 - [c37]Gaspard Ducamp, Philippe Bonnard, Anthony Nouy, Pierre-Henri Wuillemin:
An Efficient Low-Rank Tensors Representation for Algorithms in Complex Probabilistic Graphical Models. PGM 2020: 173-184 - [c36]Gaspard Ducamp, Christophe Gonzales, Pierre-Henri Wuillemin:
aGrUM/pyAgrum : a toolbox to build models and algorithms for Probabilistic Graphical Models in Python. PGM 2020: 609-612 - [c35]Gaspard Ducamp, Philippe Bonnard, Christian de Sainte Marie, Pierre-Henri Wuillemin:
Advanced Syntax and Compilation for Probabilistic Production Rules with PRM. RuleML+RR (Supplement) 2020: 103-110 - [i3]Nataliya Sokolovska, Pierre-Henri Wuillemin:
Latent Instrumental Variables as Priors in Causal Inference based on Independence of Cause and Mechanism. CoRR abs/2007.08812 (2020)
2010 – 2019
- 2019
- [c34]Melanie Munch, Juliette Dibie, Pierre-Henri Wuillemin, Cristina E. Manfredotti:
Towards Interactive Causal Relation Discovery Driven by an Ontology. FLAIRS 2019: 504-508 - [c33]Melanie Munch, Juliette Dibie-Barthélemy, Pierre-Henri Wuillemin, Cristina E. Manfredotti:
Interactive Causal Discovery in Knowledge Graphs. PROFILES/SEMEX@ISWC 2019: 78-93 - 2018
- [j11]Véronique Delcroix, Pierre-Henri Wuillemin:
Introduction. Rev. d'Intelligence Artif. 32(1): 7-10 (2018) - [j10]Matthieu Hourbracq, Pierre-Henri Wuillemin, Christophe Gonzales, Philippe Baumard:
Apprentissage et sélection de réseaux bayésiens dynamiques pour les processus online non stationnaires. Rev. d'Intelligence Artif. 32(1): 75-109 (2018) - [j9]Hamza Agli, Philippe Bonnard, Christophe Gonzales, Pierre-Henri Wuillemin:
Inférence incrémentale pour les modèles. Rev. d'Intelligence Artif. 32(1): 111-132 (2018) - [c32]Melanie Munch, Pierre-Henri Wuillemin, Juliette Dibie, Cristina E. Manfredotti, Thomas Allard, Solange Buchin, Elisabeth Guichard:
Identifying Control Parameters in Cheese Fabrication Process Using Precedence Constraints. DS 2018: 421-434 - [c31]Miyoung Han, Pierre-Henri Wuillemin, Pierre Senellart:
Focused Crawling Through Reinforcement Learning. ICWE 2018: 261-278 - [c30]Gaspard Ducamp, Philippe Bonnard, Christian de Sainte Marie, Christophe Gonzales, Pierre-Henri Wuillemin:
Improving Probabilistic Rules Compilation using PRM. RuleML+RR (Supplement) 2018 - 2017
- [j8]Jean-Christophe Magnan, Pierre-Henri Wuillemin:
Efficient incremental planning and learning with multi-valued decision diagrams. J. Appl. Log. 22: 63-90 (2017) - [j7]Lom-Messan Hillah, Ariele-Paolo Maesano, Fabio De Rosa, Fabrice Kordon, Pierre-Henri Wuillemin, Riccardo Fontanelli, Sergio Di Bona, Davide Guerri, Libero Maesano:
Automation and intelligent scheduling of distributed system functional testing - Model-based functional testing in practice. Int. J. Softw. Tools Technol. Transf. 19(3): 281-308 (2017) - [c29]Matthieu Hourbracq, Pierre-Henri Wuillemin, Christophe Gonzales, Philippe Baumard:
Learning and Selection of Dynamic Bayesian Networks for Non-Stationary Processes in Real Time. FLAIRS 2017: 742-747 - [c28]Christophe Gonzales, Lionel Torti, Pierre-Henri Wuillemin:
aGrUM: A Graphical Universal Model Framework. IEA/AIE (2) 2017: 171-177 - [c27]Melanie Munch, Pierre-Henri Wuillemin, Cristina E. Manfredotti, Juliette Dibie, Stéphane Dervaux:
Learning Probabilistic Relational Models Using an Ontology of Transformation Processes. OTM Conferences (2) 2017: 198-215 - 2016
- [j6]Cédric Baudrit, Sébastien Destercke, Pierre-Henri Wuillemin:
Unifying parameter learning and modelling complex systems with epistemic uncertainty using probability interval. Inf. Sci. 367-368: 630-647 (2016) - [c26]Hamza Agli, Philippe Bonnard, Christophe Gonzales, Pierre-Henri Wuillemin:
Incremental Junction Tree Inference. IPMU (1) 2016: 326-337 - [c25]Matthieu Hourbracq, Pierre-Henri Wuillemin, Christophe Gonzales, Philippe Baumard:
Real Time Learning of Non-stationary Processes with Dynamic Bayesian Networks. IPMU (1) 2016: 338-350 - [c24]Hamza Agli, Philippe Bonnard, Christophe Gonzales, Pierre-Henri Wuillemin:
Business Rules Uncertainty Management with Probabilistic Relational Models. RuleML 2016: 53-67 - [c23]Lom-Messan Hillah, Ariele-Paolo Maesano, Libero Maesano, Fabio De Rosa, Fabrice Kordon, Pierre-Henri Wuillemin:
Service functional testing automation with intelligent scheduling and planning. SAC 2016: 1605-1610 - 2015
- [j5]Jean-Baptiste Rouquier, Isabelle Alvarez, Romain Reuillon, Pierre-Henri Wuillemin:
A kd-tree algorithm to discover the boundary of a black box hypervolume - Or how to peel potatoes by recursively cutting them in halves. Ann. Math. Artif. Intell. 75(3-4): 335-350 (2015) - [c22]Yang Chen, Pierre-Henri Wuillemin, Jean-Marc Labat:
Discovering Prerequisite Structure of Skills through Probabilistic Association Rules Mining. EDM 2015: 117-124 - [c21]Jean-Christophe Magnan, Pierre-Henri Wuillemin:
On-Line Learning of Multi-Valued Decision Diagrams. FLAIRS 2015: 576-580 - [c20]Cristina E. Manfredotti, Cédric Baudrit, Juliette Dibie-Barthélemy, Pierre-Henri Wuillemin:
Mapping Ontology with Probabilistic Relational Models. KEOD 2015: 171-178 - [c19]Steffen Herbold, Alberto De Francesco, Jens Grabowski, Patrick Harms, Lom-Messan Hillah, Fabrice Kordon, Ariele-Paolo Maesano, Libero Maesano, Claudia Di Napoli, Fabio De Rosa, Martin A. Schneider, Nicola Tonellotto, Marc-Florian Wendland, Pierre-Henri Wuillemin:
The MIDAS Cloud Platform for Testing SOA Applications. ICST 2015: 1-8 - 2014
- [c18]Yang Chen, Pierre-Henri Wuillemin, Jean-Marc Labat:
Bayesian Student Modeling Improved by Diagnostic Items. Intelligent Tutoring Systems 2014: 144-149 - [c17]Hamza Agli, Philippe Bonnard, Pierre-Henri Wuillemin, Christophe Gonzales:
Uncertain Reasoning for Business Rules. Challenge+DC@RuleML 2014 - 2013
- [j4]Lionel Torti, Christophe Gonzales, Pierre-Henri Wuillemin:
Speeding-up structured probabilistic inference using pattern mining. Int. J. Approx. Reason. 54(7): 900-918 (2013) - [c16]Alberto Paolo Tonda, Evelyne Lutton, Giovanni Squillero, Pierre-Henri Wuillemin:
A Memetic Approach to Bayesian Network Structure Learning. EvoApplications 2013: 102-111 - [c15]Jean-Christophe Magnan, Pierre-Henri Wuillemin:
Improving Decision Diagrams for Decision Theoretic Planning. FLAIRS 2013 - [p1]Olivier Barrière, Evelyne Lutton, Pierre-Henri Wuillemin, Cédric Baudrit, Mariette Sicard, Nathalie Perrot:
Cooperative Coevolution for Agrifood Process Modeling. EVOLVE 2013: 247-287 - [i2]Thomas D. Nielsen, Pierre-Henri Wuillemin, Finn Verner Jensen, Uffe Kjærulff:
Using ROBDDs for Inference in Bayesian Networks with Troubleshooting as an Example. CoRR abs/1301.3880 (2013) - 2012
- [j3]Pierre-Henri Wuillemin, Lionel Torti:
Structured probabilistic inference. Int. J. Approx. Reason. 53(7): 946-968 (2012) - [c14]Alberto Paolo Tonda, Evelyne Lutton, Romain Reuillon, Giovanni Squillero, Pierre-Henri Wuillemin:
Bayesian Network Structure Learning from Limited Datasets through Graph Evolution. EuroGP 2012: 254-265 - [i1]Thomas Degris, Olivier Sigaud, Pierre-Henri Wuillemin:
Chi-square Tests Driven Method for Learning the Structure of Factored MDPs. CoRR abs/1206.6842 (2012) - 2011
- [j2]Mariette Sicard, Cédric Baudrit, M. N. Leclerc-Perlat, Pierre-Henri Wuillemin, Nathalie Perrot:
Expert knowledge integration to model complex food processes. Application on the camembert cheese ripening process. Expert Syst. Appl. 38(9): 11804-11812 (2011) - [c13]Lionel Torti, Christophe Gonzales, Pierre-Henri Wuillemin:
Patterns Discovery for Efficient Structured Probabilistic Inference. SUM 2011: 247-260 - 2010
- [c12]Lionel Torti, Pierre-Henri Wuillemin:
Structured Value Elimination with D-Separation Analysis. FLAIRS 2010 - [c11]Ettarres Yamna, Khaled Mellouli, Pierre-Henri Wuillemin:
A Multicriteria Bayesian Intelligent Tutoring System MBITS. ISDA 2010: 714-719
2000 – 2009
- 2009
- [j1]Thomas Degris, Olivier Sigaud, Pierre-Henri Wuillemin:
Apprentissage par renforcement factorisé pour le comportement de personnages non joueurs. Rev. d'Intelligence Artif. 23(2-3): 221-251 (2009) - [c10]Olivier Barrière, Evelyne Lutton, Pierre-Henri Wuillemin:
Bayesian network structure learning using cooperative coevolution. GECCO 2009: 755-762 - [c9]Olga Kozlova, Olivier Sigaud, Pierre-Henri Wuillemin, Christophe Meyer:
Considering Unseen States as Impossible in Factored Reinforcement Learning. ECML/PKDD (1) 2009: 721-735 - 2008
- [c8]Thomas Degris, Olivier Sigaud, Pierre-Henri Wuillemin:
Exploiting Additive Structure in Factored MDPs for Reinforcement Learning. EWRL 2008: 15-26 - [c7]Cédric Baudrit, Pierre-Henri Wuillemin, Mariette Sicard, Nathalie Perrot:
A Dynamic Bayesian Network to Represent a Ripening Process of a Soft Mould Cheese. KES (2) 2008: 265-272 - 2006
- [c6]Thomas Degris, Olivier Sigaud, Pierre-Henri Wuillemin:
Learning the structure of Factored Markov Decision Processes in reinforcement learning problems. ICML 2006: 257-264 - [c5]Thomas Degris, Olivier Sigaud, Pierre-Henri Wuillemin:
Chi-square Tests Driven Method for Learning the Structure of Factored MDPs. UAI 2006 - 2004
- [c4]Olivier Sigaud, Thierry Gourdin, Pierre-Henri Wuillemin:
Improving MACS Thanks to a Comparison with 2TBNs. GECCO (2) 2004: 810-823 - 2000
- [c3]Olav Bangsø, Pierre-Henri Wuillemin:
Top-Down Construction and Repetetive Structures Representation in Bayesian Networks. FLAIRS 2000: 282-286 - [c2]Pierre-Henri Wuillemin, Olav Bangsø:
Réseaux Probabilistes Orientés Objet. LMO 2000: 123-138 - [c1]Thomas D. Nielsen, Pierre-Henri Wuillemin, Finn Verner Jensen, Uffe Kjærulff:
Using ROBDDs for Inference in Bayesian Networks with Troubleshooting as an Example. UAI 2000: 426-435
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-07 20:22 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
