[Bayesian Network]
- titre
- [2022] «A Hybrid Algorithm for Learning Causal Networks using Uncertain Experts’ Knowledge»
- auteur
- Gonzales, Christophe and Journe, Axel and Mabrouk, Ahmed
- article
- International Conference on Probabilistic Graphical Models,
pp241-252
- titre
- [2022] «Apprentissage de structure de réseau bayésien sous contraintes en présence de connaissances d’experts»
- auteur
- Gonzales, Christophe and Journe, Axel and Mabrouk, Ahmed
- article
- JIAF,
pp55
- titre
- [Mar, 2022] «Apprentissages dans les réseaux bayésiens à base de copules non-paramétriques»
- auteur
- Lasserre, Marvin (Thèse)
- article
-
- titre
- [2022] «Constraint-Based Learning for Non-Parametric Continuous Bayesian Networks»
- auteur
- Lebrun, Régis and Lasserre, Marvin and Wuillemin, Pierre-Henri
- article
-
- titre
- [2021] «Representing Relationships between Variables from Discrete, Continuous and Mixed Data with Graphical Models»
- auteur
- Dogan, Haluk (Thèse)
- article
-
- titre
- [2021] «PROCOP: probabilistic rules compilation and optimisation»
- auteur
- Ducamp, Gaspard (Thèse)
- article
-
- titre
- [2021] «Une Représentation Efficace en Tenseurs de Faible Rang pour les Algorithmes dans les Modeles Graphiques Probabilistes Complexes»
- auteur
- Ducamp, Gaspard and Bonnard, Philippe and Nouy, Anthony and Wuillemin, Pierre-Henri
- article
-
- titre
- [2021] «Constraint-Based Bayesian Network Structure Learning using Uncertain Experts’ Knowledge»
- auteur
- Gonzales, Christophe and Journe, Axel and Mabrouk, Ahmed
- article
- The International FLAIRS Conference Proceedings, vol.34
- titre
- [2021] «Apprentissage de modèles continus à grandes dimensions en utilisant l'information mutuelle et les réseaux bayésiens de copules»
- auteur
- Lasserre, Marvin and Lebrun, Régis and Wuillemin, Pierre-Henri
- article
- 10èmes Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes
- titre
- [2021] «Constraint-based learning for non-parametric continuous bayesian networks»
- auteur
- Lasserre, Marvin and Lebrun, Régis and Wuillemin, Pierre-Henri
- article
- Annals of Mathematics and Artificial Intelligence,
pp1035-1052, vol.89, Springer
- titre
- [2021] «Learning continuous high-dimensional models using mutual information and copula bayesian networks»
- auteur
- Lasserre, Marvin and Lebrun, Régis and Wuillemin, Pierre-Henri
- article
- Proceedings of the AAAI Conference on Artificial Intelligence,
pp12139-12146, vol.35
- titre
- [2021] «sparta: Sparse tables and their algebra with a view towards high dimensional graphical models»
- auteur
- Lindskou, Mads and Höjsgaard, Sören and Eriksen, Poul Svante and Tvedebrink, Torben
- article
- arXiv preprint
- titre
- [2020] «An efficient low-rank tensors representation for algorithms in complex probabilistic graphical models»
- auteur
- Ducamp, Gaspard and Bonnard, Philippe and Wuillemin, Pierre-Henri and others
- article
- International Conference on Probabilistic Graphical Models,
pp173-184
- titre
- [2018] «Improving probabilistic rules compilation using prm»
- auteur
- Ducamp, Gaspard and Bonnard, Philippe and de Sainte Marie, Christian and Gonzales, Christophe and Wuillemin, Pierre-Henri
- article
- RuleML+ RR Doctoral Consortium 2018 (2nd International Joint Conference on Rules and Reasoning)
- titre
- [2017] «Raisonnement incertain pour les règles métier»
- auteur
- Agli, Hamza
- article
-
- titre
- [2017] «Uncertain reasoning for business rules»
- auteur
- Agli, Hamza
- article
-
[Robotic]
- titre
- [2023] «Recognition Using Multi-Modal Data Fusion»
- auteur
- Irfan, Bahar and Belpaeme, Tony
- article
-
- titre
- [2021] «Multi-modal open world user identification»
- auteur
- Irfan, Bahar and Ortiz, Michael Garcia and Lyubova, Natalia and Belpaeme, Tony
- article
- ACM Transactions on Human-Robot Interaction (THRI),
pp1-50, vol.11, ACM New York, NY
- titre
- [2021] «On the Design of a Decision Support System for Robotic Equipment Adoption in Construction Processes»
- auteur
- Marcher, Carmen and Giusti, Andrea and Matt, Dominik T
- article
- Applied Sciences,
pp114-115, vol.11, MDPI
- titre
- [2018] «Multi-modal open-set person identification in hri»
- auteur
- Irfan, Bahar and Lyubova, Natalia and Garcia Ortiz, M and Belpaeme, Tony
- article
-
- titre
- [2018] «Autonomous and Online Generation of Skills Inferring Actions Adapted to Low-Level and High-Level Contextual States»
- auteur
- Maestre, Carlos
- article
-
[Monitoring]
- titre
- [2021] «A unifying framework and comparative evaluation of statistical and machine learning approaches to non-specific syndromic surveillance»
- auteur
- Kulessa, Moritz and Mencìa, Eneldo Loza and Fürnkranz, Johannes
- article
- Computers,
pp32, vol.10, MDPI
- titre
- [2021] «Epidemic Attack on the Aircraft Carrier Theodore Roosevelt: Bridging the Gaps in Emergency Management»
- auteur
- Lai, Kenneth and Yanushkevich, Svetlana N and Shmerko, Vlad P
- article
- The Journal of Defense Modeling and Simulation, SAGE Publications London, England
- titre
- [2020] «Dynamic bayesian networks based abnormal event classifier for nuclear power plants in case of cyber security threats»
- auteur
- Vaddi, Pavan Kumar and Pietrykowski, Michael C and Kar, Diptendu and Diao, Xiaoxu and Zhao, Yunfei and Mabry, Timothy and Ray, Indrajit and Smidts, Carol
- article
- Progress in Nuclear Energy,
pp103479, vol.128, Elsevier
[Diagnostic]
- titre
- [2022] «Assessment of tissue toxicity risk in breast radiotherapy using Bayesian networks»
- auteur
- Ciunkiewicz, Philip and Roumeliotis, Michael and Stenhouse, Kailyn and McGeachy, Philip and Quirk, Sarah and Grendarova, Petra and Yanushkevich, Svetlana
- article
- Medical Physics,
pp3585-3596, vol.49
- titre
- [July 2022] «Model-based Probabilistic Diagnostics of Cyber-Physical Systems»
- auteur
- Guus Grievink
- article
-
- titre
- [2021] «Embedding Diagnosability of Complex Industrial Systems Into the Design Process Using a Model-Based Methodology»
- auteur
- Barbini, Leonardo and Bratosin, Carmen and N\"agele, Thomas
- article
- PHM Society European Conference,
pp9-9, vol.6
- titre
- [2018] «Application of bayesian reasoning for fault diagnosis over a controller of a software defined network»
- auteur
- Benayas de los Santos, Fernando
- article
- Telecomunicacion
[Optimization]
- titre
- [2021] «Optimization algorithms for resilient path selection in networks»
- auteur
- Casazza, Marco and Ceselli, Alberto
- article
- Computers & Operations Research,
pp105191, vol.128, Elsevier
- titre
- [2021] «Solution Enumeration by Optimality in Answer Set Programming»
- auteur
- Pajunen, Jukka and Janhunen, Tomi
- article
- Theory and Practice of Logic Programming,
pp750-767, vol.21, Cambridge University Press
[Software]
- titre
- [2022] «BayesianSafety-An Open-Source Package for Causality-Guided, Multi-model Safety Analysis»
- auteur
- Maier, Robert and Mottok, Jürgen
- article
- Computer Safety, Reliability, and Security: 41st International Conference, SAFECOMP 2022, Munich, Germany, September 6-9, 2022, Proceedings,
pp17-30
- titre
- [2022] «Developing Embodied Conversational Agents in the Unreal Engine: The FANTASIA Plugin»
- auteur
- Origlia, Antonio and Di Bratto, Martina and Di Maro, Maria and Mennella, Sabrina
- article
- Proceedings of the 30th ACM International Conference on Multimedia,
pp6950-6951
- titre
- [2021] «PyCID: A Python Library for Causal Influence Diagrams»
- auteur
- Fox, James and Everitt, Tom and Carey, Ryan and Langlois, Eric and Abate, Alessandro and Wooldridge, Michael
- article
- SciPy
|
[Modeling]
- titre
- [2022] «Identifier et reconnaitre des essences de bois à l’aide d’un réseau Bayésien basé sur des indicateurs macroscopiques»
- auteur
- Baudrit, Cédric and Michaud, Franck and Fernandez, Christophe and Munch, M and LIMBHA, Ecole Supérieure du Bois
- article
- IC’22 Journées francophones d’Ingénierie des Connaissances
- titre
- [2019] «Uncertainty processing and risk monitoring in construction projects using hierarchical probabilistic relational models»
- auteur
- Baudrit, Cédric and Taillandier, Franck and Tran, Thi Thuy Phuong and Breysse, Denys
- article
- Computer-Aided Civil and Infrastructure Engineering,
pp97-115, vol.34, Wiley Online Library
- titre
- [2019] «Application of decision support systems for advanced equipment selection in construction»
- auteur
- Marcher, Carmen and Giusti, Andrea and Schimanski, Christoph P and Matt, Dominik T
- article
- International Conference on Cooperative Design, Visualization and Engineering,
pp229-235
- titre
- [2018] «Prendre en compte l’humain en génie civil, la modélisation face au défi de la complexité»
- auteur
- Taillandier, Franck Sfiligoï
- article
-
- titre
- [2017] «Learning probabilistic relational models using an ontology of transformation processes»
- auteur
- Munch, Mélanie and Wuillemin, Pierre-Henri and Manfredotti, Cristina and Dibie, Juliette and Dervaux, Stephane
- article
- OTM Confederated International Conferences" On the Move to Meaningful Internet Systems",
pp198-215
[Causality]
- titre
- [2022] «Sensitivity Analysis of Stroke Predictors Using Structural Equation Modeling and Bayesian Networks»
- auteur
- Oliveira, Helder C. R. and Yanushkevich, Svetlana and Almekhlafi, Mohammed
- article
- 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB),
pp1-8
- titre
- [2022] «Towards Causal Effect Estimation of Emotional Labeling of Watched Videos»
- auteur
- Pereira, Eanes Torres and do Nascimento Silva, Geovane
- article
- Revista de Inform\'atica Te\'orica e Aplicada,
pp48-62, vol.29
- titre
- [2022] «From Personal Observations to Recommendation of Tailored Interventions based on Causal Reasoning: a case study of Falls Prevention in Elderly Patients»
- auteur
- Salma Chaieb and Ali Ben Mrad and Brahim Hnich
- article
- International Journal of Medical Informatics,
pp104765, vol.163
[Classification_and_Explainability]
- titre
- [2023] «Interpreting Predictive Models through Causality: A Query-Driven Methodology»
- auteur
- Ali, Mahdi Hadj and Le Biannic, Yann and Wuillemin, Pierre-Henri
- article
- The International FLAIRS Conference Proceedings, vol.36
- titre
- [May, 2022] «Learning Bayesian Networks for the Prediction of Unfavorable Health Events in Nursing Homes»
- auteur
- Charon, Clara and Wuillemin, Pierre-Henri and Belmin, Joël
- article
- Challenges of Trustable AI and Added-Value on Health,
pp147 - 148, vol.294, IOS Press
- titre
- [2021] «Réseaux Bayésiens pour la Prédiction d'Evènements de Santé Défavorables en EHPAD (Etablissement d'Hébergement pour Personnes Agées Dépendantes)»
- auteur
- Charon, Clara and Wuillemin, Pierre-Henri and Belmin, Joël
- article
- 10èmes Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes (JFRB 2021)
- titre
- [Oct, 2021] «Réseaux bayésiens et valeurs de Shapley» (Porquerolles, France)
- auteur
- Hadj Ali, Mahdi and Le Biannic, Yann and Wuillemin, Pierre-Henri
- article
- 10èmes Journée Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes (JFRB 2021)
- titre
- [2021] «Weight of Evidence Approach to Maritime Accident Risk Assessment Based on Bayesian Network Classifier»
- auteur
- Kuzmaniç Skelin, Ana and Vojkoviç Lea and Mohoviç Dani and Zec, Damir
- article
- Transactions on Maritime Science,
pp330-347, vol.10, Pomorski fakultet u Splitu
[Decision Support]
- titre
- [2021] «Personalized Arterovenous Fistula Management through Utility Maximization with Influence Diagram.»
- auteur
- Bregoli, Alessandro and Neri, Luca and Botler, Max and Schumacher, Erik and Peralta, Ricardo and Ponce, Pedro and Stuard, Stefano and Bellocchio, Francesco
- article
- SMARTERCARE@ AI* IA,
pp61-66
- titre
- [2021] «Decision Support for Infection Outbreak Analysis: the case of the Diamond Princess cruise ship»
- auteur
- Oliveira, Helder CR and Shmerko, Vlad and Yanushkevich, Svetlana N
- article
- 2021 IEEE Symposium Series on Computational Intelligence (SSCI),
pp1-8
[Database]
- titre
- [2022] «Towards a Distributed Inference Detection System in a Multi-Database Context»
- auteur
- Rafik, Sad and Lachat, Paul and Bennani, Nadia and Rehn-Sonigo, Veronika
- article
- 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC),
pp1550-1554
- titre
- [2021] «A probabilistic database approach to autoencoder-based data cleaning»
- auteur
- Mauritz, R. R. and Nijweide, F. P. J. and Goseling, J. and van Keulen, M.
- article
- arXiv
- titre
- [2021] «Autoencoder-based cleaning in probabilistic databases»
- auteur
- Mauritz, RR and Nijweide, FPJ and Goseling, Jasper and van Keulen, Maurice
- article
- ACM Journal of Data and Information Quality. Advance online publication
- titre
- [2020] «Improving data quality in a probabilistic database by means of an autoencoder»
- auteur
- Mauritz, RR
- article
- B.S. thesis
[BioInformatic]
- titre
- [2022] «Assessment of tissue toxicity risk in breast radiotherapy using Bayesian networks»
- auteur
- Ciunkiewicz, Philip and Roumeliotis, Michael and Stenhouse, Kailyn and McGeachy, Philip and Quirk, Sarah and Grendarova, Petra and Yanushkevich, Svetlana
- article
- Medical Physics,
pp3585-3596, vol.49, Wiley Online Library
- titre
- [2022] «Improved Design of Bayesian Networks for Modelling Toxicity Risk in Breast Radiotherapy using Dynamic Discretization»
- auteur
- Ciunkiewicz, Philip and Yanushkevich, Svetlana and Roumeliotis, Michael and Stenhouse, Kailyn and McGeachy, Philip and Quirk, Sarah and Grendarova, Petra
- article
- 2022 International Joint Conference on Neural Networks (IJCNN),
pp01-08
- titre
- [2021] «Elucidation of dynamic microRNA regulations in cancer progression using integrative machine learning»
- auteur
- Dogan, Haluk and Hakguder, Zeynep and Madadjim, Roland and Scott, Stephen and Pierobon, Massimiliano and Cui, Juan
- article
- Briefings in bioinformatics,
pp270, vol.22, Oxford University Press
- titre
- [2021] «Using an integrative machine learning approach to study microRNA regulation networks in pancreatic cancer progression»
- auteur
- Madadjim, Roland
- article
-
- titre
- [2019] «Elucidation of MicroRNA-Gene Regulation in Human Cancer with Integrative Network Models»
- auteur
- Dogan, Haluk and Hakguder, Zeynep and Scott, Stephen and Cui, Juan
- article
- 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),
pp2729-2734
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2
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