[Références aGrUM]
This page is built using google scholar (
here and
here ) or manually if we find papers that use aGrUM but
do not cite one of our references :
(‡) at the end of the title.
Last update : September 29, 2025 (15:18).
Total : 123
2026 1
2025 13
2024 27
2023 20
2022 21
2021 25
2020 3
2019 5
2018 5
2017 2
2015 1
BayesianNetwork
Medicine
Causality
Modeling
DecisionSupport
Database
IntelligentTutoringSystem
ClassificationAndExplainability
Diagnostic
Monitoring
Robotic
BioInformatic
Forensic
Optimization
Software
RiskManagement
Epistemology
Finance
Statistics
[BayesianNetwork]
Total : 20
25 2
24 2
23 1
22 4
21 8
20 1
18 1
17 1
titre
[2025] «AIA: A Customized Multi-Core RISC-V SoC for Discrete Sampling Workloads in 16 nm »
auteur Zhao, Shirui and Shah, Nimish and Meert, Wannes and Verhelst, Marian
article IEEE Journal of Solid-State Circuits , pp1-14
titre
[2025] «Probabilistic causal graphs as categorical data synthesizers: Do they do better than Gaussian Copulas and Conditional Tabular GANs? »
auteur Olha Shaposhnyk and Noor Abid and Mouri Zakir and Svetlana Yanushkevich
article IEEE Journal of Solid-State Circuits , pp1-14
titre
[2024] «Approximate inference on optimized quantum Bayesian networks »
auteur Walid Fathallah and Nahla Ben Amor and Philippe Leray
article International Journal of Approximate Reasoning , pp109307, vol.175
titre
[2024] «bnRep: A repository of Bayesian networks from the academic literature »
auteur Manuele Leonelli
article International Journal of Approximate Reasoning , pp109307, vol.175
titre
[2023] «Efficient search for relevance explanations using MAP-independence in Bayesian networks »
auteur Enrique Valero-Leal and Concha Bielza and Pedro Larra\~naga and Silja Renooij
article International Journal of Approximate Reasoning , pp108965, vol.175
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, vol.175
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, vol.175
titre
[2022, Mar,] «Apprentissages dans les réseaux bayésiens à base de copules non-paramétriques »
auteur Lasserre, Marvin
article JIAF , pp55, vol.175, Sorbonne University
titre
[2022, Mar,] «Constraint-Based Learning for Non-Parametric Continuous Bayesian Networks »
auteur Lebrun, Régis and Lasserre, Marvin and Wuillemin, Pierre-Henri
article JIAF , pp55, vol.175, Sorbonne University
titre
[2021, Mar,] «Representing Relationships between Variables from Discrete, Continuous and Mixed Data with Graphical Models »
auteur Dogan, Haluk
article PhD thesis , pp55, vol.175, The University of Nebraska-Lincoln
titre
[2021, Mar,] «PROCOP: probabilistic rules compilation and optimisation »
auteur Ducamp, Gaspard
article PhD thesis , pp55, vol.175, The University of Nebraska-Lincoln
titre
[2021, Mar,] «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 PhD thesis , pp55, vol.175, The University of Nebraska-Lincoln
titre
[2021, Mar,] «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 , pp55, vol.34, The University of Nebraska-Lincoln
titre
[2021, Mar,] «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 , pp55, vol.34, The University of Nebraska-Lincoln
titre
[2021, Mar,] «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, Mar,] «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, Springer
titre
[2021, Mar,] «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 , pp12139-12146, vol.35, Springer
titre
[2020, Mar,] «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, vol.35, Springer
titre
[2018, Mar,] «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) , pp173-184, vol.35, Springer
titre
[2017, Mar,] «Raisonnement incertain pour les règles métier »
auteur Agli, Hamza
article PhD thesis , pp173-184, vol.35, Sorbonne université
[Robotic]
Total : 5
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 Applied Sciences , pp114-115, vol.11, MDPI
titre
[2018] «Autonomous and Online Generation of Skills Inferring Actions Adapted to Low-Level and High-Level Contextual States »
auteur Maestre, Carlos
article PhD thesis , pp114-115, vol.11, Sorbonne université
[Monitoring]
Total : 5
titre
[2024] «REAL-SAP: Real-time Evidence Aware Liable Safety Assessment for Perception in Autonomous Driving »
auteur Sun, Chen and Ning, Minghao and Deng, Zejian and Khajepour, Amir
article IEEE Transactions on Vehicular Technology , pp1-14
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 , pp32, vol.10, 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
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
[Medicine]
Total : 17
titre
[2025] «Bridging the gap between hepatocellular carcinoma management guidelines and personalised medicine: a Bayesian network study »
auteur Wang, Yi-Chun and Bulte, Daniel and Brady, Michael
article Frontiers in Bioinformatics , vol.Volume 5 - 2025
titre
[2025, May] «A simulated annealing-based Bayesian network structure optimization framework for late morbidity prediction with a large prospective dataset »
auteur Stenhouse, Kailyn and McGeachy, Philip and Spampinato, Sofia and Tanderup, Kari and Kirchheiner, Kathrin and Martell, Kevin and Quirk, Sarah and Viswanathan, Akila N. and Roumeliotis, Michael
article Medical Physics , vol.n/a
titre
[2024, Dec,] «Applications of Machine Learning to the High-Dose-Rate Cervical Brachytherapy Workflow: Applicator Prediction and Late Toxicity Modelling »
auteur Stenhouse, Kailyn
article Thesis , vol.n/a
titre
[2024, Jul,] «Classification probabiliste pour la prédiction et l'explication d'événements de santé défavorables et évitables en EHPAD »
auteur Charon, Clara
article Thesis , vol.n/a
titre
[2024, Jul,] «Probabilistic Causal Data Modeling of Barriers to Accessibility for Persons with Disabilities in Canada »
auteur Zakir, Mouri
article Master thesis , vol.n/a, University of Calgary
titre
[2024, Jul,] «Bayesian network-based resilience assessment of interdependent infrastructure systems under optimal resource allocation strategies »
auteur Sun, Jingran and Bathgate, Kyle and Zhang, Zhanmin
article Resilient Cities and Structures , pp46-56, vol.3, Elsevier
titre
[2024, Jul,] «Statistical modelling of determinants of child stunting using secondary data and Bayesian networks: a UKRI Global Challenges Research Fund (GCRF) Action Against Stunting Hub protocol paper »
auteur Rosenstock, Todd S and Yet, Barbaros
article BMJ Paediatrics Open , pp46-56, vol.8, BMJ Publishing Group
titre
[2024, Jul,] «One Month Prediction of Pressure Ulcers in Nursing Home Residents With Bayesian Networks »
auteur Clara Charon and Pierre-Henri Wuillemin and Charlotte Havreng-Théry and Joël Belmin
article Journal of the American Medical Directors Association , pp46-56, vol.8, BMJ Publishing Group
titre
[2024, Jan] «Application of machine learning to assess the influence of microstructure on twin nucleation in Mg alloys »
auteur Yang, Biaobiao and Vassilev-Galindo, Valentin and Llorca, Javier
article npj Computational Materials , pp26, vol.10, BMJ Publishing Group
titre
[2024, Jan] «Construction and validation of an algorithm to separate focal and generalised epilepsy using clinical variables: A comparison of machine learning approaches »
auteur Victor Patterson and David H. Glass and Shambhu Kumar and Sarah Misbah El-Sadig and Inaam Mohamed and Rahba El-Amin and Mamta Singh
article Epilepsy & Behavior , pp109793, vol.155, BMJ Publishing Group
titre
[2024, Jan] «Colorectal cancer risk mapping through Bayesian Networks »
auteur Daniel Corrales and Alejandro Santos and Susana L\'opez and Alejandro Lucìa and David Rìos Insua
article Epilepsy & Behavior , pp109793, vol.155, BMJ Publishing Group
titre
[2023, September] «Bayesian Networks for Modelling the Respiratory System and Predicting Hospitalizations »
auteur Lopo Martinez, Victor
article Epilepsy & Behavior , pp109793, vol.155, BMJ Publishing Group
titre
[2023, September] «Réseaux bayésiens pour la prédiction d'escarre chez les personnes \^agés en institution »
auteur Charon, Clara and Wuillemin, Pierre-Henri and Belmin, Joël
article JFRB 2023: 11èmes Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes , pp109793, vol.155, BMJ Publishing Group
titre
[2023, September] «Improving Pressure Ulcers Prediction in Nursing Homes with ML Algorithm »
auteur Charon, Clara and Wuillemin, Pierre-Henri and Belmin, Joël
article MIE 2023 , pp109793, vol.302, BMJ Publishing Group
titre
[2022, September] «Building an Artificial Intelligence Framework for Hypertension Diagnosis: A Use Case of the Problem List Curation »
auteur Shamavu, Ketemwabi Yves
article PhD thesis , pp109793, vol.302, University of Nebraska
titre
[2022, September] «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, September] «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, vol.49, Wiley Online Library
[Diagnostic]
Total : 5
titre
[2023, July] «Enhancing Fault Diagnosis in Cyber-Physical Systems : A Model-Based Approach with Bayesian Networks »
auteur Mustafa Hayri Bilgin
article
titre
[2022, July] «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
[2022, July] «Model-based Probabilistic Diagnostics of Cyber-Physical Systems »
auteur Guus Grievink
article Medical Physics , pp3585-3596, vol.49
titre
[2021, July] «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, July] «Application of bayesian reasoning for fault diagnosis over a controller of a software defined network »
auteur Benayas de los Santos, Fernando
article PHM Society European Conference , pp9-9, vol.6, Telecomunicacion
[IntelligentTutoringSystem]
Total : 6
titre
[2025] «SNAPE-PM: Building and Utilizing Dynamic Partner Models for Adaptive Explanation Generation »
auteur Amelie S. Robrecht and Christoph R. Kowalski and Stefan Kopp
article
titre
[2025] «Nestor: A Personalized Learning Path Recommendation Algorithm for Adaptive Learning Environments »
auteur Nadimpalli, Vamsi Krishna and Maier, Robert and Ezer, Timur and Bugert, Flemming and Staufer, Susanne and R\"ohrl, Simon and Hauser, Florian and Grabinger, Lisa and Mottok, Jürgen
article Proceedings of the 6th European Conference on Software Engineering Education , pp49–59, Association for Computing Machinery
titre
[2025] «A Dynamic Bayesian Network Based Framework for Multimodal Context-Aware Interactions »
auteur Han, Violet Yinuo and Wang, Tianyi and Cho, Hyunsung and Todi, Kashyap and Fernandes, Ajoy Savio and Levi, Andre and Zhang, Zheng and Grossman, Tovi and Ion, Alexandra and Jonker, Tanya R.
article Proceedings of the 30th International Conference on Intelligent User Interfaces , pp54–69, Association for Computing Machinery
titre
[2023] «Adapting the Prerequisite Structure to the Learner in Student Modeling »
auteur Alle\`gre, Olivier
article PhD thesis , pp54–69, Sorbonne Université
titre
[2019] «Diagnostic et prise de décision pédagogique pour la construction de compétences non-techniques en situation critique »
auteur Bourrier, Yannick
article PhD thesis , pp54–69, Sorbonne Université
titre
[2015, Jun,] «Discovering Prerequisite Structure of Skills through Probabilistic Association Rules Mining »
auteur Chen, Yang and Wuillemin, Pierre-Henri and Labat, Jean-Marc
article The 8th International Conference on Educational Data Mining , pp117-124, Sorbonne Université
[Optimization]
Total : 3
24 1
21 2
titre
[2024] «Bayesian network-based resilience assessment of interdependent infrastructure systems under optimal resource allocation strategies »
auteur Jingran Sun and Kyle Bathgate and Zhanmin Zhang
article Resilient Cities and Structures , pp46-56, vol.3
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
[Modeling]
Total : 14
25 3
24 2
23 4
22 1
19 2
18 1
17 1
titre
[2025] «Bridging Modeling and Domain Expertise Through Visualization: A Case Study on Bread-Making with Bayesian Networks »
auteur Johnson, Omi H and Munch, Melanie and Kansou, Kamal and Baudrit, Cedric and Bezerianos, Anastasia and Boukhelifa, Nadia
article Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems , Association for Computing Machinery
titre
[2025] «Explaining Complex ML Models to Domain Experts Using LLM & Visualization: An Exploration in the French Breadmaking Industry »
auteur Twitchell, Briggs and Katsirelos, George and Bezerianos, Anastasia and Boukhelifa, Nadia
article Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems , Association for Computing Machinery
titre
[2025] «Auto-ADMET: An Effective and Interpretable AutoML Method for Chemical ADMET Property Prediction »
auteur Alex G. C. de S\'a and David B. Ascher
article Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems , Association for Computing Machinery
titre
[2024] «Probabilistic modelling of tidal inlets »
auteur Laan, Jorick
article Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems , Association for Computing Machinery
titre
[2024] «Approach Based on Bayesian Network and Ontology for Identifying Factors Impacting the States of People with Psychological Problems from Data on Social Media", booktitle="Model and Data Engineering »
auteur Ellouze, Mourad and Belguith, Lamia Hadrich
article Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems , pp128-141, Springer Nature Switzerland, (Eds) Mosbah, Mohamed and Kechadi, Tahar and Bellatreche, Ladjel and Gargouri, Faiez
titre
[2023] «Causal Dynamic Bayesian Networks for Simulation Metamodeling »
auteur Amaranath, Pracheta and Haas, Peter J. and Jensen, David and Witty, Sam
article 2023 Winter Simulation Conference (WSC) , pp746-757, Springer Nature Switzerland, (Eds) Mosbah, Mohamed and Kechadi, Tahar and Bellatreche, Ladjel and Gargouri, Faiez
titre
[2023] «Clinical Intervention Effectiveness Estimation through Dynamic Bayesian Network »
auteur Bregoli, Alessandro and Neri, Luca and Usvyat, Len and Bellocchio, Francesco
article Proceedings of the 2nd Workshop on Artificial Intelligence For Healthcare (HC\@AIxIA 2023) , pp746-757, Springer Nature Switzerland, (Eds) Mosbah, Mohamed and Kechadi, Tahar and Bellatreche, Ladjel and Gargouri, Faiez
titre
[2023] «Conception des blocs de terre comprimée guidée par l'intelligence artificielle »
auteur Nassar, Sarah and Saliba, Jacqueline and Baudrit, Cédric and Saiyouri, Nadia
article Academic Journal of Civil Engineering , pp313-322, vol.41, Springer Nature Switzerland, (Eds) Mosbah, Mohamed and Kechadi, Tahar and Bellatreche, Ladjel and Gargouri, Faiez
titre
[2023] «Conception d'un Outil de Diagnostic: Application à l'Essai de Panification en Industrie Boulangère »
auteur Munch, Melanie and Baudrit, Cedric and Kansou, Kamal and Fernandez, Christophe
article JFRB 2023: 11èmes Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes , pp313-322, vol.41, Springer Nature Switzerland, (Eds) Mosbah, Mohamed and Kechadi, Tahar and Bellatreche, Ladjel and Gargouri, Faiez
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 , pp313-322, vol.41, Springer Nature Switzerland, (Eds) Mosbah, Mohamed and Kechadi, Tahar and Bellatreche, Ladjel and Gargouri, Faiez
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, (Eds) Mosbah, Mohamed and Kechadi, Tahar and Bellatreche, Ladjel and Gargouri, Faiez
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, vol.34, Wiley Online Library, (Eds) Mosbah, Mohamed and Kechadi, Tahar and Bellatreche, Ladjel and Gargouri, Faiez
titre
[2018] «Prendre en compte l'humain en génie civil, la modélisation face au défi de la complexité »
auteur Taillandier, Franck Sfiligoï
article PhD thesis , pp229-235, vol.34, Université de Bordeaux, (Eds) Mosbah, Mohamed and Kechadi, Tahar and Bellatreche, Ladjel and Gargouri, Faiez
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, vol.34, Université de Bordeaux, (Eds) Mosbah, Mohamed and Kechadi, Tahar and Bellatreche, Ladjel and Gargouri, Faiez
[Causality]
Total : 14
titre
[2026] «VCR-imputer: Discrete data imputation considering variable causal relationships »
auteur Yuhan Xiong and Li Ma and Xiaomin Zhu and Xiong Li
article Expert Systems with Applications , pp129219, vol.296
titre
[2025] «Root Cause Analysis of Failures from Partial Causal Structures »
auteur Azam Ikram and Kenneth Lee and Shubham Agarwal and Shiv Kumar Saini and Saurabh Bagchi and Murat Kocaoglu
article The 41st Conference on Uncertainty in Artificial Intelligence , pp129219, vol.296
titre
[2025] «Causal Bayesian Networks for Data-driven Safety Analysis of Complex Systems »
auteur Roman Gansch and Lina Putze and Tjark Koopmann and Jan Reich and Christian Neurohr
article The 41st Conference on Uncertainty in Artificial Intelligence , pp129219, vol.296
titre
[2024] «On the Use of Plausible Arguments in Explainable Conversational AI »
auteur Martina Di Bratto and Maria Di Maro and Antonio Origlia
article Interspeech 2024 , pp4054-4058, vol.296
titre
[2024] «Reliable Estimation of Causal Effects Using Predictive Models »
auteur Ali, Mahdi Hadj and Biannic, Yann Le and Wuillemin, Pierre-Henri
article International Journal on Artificial Intelligence Tools , pp2460006, vol.33
titre
[2024] «Trustworthy and Causal Artificial Intelligence in Environmental Decision Making »
auteur Suleyman Uslu
article PhD thesis , pp2460006, vol.33, Department of Computer and Information Science
titre
[2024] «Causal Inference to Enhance AI Trustworthiness in Environmental Decision-Making »
auteur Uslu, Suleyman and Kaur, Davinder and Rivera, Samuel J. and Durresi, Arjan and Babbar-Sebens, Meghna
article Advanced Information Networking and Applications , pp214-225, vol.33, Springer Nature Switzerland, (Eds) Barolli, Leonard
titre
[2024] «Causal Reasoning in Software Quality Assurance: A Systematic Review »
auteur Luca Giamattei and Antonio Guerriero and Roberto Pietrantuono and Stefano Russo
article Advanced Information Networking and Applications , pp214-225, vol.33, Springer Nature Switzerland, (Eds) Barolli, Leonard
titre
[2023] «Interprétation causale des modèles prédictifs : paradoxes et solution »
auteur Hadj Ali, Mahdi and Wuillemin, Pierre-Henri and Le Biannic, Yann
article 11èmes Journées Francophones des Réseaux Bayésiens et des Modèles Graphiques Probabiliste (JFRB 2023) , pp214-225, vol.33, Springer Nature Switzerland, (Eds) Barolli, Leonard
titre
[2023] «Grounding Causality in Bayesian Networks Using Qualitative Reasoning »
auteur Munch, Mélanie and Kansou, Kamal and Bredeweg, Bert and Baudrit, C and Wuillemin, Pierre-Henri
article QR\@ECAI23 , pp214-225, vol.33, Springer Nature Switzerland, (Eds) Barolli, Leonard
titre
[2023] «Finding Invariant Predictors Efficiently via Causal Structure »
auteur Lee, Kenneth and Rahman, Md Musfiqur and Kocaoglu, Murat
article Uncertainty in Artificial Intelligence , pp1196-1206, vol.33, Springer Nature Switzerland, (Eds) Barolli, Leonard
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, vol.33, Springer Nature Switzerland, (Eds) Barolli, Leonard
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, Springer Nature Switzerland, (Eds) Barolli, Leonard
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, Springer Nature Switzerland, (Eds) Barolli, Leonard
[ClassificationAndExplainability]
Total : 5
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
[2022, May,] «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, May,] «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) , pp147-148, vol.294, IOS Press
titre
[2021, Oct,] «Réseaux bayésiens et valeurs de Shapley »
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) , pp147-148, vol.294, IOS Press
titre
[2021, Oct,] «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
[DecisionSupport]
Total : 7
titre
[2024] «Risk-Averse Decision Support for Optimal Use of Electric Vehicles »
auteur Borth, Michael and Kupper, Frank and Mulder, Lars and Willems, Frank
article 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC) , pp104-109
titre
[2024] «Designing a Theoretically Motivated Animation System for Environment Aware Virtual Humans »
auteur Origlia, Antonio and Di Maro, Maria
article Proceedings of AVICH , pp104-109
titre
[2024] «Linguistics-based dialogue simulations to evaluate argumentative conversational recommender systems »
auteur Di Bratto, Martina and Origlia, Antonio and Di Maro, Maria and Mennella, Sabrina
article User Modeling and User-Adapted Interaction , pp104-109
titre
[2024] «Aligning to Human Decision-Makers in Military Medical Triage »
auteur Molineaux, Matthew and Weber, Rosina O. and Floyd, Michael W. and Menager, David and Larue, Othalia and Addison, Ursula and Kulhanek, Ray and Reifsnyder, Noah and Rauch, Christopher and Mainali, Mallika and Sen, Anik and Goel, Prateek and Karneeb, Justin and Turner, JT and Meyer, John
article Case-Based Reasoning Research and Development , pp371-387, Springer Nature Switzerland, (Eds) Recio-Garcia, Juan A. and Orozco-del-Castillo, Mauricio G. and Bridge, Derek
titre
[2022, 12] «Towards better flood risk management using a Bayesian network approach »
auteur Wessels, Gert and Botha, Natasha and Koen, Hildegarde and Botha, Nicolene and van Eden, Beatrice
article MATEC Web of Conferences , pp1-15, vol.370, Springer Nature Switzerland, (Eds) Recio-Garcia, Juan A. and Orozco-del-Castillo, Mauricio G. and Bridge, Derek
titre
[2021, 12] «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\textasteriskcentered IA , pp61-66, vol.370, Springer Nature Switzerland, (Eds) Recio-Garcia, Juan A. and Orozco-del-Castillo, Mauricio G. and Bridge, Derek
titre
[2021, 12] «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, vol.370, Springer Nature Switzerland, (Eds) Recio-Garcia, Juan A. and Orozco-del-Castillo, Mauricio G. and Bridge, Derek
[RiskManagement]
Total : 2
23 1
22 1
titre
[2023] «Including insider threats into risk management through Bayesian threat graph networks »
auteur Nicola d'Ambrosio and Gaetano Perrone and Simon Pietro Romano
article Computers & Security , pp103410, vol.133
titre
[2022, Dec] «Towards better flood risk management using a Bayesian network approach (‡) »
auteur Wessels, Gert and Botha, Natasha and Koen, Hildegarde and Botha, Nicolene and van Eden, Beatrice
article MATEC Web of Conferences , pp1-15, vol.370
[BioInformatic]
Total : 4
titre
[2023] «ProbExplainer: A Library for Unified Explainability of Probabilistic Models and an Application in Interneuron Classification »
auteur Valero-Leal, Enrique and Larra\~naga, Pedro and Bielza, Concha
article International Workshop on Explainable Artificial Intelligence in Healthcare , pp41-51
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 Briefings in bioinformatics , pp270, vol.22, Oxford University Press
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, vol.22, Oxford University Press
[Database]
Total : 6
titre
[2024] «OpenForge: Probabilistic Metadata Integration »
auteur Tianji Cong and Fatemeh Nargesian and Junjie Xing and H. V. Jagadish
article
titre
[2024] «ByteCard: Enhancing ByteDance's Data Warehouse with Learned Cardinality Estimation »
auteur Han, Yuxing and Wang, Haoyu and Chen, Lixiang and Dong, Yifeng and Chen, Xing and Yu, Benquan and Yang, Chengcheng and Qian, Weining
article Companion of the 2024 International Conference on Management of Data , pp41–54, Association for Computing Machinery
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, Association for Computing Machinery
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 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC) , pp1550-1554, 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 , pp1550-1554, arXiv
titre
[2020] «Improving data quality in a probabilistic database by means of an autoencoder »
auteur Mauritz, RR
article B.S. thesis , pp1550-1554, arXiv
[Forensic]
Total : 4
24 1
23 3
titre
[2024] «Decisionalizing the problem of reliance on expert and machine evidence »
auteur Biedermann, Alex and Lau, Timothy
article Law, Probability and Risk , vol.23, Oxford Academic
titre
[2023] «Evaluating Methods for Setting a Prior Probability of Guilt »
auteur van Leeuwen, Ludi and Verheij, Bart and Verbrugge, Rineke and Renooij, Silja
article Legal Knowledge and Information Systems , pp63-72, vol.379, IOS Press
titre
[2023] «Using agent-based simulations to evaluate Bayesian Networks for criminal scenarios »
auteur van Leeuwen, Ludi and Verheij, Bart and Verbrugge, Rineke and Renooij, Silja
article Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law , pp323-332, vol.379, IOS Press
titre
[2023] «Legal Knowledge and Information Systems »
auteur Van Leeuwen, Ludi and Verheij, Bart and Verbrugge, Rineke and Renooij, Silja
article 36th International Conference on Legal Knowledge and Information Systems, JURIX 2023 , pp63-72, vol.379, IOS Press
[Software]
Total : 3
22 2
21 1
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 Proceedings of the 30th ACM International Conference on Multimedia , pp6950-6951, SciPy
1
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