Paul Saves - RankMe

27 papers B 1Journal 25Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	B	`conf`	Analyzing Shapley Additive Explanations to Understand Anomaly Detection Algorithm Behaviors and Their Complementarity. IDA Jordan Levy, Paul Saves, Moncef Garouani, Nicolas Verstaevel, Benoît Gaudou
2026	J	`jnl`	Analyzing Shapley Additive Explanations to Understand Anomaly Detection Algorithm Behaviors and Their Complementarity. CoRR Jordan Levy, Paul Saves, Moncef Garouani, Nicolas Verstaevel, Benoît Gaudou
2025	J	`jnl`	A distance for mixed-variable and hierarchical domains with meta variables. Neurocomputing Edward Hallé-Hannan, Charles Audet, Youssef Diouane, Sébastien Le Digabel, Paul Saves
2025	J	`jnl`	Adaptive Agents in Spatial Double-Auction Markets: Modeling the Emergence of Industrial Symbiosis. CoRR Matthieu Mastio, Paul Saves, Benoît Gaudou, Nicolas Verstaevel
2025	J	`jnl`	Bayesian Optimization of a Lightweight and Accurate Neural Network for Aerodynamic Performance Prediction. CoRR James M. Shihua, Paul Saves, Rhea Patricia Liem, Joseph Morlier
2025	J	`jnl`	Bayesian optimization for mixed variables using an adaptive dimension reduction process: applications to aircraft design. CoRR Paul Saves, Nathalie Bartoli, Youssef Diouane, Thierry Lefebvre, Joseph Morlier, Christophe David, Eric Nguyen Van, Sébastien Defoort
2025	J	`jnl`	Data-Driven Global Sensitivity Analysis for Engineering Design Based on Individual Conditional Expectations. CoRR Pramudita Satria Palar, Paul Saves, Rommel G. Regis, Koji Shimoyama, Shigeru Obayashi, Nicolas Verstaevel, Joseph Morlier
2025	J	`jnl`	Frequency-aware Surrogate Modeling With SMT Kernels For Advanced Data Forecasting. CoRR Nicolas Gonel, Paul Saves, Joseph Morlier
2025	J	`jnl`	Hierarchical Modeling and Architecture Optimization: Review and Unified Framework. CoRR Paul Saves, Edward Hallé-Hannan, Jasper H. Bussemaker, Youssef Diouane, Nathalie Bartoli
2025	J	`jnl`	High-Dimensional Bayesian Optimization Using Both Random and Supervised Embeddings. CoRR Rémy Priem, Youssef Diouane, Nathalie Bartoli, Sylvain Dubreuil, Paul Saves
2025	J	`jnl`	Modèles de Substitution pour les Modèles à base d'Agents : Enjeux, Méthodes et Applications. CoRR Paul Saves, Nicolas Verstaevel, Benoît Gaudou
2025	—	`conf`	Modèles de substitution pour les modèles à base d'agents : enjeux, méthodes et applications. JFSMA Paul Saves, Nicolas Verstaevel, Benoît Gaudou
2025	J	`jnl`	Multi-objective Bayesian Optimization With Mixed-categorical Design Variables for Expensive-to-evaluate Aeronautical Applications. CoRR Nathalie Bartoli, Thierry Lefebvre, Rémi Lafage, Paul Saves, Youssef Diouane, Joseph Morlier, Jasper H. Bussemaker, Giuseppa Donelli, Joao Marcos Gomes de Mello, Massimo Mandorino, Pierluigi Della Vecchia
2025	J	`jnl`	Regularized infill criteria for multi-objective Bayesian optimization with application to aircraft design. CoRR Robin Grapin, Youssef Diouane, Joseph Morlier, Nathalie Bartoli, Thierry Lefebvre, Paul Saves, Jasper H. Bussemaker
2025	J	`jnl`	SMT-EX: An Explainable Surrogate Modeling Toolbox for Mixed-Variables Design Exploration. CoRR Muhammad Daffa Robani, Paul Saves, Pramudita Satria Palar, Lavi Rizki Zuhal, Joseph Morlier
2025	J	`jnl`	Surrogate Modeling and Explainable Artificial Intelligence for Complex Systems: A Workflow for Automated Simulation Exploration. CoRR Paul Saves, Pramudita Satria Palar, Muhammad Daffa Robani, Nicolas Verstaevel, Moncef Garouani, Julien Aligon, Benoît Gaudou, Koji Shimoyama, Joseph Morlier
2025	J	`jnl`	Surrogate-based optimization of system architectures subject to hidden constraints. CoRR Jasper H. Bussemaker, Paul Saves, Nathalie Bartoli, Thierry Lefebvre, Björn Nagel
2025	J	`jnl`	System Architecture Optimization Strategies: Dealing with Expensive Hierarchical Problems. CoRR Jasper H. Bussemaker, Paul Saves, Nathalie Bartoli, Thierry Lefebvre, Rémi Lafage
2025	J	`jnl`	System architecture optimization strategies: dealing with expensive hierarchical problems. J. Glob. Optim. Jasper H. Bussemaker, Paul Saves, Nathalie Bartoli, Thierry Lefebvre, Rémi Lafage
2025	J	`jnl`	System-of-systems Modeling and Optimization: An Integrated Framework for Intermodal Mobility. CoRR Paul Saves, Jasper H. Bussemaker, Rémi Lafage, Thierry Lefebvre, Nathalie Bartoli, Youssef Diouane, Joseph Morlier
2024	J	`jnl`	A graph-structured distance for heterogeneous datasets with meta variables. CoRR Edward Hallé-Hannan, Charles Audet, Youssef Diouane, Sébastien Le Digabel, Paul Saves
2024	J	`jnl`	High-dimensional multidisciplinary design optimization for aircraft eco-design / Optimisation multi-disciplinaire en grande dimension pour l'éco-conception avion en avant-projet. CoRR Paul Saves
2024	J	`jnl`	SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes. Adv. Eng. Softw. Paul Saves, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper H. Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins
2023	J	`jnl`	A mixed-categorical correlation kernel for Gaussian process. Neurocomputing Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier
2023	J	`jnl`	High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft. CoRR Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier
2023	J	`jnl`	SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian Processes. CoRR Paul Saves, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper H. Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins
2022	J	`jnl`	A mixed-categorical correlation kernel for Gaussian process. CoRR Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier