Grégoire Danoy

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 83

Top Venues

École nationale supérieure des mines de Saint-Étienne, France (PHD)

Education History

École nationale supérieure des mines de Saint-Étienne, France

PHD

Publications

Daniel H. Stolfi, Grégoire Danoy
An ARGoS plug-in for the Crazyflie drone. CoRR (2024)
Florian Felten, El-Ghazali Talbi, Grégoire Danoy
Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework. J. Artif. Intell. Res. 79 (2024)
Mohammed Alswaitti, Roberto Verdecchia, Grégoire Danoy, Pascal Bouvry, Johnatan E. Pecero
Training Green AI Models Using Elite Samples. CoRR (2024)
Jingjing Xu, Caesar Wu, Yuan-Fang Li, Grégoire Danoy, Pascal Bouvry
Survey and Taxonomy: The Role of Data-Centric AI in Transformer-Based Time Series Forecasting. CoRR (2024)
Florian Felten, Umut Ucak, Hicham Azmani, Gao Peng, Willem Röpke, Hendrik Baier, Patrick Mannion, Diederik M. Roijers, Jordan K. Terry, El-Ghazali Talbi, Grégoire Danoy, Ann Nowé, Roxana Radulescu
MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning. CoRR (2024)
Daniel H. Stolfi, Grégoire Danoy
Evolutionary swarm formation: From simulations to real world robots. Eng. Appl. Artif. Intell. 128 (2024)
Florian Felten, Lucas N. Alegre, Ann Nowé, Ana L. C. Bazzan, El-Ghazali Talbi, Grégoire Danoy, Bruno C. da Silva
A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning. NeurIPS (2023)
Daniel H. Stolfi, Grégoire Danoy
Evaluating Surrogate Models for Robot Swarm Simulations. OLA (2023)
Maria Hartmann, Grégoire Danoy, Mohammed Alswaitti, Pascal Bouvry
JoVe-FL: A Joint-Embedding Vertical Federated Learning Framework. ICAART (2) (2023)
Manuel Combarro Simón, Pierre Talbot, Grégoire Danoy, Jedrzej Musial, Mohammed Alswaitti, Pascal Bouvry
Constraint Model for the Satellite Image Mosaic Selection Problem. CoRR (2023)
Daniel H. Stolfi, Grégoire Danoy
Spacecraft Swarm Orbital Formation Optimisation Using Evolutionary Techniques. GECCO Companion (2023)
Florian Felten, Daniel Gareev, El-Ghazali Talbi, Grégoire Danoy
Hyperparameter Optimization for Multi-Objective Reinforcement Learning. CoRR (2023)
Florian Felten, El-Ghazali Talbi, Grégoire Danoy
Multi-Objective Reinforcement Learning based on Decomposition: A taxonomy and framework. CoRR (2023)
Daniel H. Stolfi, Grégoire Danoy
Design and analysis of an E-Puck2 robot plug-in for the ARGoS simulator. Robotics Auton. Syst. 164 (2023)
Muhammad Arslan Tariq, Ovidiu-Cristian Marcu, Grégoire Danoy, Pascal Bouvry
Towards Unified Data Ingestion and Transfer for the Computing Continuum. BigData (2023)
Manuel Combarro Simón, Pierre Talbot, Grégoire Danoy, Jedrzej Musial, Mohammed Alswaitti, Pascal Bouvry
Constraint Model for the Satellite Image Mosaic Selection Problem (Short Paper). CP (2023)
Emmanuel Kieffer, Gabriel Duflo, Grégoire Danoy, Sébastien Varrette, Pascal Bouvry
A RNN-Based Hyper-heuristic for Combinatorial Problems. EvoCOP (2022)
Daniel H. Stolfi, Grégoire Danoy
Optimising autonomous robot swarm parameters for stable formation design. GECCO (2022)
Florian Felten, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry
Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning. ICAART (2) (2022)
Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry
A Generative Hyper-Heuristic based on Multi-Objective Reinforcement Learning: the UAV Swarm Use Case. CEC (2022)
Daniel H. Stolfi, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
CONSOLE: intruder detection using a UAV swarm and security rings. Swarm Intell. 15 (3) (2021)
Matthias R. Brust, Grégoire Danoy, Daniel H. Stolfi, Pascal Bouvry
Swarm-based counter UAV defense system. Discov. Internet Things 1 (1) (2021)
Daniel H. Stolfi, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
Improving Pheromone Communication for UAV Swarm Mobility Management. ICCCI (2021)
Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry
A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours. ACIIDS (2021)
Nader S. Labib, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
The Rise of Drones in Internet of Things: A Survey on the Evolution, Prospects and Challenges of Unmanned Aerial Vehicles. IEEE Access 9 (2021)
Daniel H. Stolfi, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
Optimising pheromone communication in a UAV swarm. GECCO Companion (2021)
Daniel H. Stolfi, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
A competitive Predator-Prey approach to enhance surveillance by UAV swarms. Appl. Soft Comput. 111 (2021)
Saharnaz E. Dilmaghani, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
Community Detection in Complex Networks: A Survey on Local Approaches. ACIIDS (2021)
Daniel H. Stolfi, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
UAV-UGV-UMV Multi-Swarms for Cooperative Surveillance. Frontiers Robotics AI 8 (2021)
Matthias R. Brust, Pascal Bouvry, Grégoire Danoy, El-Ghazil Talbi
Design Challenges of Trustworthy Artificial Intelligence Learning Systems. ACIIDS (Companion) (2020)
Daniel H. Stolfi, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
Competitive Evolution of a UAV Swarm for Improving Intruder Detection Rates. IPDPS Workshops (2020)
Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry
Automated design of efficient swarming behaviours: a Q-learning hyper-heuristic approach. GECCO Companion (2020)
Grégoire Danoy, Didier El Baz, Bernabé Dorronsoro
Guest editorial special issue on Parallel/Distributed Combinatorics and Optimization. Swarm Evol. Comput. 59 (2020)
Daniel H. Stolfi, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
Optimizing the Performance of an Unpredictable UAV Swarm for Intruder Detection. OLA (2020)
Daniel H. Stolfi, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
A Cooperative Coevolutionary Approach to Maximise Surveillance Coverage of UAV Swarms. CCNC (2020)
Daniel H. Stolfi, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
Emerging Inter-Swarm Collaboration for Surveillance Using Pheromones and Evolutionary Techniques. Sensors 20 (9) (2020)
Antonio Maria Fiscarelli, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
A vertex-similarity clustering algorithm for community detection. J. Inf. Telecommun. 4 (1) (2020)
Emmanuel Kieffer, Grégoire Danoy, Matthias R. Brust, Pascal Bouvry, Anass Nagih
Tackling Large-Scale and Combinatorial Bi-Level Problems With a Genetic Programming Hyper-Heuristic. IEEE Trans. Evol. Comput. 24 (1) (2020)
Saharnaz E. Dilmaghani, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
Local Community Detection Algorithm with Self-defining Source Nodes. COMPLEX NETWORKS (1) (2020)
Grégoire Danoy, Didier El Baz, Vincent Boyer, Bernabé Dorronsoro, Laurence T. Yang, Keqin Li
Workshop 9: PDCO Parallel / Distributed Combinatorics and Optimization. IPDPS Workshops (2020)
Martin Rosalie, Emmanuel Kieffer, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
Bayesian optimisation to select Rössler system parameters used in Chaotic Ant Colony Optimisation for Coverage. J. Comput. Sci. 41 (2020)
Boonyarit Changaival, Grégoire Danoy, Dzmitry Kliazovich, Frédéric Guinand, Matthias R. Brust, Jedrzej Musial, Kittichai Lavangnananda, Pascal Bouvry
NGAP: a novel hybrid metaheuristic algorithm for round-trip carsharing fleet planning. GECCO Companion (2020)
Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry
Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVs. SSCI (2020)
Grégoire Danoy, Didier El Baz
Introduction to PDCO 2019. IPDPS Workshops (2019)
Saharnaz E. Dilmaghani, Matthias R. Brust, Grégoire Danoy, Natalia Cassagnes, Johnatan E. Pecero, Pascal Bouvry
Privacy and Security of Big Data in AI Systems: A Research and Standards Perspective. IEEE BigData (2019)
Nader S. Labib, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
Trustworthiness in IoT - A Standards Gap Analysis on Security, Data Protection and Privacy. CSCN (2019)
Antonio Maria Fiscarelli, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
Local memory boosts label propagation for community detection. Appl. Netw. Sci. 4 (1) (2019)
Nader S. Labib, Grégoire Danoy, Jedrzej Musial, Matthias R. Brust, Pascal Bouvry
Internet of Unmanned Aerial Vehicles - A Multilayer Low-Altitude Airspace Model for Distributed UAV Traffic Management. Sensors 19 (21) (2019)
Nader S. Labib, Grégoire Danoy, Jedrzej Musial, Matthias R. Brust, Pascal Bouvry
A Multilayer Low-Altitude Airspace Model for UAV Traffic Management. DIVANet (2019)
Bernabé Dorronsoro, Grégoire Danoy, Didier El Baz
Special Issue on Advances in Parallel and Distributed Combinatorial Optimization. J. Parallel Distributed Comput. 133 (2019)
Saharnaz E. Dilmaghani, Matthias R. Brust, Apivadee Piyatumrong, Grégoire Danoy, Pascal Bouvry
Link Definition Ameliorating Community Detection in Collaboration Networks. Frontiers Big Data 2 (2019)
Américo Gaudín, Gabriel Madruga, Carlos Rodríguez, Santiago Iturriaga, Sergio Nesmachnow, Claudio Paz, Grégoire Danoy, Pascal Bouvry
Autonomous Flight of Unmanned Aerial Vehicles Using Evolutionary Algorithms. CARLA (2019)
Gabriel Duflo, Emmanuel Kieffer, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
A GP Hyper-Heuristic Approach for Generating TSP Heuristics. IPDPS Workshops (2019)
Jan Dentler, Martin Rosalie, Grégoire Danoy, Pascal Bouvry, Somasundar Kannan, Miguel A. Olivares-Méndez, Holger Voos
Collision Avoidance Effects on the Mobility of a UAV Swarm Using Chaotic Ant Colony with Model Predictive Control. J. Intell. Robotic Syst. 93 (1-2) (2019)
Boonyarit Changaival, Grégoire Danoy, Dzmitry Kliazovich, Frédéric Guinand, Matthias R. Brust, Jedrzej Musial, Kittichai Lavangnananda, Pascal Bouvry
Toward real-world vehicle placement optimization in round-trip carsharing. GECCO (2019)
Emmanuel Kieffer, Grégoire Danoy, Pascal Bouvry, Anass Nagih
A new modeling approach for the biobjective exact optimization of satellite payload configuration. Int. Trans. Oper. Res. 26 (1) (2019)
Sébastien Varrette, Frédéric Pinel, Emmanuel Kieffer, Grégoire Danoy, Pascal Bouvry
Automatic Software Tuning of Parallel Programs for Energy-Aware Executions. PPAM (2) (2019)
Matthias R. Brust, Grégoire Danoy, Pascal Bouvry, Dren Gashi, Himadri Pathak, Mike P. Gonçalves
Defending against Intrusion of Malicious UAVs with Networked UAV Defense Swarms. CoRR (2018)
Maya Olszewski, Jeff Meder, Emmanuel Kieffer, Raphaël Bleuse, Martin Rosalie, Grégoire Danoy, Pascal Bouvry
Visualizing the Template of a Chaotic Attractor. Graph Drawing (2018)
Émilie Neveu, Petr Popov, Alexandre Hoffmann, Angelo Migliosi, Xavier Besseron, Grégoire Danoy, Pascal Bouvry, Sergei Grudinin
RapidRMSD: rapid determination of RMSDs corresponding to motions of flexible molecules. Bioinform. 34 (16) (2018)
Antonio Maria Fiscarelli, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
A Memory-Based Label Propagation Algorithm for Community Detection. COMPLEX NETWORKS (1) (2018)
Grégoire Danoy, Didier El Baz, Vincent Boyer, Bernabé Dorronsoro
Introduction to PDCO 2018. IPDPS Workshops (2018)
Marek Ostaszewski, Emmanuel Kieffer, Grégoire Danoy, Reinhard Schneider, Pascal Bouvry
Clustering approaches for visual knowledge exploration in molecular interaction networks. BMC Bioinform. 19 (1) (2018)
María Eugenia Curi, Lucía Carozzi, Renzo Massobrio, Sergio Nesmachnow, Grégoire Danoy, Marek Ostaszewski, Pascal Bouvry
Single and Multiobjective Evolutionary Algorithms for Clustering Biomedical Information with Unknown Number of Clusters. BIOMA (2018)
Arash Atashpendar, Bernabé Dorronsoro, Grégoire Danoy, Pascal Bouvry
A scalable parallel cooperative coevolutionary PSO algorithm for multi-objective optimization. J. Parallel Distributed Comput. 112 (2018)
Emmanuel Kieffer, Grégoire Danoy, Pascal Bouvry, Anass Nagih
A Competitive Approach for Bi-Level Co-Evolution. IPDPS Workshops (2018)
Martin Rosalie, Grégoire Danoy, Serge Chaumette, Pascal Bouvry
Chaos-enhanced mobility models for multilevel swarms of UAVs. Swarm Evol. Comput. 41 (2018)
Grégoire Danoy, Didier El Baz
Introduction to PDCO Workshop. IPDPS Workshops (2017)
Emmanuel Kieffer, Grégoire Danoy, Pascal Bouvry, Anass Nagih
Bayesian optimization approach of general bi-level problems. GECCO (Companion) (2017)
Matthias R. Brust, Grégoire Danoy, Pascal Bouvry, Dren Gashi, Himadri Pathak, Mike P. Gonçalves
Defending Against Intrusion of Malicious UAVs with Networked UAV Defense Swarms. LCN Workshops (2017)
Matthias R. Brust, Maciej Zurad, Laurent Hentges, Leandro Gomes, Grégoire Danoy, Pascal Bouvry
Target Tracking Optimization of UAV Swarms Based on Dual-Pheromone Clustering. CYBCONF (2017)
Emmanuel Kieffer, Grégoire Danoy, Pascal Bouvry, Anass Nagih
A new Co-evolutionary Algorithm Based on Constraint Decomposition. IPDPS Workshops (2017)
Martin Rosalie, Matthias R. Brust, Grégoire Danoy, Serge Chaumette, Pascal Bouvry
Coverage Optimization with Connectivity Preservation for UAV Swarms Applying Chaotic Dynamics. ICAC (2017)
Pascal Bouvry, Serge Chaumette, Grégoire Danoy, Gilles Guerrini, Gilles Jurquet, Achim Kuwertz, Wilmuth Müller, Martin Rosalie, Jennifer Sander, Florian Segor
ASIMUT project: Aid to SItuation Management based on MUltimodal, MUltiUAVs, MUltilevel acquisition Techniques. DroNet@MobiSys (2017)
Boonyarit Changaival, Martin Rosalie, Grégoire Danoy, Kittichai Lavangnananda, Pascal Bouvry
Chaotic Traversal (CHAT): Very Large Graphs Traversal Using Chaotic Dynamics. Int. J. Bifurc. Chaos 27 (14) (2017)
Pascal Bouvry, Serge Chaumette, Grégoire Danoy, Gilles Guerrini, Gilles Jurquet, Achim Kuwertz, Wilmuth Müller, Martin Rosalie, Jennifer Sander
Using heterogeneous multilevel swarms of UAVs and high-level data fusion to support situation management in surveillance scenarios. MFI (2016)
Martin Rosalie, Grégoire Danoy, Serge Chaumette, Pascal Bouvry
From Random Process to Chaotic Behavior in Swarms of UAVs. DIVANet@MSWiM (2016)
Emmanuel Kieffer, Mateusz Guzek, Grégoire Danoy, Pascal Bouvry, Anass Nagih
A Novel Co-evolutionary Approach for Constrained Genetic Algorithms. GECCO (Companion) (2016)
Emmanuel Kieffer, Grégoire Danoy, Pascal Bouvry, Anass Nagih
Hybrid mobility model with pheromones for UAV detection task. SSCI (2016)
Arash Atashpendar, Bernabé Dorronsoro, Grégoire Danoy, Pascal Bouvry
A parallel cooperative coevolutionary SMPSO algorithm for multi-objective optimization. HPCS (2016)
Sune S. Nielsen, Christof Ferreira Torres, Grégoire Danoy, Pascal Bouvry
Tackling the IFP Problem with the Preference-Based Genetic Algorithm. GECCO (2016)
Martin Rosalie, Grégoire Danoy, Pascal Bouvry, Serge Chaumette
UAV Multilevel Swarms for Situation Management. DroNet@MobiSys (2016)
Christophe Atten, Loubna Channouf, Grégoire Danoy, Pascal Bouvry
UAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets. EvoApplications (1) (2016)
Alexis I. Aravanis, M. R. Bhavani Shankar, Pantelis-Daniel M. Arapoglou, Grégoire Danoy, Panayotis G. Cottis, Björn E. Ottersten
Power Allocation in Multibeam Satellite Systems: A Two-Stage Multi-Objective Optimization. IEEE Trans. Wirel. Commun. 14 (6) (2015)
Grégoire Danoy, Matthias R. Brust, Pascal Bouvry
Connectivity Stability in Autonomous Multi-level UAV Swarms for Wide Area Monitoring. DIVANet@MSWiM (2015)
Benjamin Gâteau, Moussa Ouedraogo, Christophe Feltus, Guy Guemkam, Grégoire Danoy, Marcin Seredynski, Samee U. Khan, Djamel Khadraoui, Pascal Bouvry
Adopting trust and assurance as indicators for the reassignment of responsibilities in multi-agent systems. Knowl. Eng. Rev. 30 (2) (2015)
Sune S. Nielsen, Grégoire Danoy, Wiktor Jurkowski, Juan Luis Jiménez Laredo, Reinhard Schneider, El-Ghazali Talbi, Pascal Bouvry
A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem. EvoApplications (2015)
Agata Grzybek, Grégoire Danoy, Pascal Bouvry, Marcin Seredynski
Mitigating flash crowd effect using connected vehicle technology. Veh. Commun. 2 (4) (2015)
Pascal Bouvry, Grégoire Danoy, Franciszek Seredynski, El-Ghazali Talbi, Albert Y. Zomaya
NIDISC Introduction and Committees. IPDPS Workshops (2015)
Sune S. Nielsen, Grégoire Danoy, Pascal Bouvry, El-Ghazali Talbi
NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks. GECCO (Companion) (2015)
Apostolos Stathakis, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry, Gianluigi Morelli
Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation. EvoApplications (2014)
Agata Grzybek, Marcin Seredynski, Grégoire Danoy, Pascal Bouvry
Detection of stable mobile communities in vehicular Ad Hoc Networks. ITSC (2014)
Emmanuel Kieffer, Apostolos Stathakis, Grégoire Danoy, Pascal Bouvry, El-Ghazali Talbi, Gianluigi Morelli
Multi-objective evolutionary approach for the satellite payload power optimization problem. MCDM (2014)
Mateusz Guzek, Xavier Besseron, Sébastien Varrette, Grégoire Danoy, Pascal Bouvry
ParaMASK: A Multi-Agent System for the efficient and dynamic adaptation of HPC workloads. ISSPIT (2014)
Christian Grévisse, Ian Muller, Juan Luis Jiménez Laredo, Marek Ostaszewski, Grégoire Danoy, Pascal Bouvry
Visualization and classification of protein secondary structures using Self-Organizing Maps. MCDM (2014)
Juan Luis Jiménez Laredo, Sune S. Nielsen, Grégoire Danoy, Pascal Bouvry, Carlos M. Fernandes
Cooperative Selection: Improving Tournament Selection via Altruism. EvoCOP (2014)
Grégoire Danoy, Julien Schleich, Pascal Bouvry, Bernabé Dorronsoro
A Parallel Multi-Objective Cooperative Coevolutionary Algorithm for Optimising Small-World Properties in VANETs. CLEI Electron. J. 17 (1) (2014)
Bernabé Dorronsoro, Grégoire Danoy, Pascal Bouvry
Special issue: Energy-efficiency in large distributed computing architectures. Future Gener. Comput. Syst. 36 (2014)
Julien Schleich, Grégoire Danoy, Bernabé Dorronsoro, Pascal Bouvry
Optimising small-world properties in VANETs: Centralised and distributed overlay approaches. Appl. Soft Comput. 21 (2014)
Julien Schleich, Athithyaa Panchapakesan, Grégoire Danoy, Pascal Bouvry
UAV fleet area coverage with network connectivity constraint. MOBIWAC (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Grégoire Danoy