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Optimization, Metaheuristics, UAVs, machine learning, swarm intelligence
Luxembourg

Activities

Employment (5)

University of Luxembourg: Luxembourg, LU

2023-01-11 to present | Head of the Parallel Computing and Optimisation Group (PCOG) (FSTM/DCS - SnT)
Employment
Source: Self-asserted source
Grégoire Danoy

University of Luxembourg: Luxembourg, LU

2012-01-01 to present | Research Scientist (DCS - SnT)
Employment
Source: Self-asserted source
Grégoire Danoy

University of Luxembourg: Luxembourg, LU

2020-01 to 2023-10-31 | Deputy Head of the Parallel Computing and Optimisation Group (PCOG) (FSTM/DCS - SnT)
Employment
Source: Self-asserted source
Grégoire Danoy

Université du Luxembourg: Luxembourg, LU

2008-08-01 to 2011-12-31 | Research Associate (CSC - SnT)
Employment
Source: Self-asserted source
Grégoire Danoy

Université du Luxembourg: Luxembourg, LU

2004-08-01 to 2008-07-31 | Research Assistant (CSC)
Employment
Source: Self-asserted source
Grégoire Danoy

Education and qualifications (4)

University of Luxembourg: Luxembourg, LU

2019 to present | Authorisation to direct research (ADR) (Department of Computer Science)
Qualification
Source: Self-asserted source
Grégoire Danoy

École des Mines de Saint-Étienne: Saint-Etienne, Rhône-Alpes, FR

2004-08-01 to 2008-06-18 | PhD (Computer Science)
Education
Source: Self-asserted source
Grégoire Danoy

École des Mines de Saint-Étienne: Saint-Etienne, Rhône-Alpes, FR

2003-09-01 to 2004-07-31 | Master in Computer Science (Computer Science)
Education
Source: Self-asserted source
Grégoire Danoy

Luxembourg University of Applied Sciences (IST): Luxembourg, LU

1999-09-15 to 2003-06-30 | Industrial Engineer (Computer Science)
Education
Source: Self-asserted source
Grégoire Danoy

Professional activities (3)

IEEE: New York, NY, US

Member
Membership
Source: Self-asserted source
Grégoire Danoy

Association for Computing Machinery: New York, NY, US

Member
Membership
Source: Self-asserted source
Grégoire Danoy

ONRG: London, GB

2018-08-15 | N62909-18-1-2176 ( NICOP - Naval International Cooperative Opportunities in Science and Technology)
Distinction
Source: Self-asserted source
Grégoire Danoy

Funding (5)

UltraBO

2023-03 to 2026-11 | Grant
Fonds National de la Recherche Luxembourg (Belval, LU)
Source: Self-asserted source
Grégoire Danoy

ADARS (Automating the Design of Autonomous Robot Swarms)

2021-05 to 2024-04 | Grant
Fonds National de la Recherche Luxembourg (Luxembourg, LU)
Source: Self-asserted source
Grégoire Danoy

SIMMS - Swarm Intelligent Mission systeMS

2019-02 to 2021-04 | Grant
National Research Fund Luxembourg (Luxembourg, LU)
Source: Self-asserted source
Grégoire Danoy
grade
Preferred source (of 2)‎

HUNTED - Heterogeneous multi-swarms of UNmanned auTonomous systEms for mission Deployment

2018-08 to 2021-07 | Grant
ONRG (London, GB)
GRANT_NUMBER:

N62909-18-1-2176

Source: Self-asserted source
Grégoire Danoy

AURORA - unpredictAble Uav swaRms fOr suRveillAnce

2018-01 to 2018-08 | Grant
National Research Fund Luxembourg (Luxembourg, LU)
Source: Self-asserted source
Grégoire Danoy
grade
Preferred source (of 2)‎

Works (50 of 116)

Items per page:
Page 1 of 3

FedPref: Federated Learning Across Heterogeneous Multi-objective Preferences

ACM Transactions on Modeling and Performance Evaluation of Computing Systems
2024-12-20 | Journal article
Contributors: Maria Hartmann; Grégoire Danoy; Pascal Bouvry
Source: check_circle
Crossref

Evolutionary swarm formation: From simulations to real world robots

Engineering Applications of Artificial Intelligence
2024-02 | Journal article
Contributors: Daniel H. Stolfi; Grégoire Danoy
Source: check_circle
Crossref

Evaluating Surrogate Models for Robot Swarm Simulations

2023 | Book chapter
Contributors: Daniel H. Stolfi; Grégoire Danoy
Source: check_circle
Crossref

Spacecraft Swarm Orbital Formation Optimisation Using Evolutionary Techniques

2023-07-15 | Conference paper
Contributors: Daniel H. Stolfi; Grégoire Danoy
Source: check_circle
Crossref

Optimising Robot Swarm Formations by Using Surrogate Models and Simulations

Applied Sciences
2023-05-12 | Journal article
Contributors: Daniel H. Stolfi; Grégoire Danoy
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

An Evolutionary Algorithm to Optimise a Distributed UAV Swarm Formation System

Applied Sciences
2022-10-11 | Journal article
Contributors: Daniel H. Stolfi; Grégoire Danoy
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Learning to Optimise a Swarm of UAVs

Applied Sciences
2022-09-24 | Journal article
Contributors: Gabriel Duflo; Grégoire Danoy; El-Ghazali Talbi; Pascal Bouvry
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

SuSy-EnGaD: Surveillance System Enhanced by Games of Drones

Drones
2022-01-06 | Journal article
Contributors: Daniel H. Stolfi; Matthias R. Brust; Grégoire Danoy; Pascal Bouvry
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours

2021 | Book chapter
Contributors: Gabriel Duflo; Grégoire Danoy; El-Ghazali Talbi; Pascal Bouvry
Source: check_circle
Crossref

Improving Pheromone Communication for UAV Swarm Mobility Management

2021 | Book chapter
Contributors: Daniel H. Stolfi; Matthias R. Brust; Grégoire Danoy; Pascal Bouvry
Source: check_circle
Crossref

Optimization of Carsharing Fleet Placement in Round-Trip Carsharing Service

Applied Sciences
2021-12-01 | Journal article
Contributors: Boonyarit Changaival; Kittichai Lavangnananda; Grégoire Danoy; Dzmitry Kliazovich; Frédéric Guinand; Matthias Brust; Jedrzej Musial; Pascal Bouvry
Source: check_circle
Crossref
grade
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Author Correction: Interplay between success and patterns of human collaboration: case study of a Thai Research Institute

Scientific Reports
2021-04-15 | Journal article
Contributors: Antonio Maria Fiscarelli; Matthias R. Brust; Roland Bouffanais; Apivadee Piyatumrong; Grégoire Danoy; Pascal Bouvry
Source: check_circle
Crossref

Interplay between success and patterns of human collaboration: case study of a Thai Research Institute

Scientific Reports
2021-01-11 | Journal article
Contributors: Antonio Maria Fiscarelli; Matthias R. Brust; Roland Bouffanais; Apivadee Piyatumrong; Grégoire Danoy; Pascal Bouvry
Source: check_circle
Crossref

Autonomous Flight of Unmanned Aerial Vehicles Using Evolutionary Algorithms

Communications in Computer and Information Science
2020 | Book
EID:

2-s2.0-85081178001

Contributors: Gaudín, A.; Madruga, G.; Rodríguez, C.; Iturriaga, S.; Nesmachnow, S.; Paz, C.; Danoy, G.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Bayesian optimisation to select Rössler system parameters used in Chaotic Ant Colony Optimisation for Coverage

Journal of Computational Science
2020 | Journal article
EID:

2-s2.0-85081039421

Contributors: Rosalie, M.; Kieffer, E.; Brust, M.R.; Danoy, G.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Design Challenges of Trustworthy Artificial Intelligence Learning Systems

Communications in Computer and Information Science
2020 | Book
EID:

2-s2.0-85082107138

Contributors: Brust, M.R.; Bouvry, P.; Danoy, G.; Talbi, E.-G.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Optimizing the Performance of an Unpredictable UAV Swarm for Intruder Detection

2020 | Book chapter
Contributors: Daniel H. Stolfi; Matthias R. Brust; Grégoire Danoy; Pascal Bouvry
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Emerging Inter-Swarm Collaboration for Surveillance Using Pheromones and Evolutionary Techniques

Sensors
2020-04-30 | Journal article
Contributors: Daniel H. Stolfi; Matthias R. Brust; Grégoire Danoy; Pascal Bouvry
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Tackling Large-Scale and Combinatorial Bi-Level Problems With a Genetic Programming Hyper-Heuristic

IEEE Transactions on Evolutionary Computation
2020-02 | Journal article
Contributors: Emmanuel Kieffer; Gregoire Danoy; Matthias R. Brust; Pascal Bouvry; Anass Nagih
Source: check_circle
Crossref
grade
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A GP hyper-heuristic approach for generating TSP heuristics

Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019
2019 | Conference paper
EID:

2-s2.0-85070368070

Contributors: Duflo, G.; Kieffer, E.; Brust, M.R.; Danoy, G.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

A memory-based label propagation algorithm for community detection

Studies in Computational Intelligence
2019 | Book
EID:

2-s2.0-85059058105

Contributors: Fiscarelli, A.M.; Brust, M.R.; Danoy, G.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

A multilayer low-altitude airspace model for UAV traffic management

DIVANet 2019 - Proceedings of the 9th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications
2019 | Conference paper
EID:

2-s2.0-85074565335

Contributors: Labib, N.S.; Danoy, G.; Musial, J.; Brust, M.R.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

A new modeling approach for the biobjective exact optimization of satellite payload configuration

International Transactions in Operational Research
2019 | Journal article
EID:

2-s2.0-85012862754

Contributors: Kieffer, E.; Danoy, G.; Bouvry, P.; Nagih, A.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Cloud Brokering with Bundles: Multi-objective Optimization of Services Selection

Foundations of Computing and Decision Sciences
2019 | Journal article
EID:

2-s2.0-85076088862

Contributors: Musial, J.; Kieffer, E.; Guzek, M.; Danoy, G.; Wagle, S.S.; Bouvry, P.; Blazewicz, J.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Collision Avoidance Effects on the Mobility of a UAV Swarm Using Chaotic Ant Colony with Model Predictive Control

Journal of Intelligent and Robotic Systems: Theory and Applications
2019 | Journal article
EID:

2-s2.0-85045761044

Contributors: Dentler, J.; Rosalie, M.; Danoy, G.; Bouvry, P.; Kannan, S.; Olivares-Mendez, M.A.; Voos, H.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Local memory boosts label propagation for community detection

Applied Network Science
2019 | Journal article
EID:

2-s2.0-85074260935

Contributors: Fiscarelli, A.M.; Brust, M.R.; Danoy, G.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Privacy and Security of Big Data in AI Systems: A Research and Standards Perspective

Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019
2019 | Conference paper
EID:

2-s2.0-85081411737

Contributors: DIlmaghani, S.; Brust, M.R.; Danoy, G.; Cassagnes, N.; Pecero, J.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Special Issue on Advances in Parallel and Distributed Combinatorial Optimization

Journal of Parallel and Distributed Computing
2019 | Journal article
EID:

2-s2.0-85072047149

Contributors: Dorronsoro, B.; Danoy, G.; Baz, D.E.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Toward Real-world Vehicle Placement Optimization in Round-trip Carsharing

Proceedings of the Genetic and Evolutionary Computation Conference
2019 | Conference paper
Part of ISBN: 978-1-4503-6111-8
Source: Self-asserted source
Grégoire Danoy
grade
Preferred source (of 2)‎

Trustworthiness in IoT - A Standards Gap Analysis on Security, Data Protection and Privacy

2019 IEEE Conference on Standards for Communications and Networking, CSCN 2019
2019 | Conference paper
EID:

2-s2.0-85077810961

Contributors: Labib, N.S.; Brust, M.R.; Danoy, G.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Internet of Unmanned Aerial Vehicles—A Multilayer Low-Altitude Airspace Model for Distributed UAV Traffic Management

Sensors
2019-11-03 | Journal article
Contributors: Nader Samir Labib; Grégoire Danoy; Jedrzej Musial; Matthias R. Brust; Pascal Bouvry
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

A competitive approach for bi-level co-evolution

Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2018
2018 | Conference paper
EID:

2-s2.0-85052244267

Contributors: Kieffer, E.; Danoy, G.; Bouvry, P.; Nagih, A.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

A scalable parallel cooperative coevolutionary PSO algorithm for multi-objective optimization

Journal of Parallel and Distributed Computing
2018 | Journal article
EID:

2-s2.0-85021167079

Contributors: Atashpendar, A.; Dorronsoro, B.; Danoy, G.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Chaos-enhanced mobility models for multilevel swarms of UAVs

Swarm and Evolutionary Computation
2018 | Journal article
EID:

2-s2.0-85041590221

Contributors: Rosalie, M.; Danoy, G.; Chaumette, S.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Clustering approaches for visual knowledge exploration in molecular interaction networks

BMC Bioinformatics
2018 | Journal article
EID:

2-s2.0-85052524865

Contributors: Ostaszewski, M.; Kieffer, E.; Danoy, G.; Schneider, R.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Evolutionary algorithms for the inverse protein folding problem

Handbook of Heuristics
2018 | Book
EID:

2-s2.0-85063051137

Contributors: Nielsen, S.S.; Danoy, G.; Jurkowski, W.; Krause, R.; Schneider, R.; Talbi, E.-G.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

RapidRMSD: Rapid determination of RMSDs corresponding to motions of flexible molecules

Bioinformatics
2018 | Journal article
EID:

2-s2.0-85051209956

Contributors: Neveu, E.; Popov, P.; Hoffmann, A.; Migliosi, A.; Besseron, X.; Danoy, G.; Bouvry, P.; Grudinin, S.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Single and multiobjective evolutionary algorithms for clustering biomedical information with unknown number of clusters

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85047487632

Contributors: Curi, M.E.; Carozzi, L.; Massobrio, R.; Nesmachnow, S.; Danoy, G.; Ostaszewski, M.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Visualizing the Template of a Chaotic Attractor

2018 | Book chapter
Contributors: Maya Olszewski; Jeff Meder; Emmanuel Kieffer; Raphaël Bleuse; Martin Rosalie; Grégoire Danoy; Pascal Bouvry
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

7th IEEE Workshop Parallel/Distributed Computing and Optimization (PDCO 2017)

Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2017
2017 | Conference paper
EID:

2-s2.0-85028049708

Contributors: Danoy, G.; El Baz, D.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

A new co-evolutionary algorithm based on constraint decomposition

Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2017
2017 | Conference paper
EID:

2-s2.0-85028081783

Contributors: Kieffer, E.; Danoy, G.; Bouvry, P.; Nagih, A.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Area exploration with a swarm of UAVs combining deterministic chaotic ant colony mobility with position MPC

2017 International Conference on Unmanned Aircraft Systems, ICUAS 2017
2017 | Conference paper
EID:

2-s2.0-85034085158

Contributors: Rosalie, M.; Dentier, J.E.; Danoy, G.; Bouvry, P.; Kannan, S.; Olivares-Mendez, M.A.; Voos, H.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

ASIMUT project: Aid to SItuation management based on MUltimodal, MUltiUAVs, MUltilevel acquisition techniques

DroNet 2017 - Proceedings of the 3rd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications, co-located with MobiSys 2017
2017 | Conference paper
EID:

2-s2.0-85029704505

Contributors: Bouvry, P.; Chaumette, S.; Danoy, G.; Guerrini, G.; Jurquet, G.; Kuwertz, A.; Müller, W.; Rosalie, M.; Sander, J.; Segor, F.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Bayesian optimization approach of general bi-level problems

GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion
2017 | Conference paper
EID:

2-s2.0-85026855771

Contributors: Kieffer, E.; Danoy, G.; Bouvry, P.; Nagih, A.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Chaotic Traversal (CHAT): Very Large Graphs Traversal Using Chaotic Dynamics

International Journal of Bifurcation and Chaos
2017 | Journal article
EID:

2-s2.0-85047915415

Contributors: Changaival, B.; Rosalie, M.; Danoy, G.; Lavangnananda, K.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Coverage Optimization with Connectivity Preservation for UAV Swarms Applying Chaotic Dynamics

Proceedings - 2017 IEEE International Conference on Autonomic Computing, ICAC 2017
2017 | Conference paper
EID:

2-s2.0-85034431371

Contributors: Rosalie, M.; Brust, M.R.; Danoy, G.; Chaumette, S.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Defending Against Intrusion of Malicious UAVs with Networked UAV Defense Swarms

Proceedings - 2017 IEEE 42nd Conference on Local Computer Networks Workshops, LCN Workshops 2017
2017 | Conference paper
EID:

2-s2.0-85040633626

Contributors: Brust, M.R.; Danoy, G.; Bouvry, P.; Gashi, D.; Pathak, H.; Goncalves, M.P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Hybrid mobility model with pheromones for UAV detection task

2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016
2017 | Conference paper
EID:

2-s2.0-85016022933

Contributors: Kieffer, E.; Danoy, G.; Bouvry, P.; Nagih, A.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Message from the program chairs

Proceedings of the International Conference on Cloud Computing Technology and Science, CloudCom
2017 | Conference paper
EID:

2-s2.0-85012992171

Contributors: Danoy, G.; Gopalakrishnan, S.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier

Target tracking optimization of UAV swarms based on dual-pheromone clustering

2017 3rd IEEE International Conference on Cybernetics, CYBCONF 2017 - Proceedings
2017 | Conference paper
EID:

2-s2.0-85027891646

Contributors: Brust, M.R.; Zurad, M.; Hentges, L.; Gomes, L.; Danoy, G.; Bouvry, P.
Source: Self-asserted source
Grégoire Danoy via Scopus - Elsevier
Items per page:
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Peer review (1 review for 1 publication/grant)

Review activity for Neural computing & applications. (1)