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Author

Joris Michel Guerin

Observed names: GUERIN, Joris, Gu\'erin, Joris, Guerin Joris, Guerin, Joris, Guérin, Joris, Joris GuErin, Joris Guerin, Joris Guérin
Observed institutions: Centre National de la Recherche Scientifique, Institut de Recherche pour le Développement, Georgia Institute of Technology, Université de Perpignan, Universidade Federal Fluminense, Laboratoire d'Analyse et d'Architecture des Systèmes, ParisTech, Arts et Métiers, Université de Montpellier, University of Reunion Island, Office National d'Études et de Recherches Aérospatiales, Universidade Federal do Rio Grande do Norte, Laboratoire d’Ingénierie des Systèmes Physiques et Numériques, Institut de Recherche pour le Développement, UMR Espace-Dev, Université de Toulouse
ORCID: 0000-0002-8048-8960
Observed ORCID: 0000-0002-8048-8960
OpenAlex ID: A5035616845
Precipitation, landscape properties and land use interactively affect water quality of tropical freshwaters
2020 · Regina Lúcia Guimarães Nobre, Adriano Caliman, et al. · The Science of The Total Environment · 156
Forecasting Covid-19 Dynamics in Brazil: A Data Driven Approach
2020 · Igor Gadelha Pereira, Joris Michel Guerin, et al. · International Journal of Environmental Research and Public Health · 74
CNN features are also great at unsupervised classification
2017 · Gu\'erin, Joris, Gibaru, Olivier, et al. · arXiv (Cornell University) · 73
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Combining pretrained CNN feature extractors to enhance clustering of complex natural images
2020 · Joris Guérin, Stéphane Thiery, et al. · Neurocomputing · 48
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Out-of-Distribution Detection Is Not All You Need
2023 · Joris Guerin, Kevin Delmas, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 35
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A Model Based on LSTM Neural Networks to Identify Five Different Types of Malware
2019 · Eduardo de O. Andrade, José Viterbo, et al. · Procedia Computer Science · 31
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CNN Features are also Great at Unsupervised Classification
2018 · Joris Guérin, Olivier Gibaru, et al. · 21
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Unifying Evaluation of Machine Learning Safety Monitors
2022 · Joris Guerin, Raul Sena Ferreira, et al. · IEEE International Symposium on Software Reliability Engineering (ISSRE) · 20
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Unsupervised Robotic Sorting : Towards Autonomous Decision Making Robots
2018 · Joris GuErin, StEphane Thiery, et al. · International Journal of Artificial Intelligence & Applications · 20
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Certifying Emergency Landing for Safe Urban UAV
2021 · Joris Guerin, Kevin Delmas, et al. · IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W) · 15
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Improving Image Clustering With Multiple Pretrained CNN Feature Extractors
2018 · Guérin, Joris, Boots, Byron · HAL (Le Centre pour la Communication Scientifique Directe) · 14
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Evaluation of Runtime Monitoring for UAV Emergency Landing
2022 · Joris Guerin, Kevin Delmas, et al. · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · 13
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Safety Monitoring of Machine Learning Perception Functions: A Survey
2025 · Raul Sena Ferreira, Joris Guérin, et al. · Computational Intelligence · 11
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A Novel Method for Object Detection using Deep Learning and CAD Models
2021 · Igor Sampaio, Luigy Machaca, et al. · International Conference on Enterprise Information Systems · 10
Clustering for Different Scales of Measurement - The Gap Ratio Weighted K-Means Algorithm
2017 · Joris Guerin, Olivier Gibaru, et al. · 10
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Improving Image Clustering With Multiple Pretrained CNN Feature Extractors
2018 · Gu\'erin, Joris, Boots, Byron · arXiv (Cornell University) · 9
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Semantically Meaningful View Selection
2018 · Joris Guerin, Olivier Gibaru, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 8
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Towards practical implementations of person re-identification from full video frames
2020 · Felix O. Sumari, Luigy Machaca, et al. · Pattern Recognition Letters · 7
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Malware classification using word embeddings algorithms and long‐short term memory networks
2022 · Eduardo de O. Andrade, José Viterbo, et al. · Computational Intelligence · 6
Epidemiology Forecasting of COVID-19 Using AI—A Survey
2022 · Igor Gadelha Pereira, Andouglas Gonçalves da Silva Junior, et al. · Disruptive technologies and digital transformations for society 5.0 · 6
Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering
2020 · Joris Guerin, Anne Magaly de Paula Canuto, et al. · IEEE International Conference on Machine Learning and Applications (ICMLA) · 6
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SiMOOD: Evolutionary Testing Simulation With Out-Of-Distribution Images
2022 · Raul Sena Ferreira, Joris Guerin, et al. · IEEE Pacific Rim International Symposium on Dependable Computing (PRDC) · 5
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Locally optimal control under unknown dynamics with learnt cost function: application to industrial robot positioning
2017 · Joris Guérin, Olivier Gibaru, et al. · Journal of Physics Conference Series · 5
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Learning local trajectories for high precision robotic tasks: Application to KUKA LBR iiwa Cartesian positioning
2016 · Joris Guerin, Olivier Gibaru, et al. · Proceedings of the Annual Conference of the IEEE Industrial Electronics Society · 5
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Adversarial attacks and defenses in person search: A systematic mapping study and taxonomy
2024 · Eduardo de O. Andrade, Joris Guérin, et al. · Image and Vision Computing · 4
Works count: 76
Citation count: 631
H-index: 12
I10-index: 15
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