Object Detection Models Sensitivity & Robustness to Satellite-Based Adversarial Attacks. Jade Eva Guisiano, Domenico Barretta, Éric Moulines, Thomas Lauvaux, Jérémie Sublime
IEEE International Symposium on Geoscience and Remote Sensing (IGARSS). 2024. Athens - Greece. In Proceedings.
Oil and Gas Automatic Infrastructure Mapping: Leveraging High-Resolution Satellite Imagery through fine-tuning of object detection models.
Jade Eva Guisiano, Éric Moulines, Thomas Lauvaux, Jérémie Sublime
30th International Conference on Neural Information Processing (ICONIP). 2023. 长沙 - China. In Proceedings.
O&GProfile : An automated method for attribution of satellite methane emissions detections to oil and gas sites and operators.
Jade E. Guisiano, Thomas Lauvaux, Éric Moulines, Jérémie Sublime.
19th International Conference on Machine Learning and Data Mining (MLDM). 2023. New-York - USA. Article Link.
SDG-Meter: A Deep Learning Based Tool for Automatic Text Classification of the Sustainable Development Goals. Jade Guisiano, Raja Chiky, Jonathas Demello. 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS).2022. Ho Chi Minh- Vietnam. Article Link.
Multilayered Ensemble Learning for short-term forecasting in agro-climatology. Jade Guisiano, Raja Chiky, Julien Orensanz, and Shohreh Ahvar. 6th International Conference on Computer and Technology Applications (ICCTA). 2020. Antalya - Turkey. Article Link.
Artificial intelligence for dynamic and intelligent methane inventory. Jade Eva Guisiano, Thomas Lauvaux, Zitely Tzompa-Sosa, Éric Moulines, Jérémie Sublime. European Geoscience union (EGU). 2024. Link.
Artificial Intelligence for Methane Mitigation: Through an Automated Determination of Oil and Gas Methane Emissions Profiles. Jade Eva Guisiano, Éric Moulines, Thomas Lauvaux, Jérémie Sublime. Conference on Neural Information Processing (NEURIPS). 2023. Link.
Comprehensive Synthesis Of TROPOMI-Based Methane Emissions From The Permian Basin Estimated With State-Of-Art Methodologies. Alba Lorente, Daniel Zavala-Araiza, Daniel Varon, Lu Shen, Yuzhong Zhang, Mengyao Liu, Pepijn Veefkind, Oliver Schneising, Michael Buchwitz, Jade Guisiano, Alexandre d’Aspremont, Ritesh Gautam, Jack Warren, Mark Omara. American Geophysical Union Annual Meeting (AGU). 2023. Link.
O&GProfile : Automated attribution of GHGSat point source methane emissions detections to O&G infrastructures for site emissions profile analysis (Permian). Jade Eva Guisiano, Thomas Lauvaux, Claudio Cifarelli, Éric Moulines, Jérémie Sublime. European Geoscience union (EGU). 2023. Link.
Comprehensive synthesis of TROPOMI-based methane emissions from the Permian basin estimated with state-of-art methodologies. Alba Lorente, Daniel Zavala-Araiza, Daniel Varon, Lu Shen, Yuzhong Zhang, Mengyao Liu, Pepijn Veefkind, Oliver Schneising, Michael Buchwitz, Jade Guisiano, Alexandre d’Aspremont, Ritesh Gautam, Jack Warren, Mark Omar. International Workshop on Greenhouse Gas Measurements from Space (IWGGMS).2023. Link. RO
Optimization and Automation of Multi-Layered EnsembleLearning for Short-Term Forecasting in Agro-Climatology. Rohit Annad Gupta, Liu Xiaoyang, Jade Eva Guisiano, Raja Chiky, Julien Orensanz, Shohreh Ahvar. TECHENV - Extraction et Gestion des Connaissances (EGC).2020. Link.
Automatic classification of multilabel texts related to Sustainable Development Goals (SDGs). Jade Guisiano, Raja Chiky. TECHENV - Extraction et Gestion des Connaissances (EGC).2020. Link.
Applying Machine Learning to Operational Meteorology. Hosted by the Royal Meteorological Society (RMetS) [Invited Speaker]. London - United Kingdom. March 6, 2024.