28 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Laboratoire de Mathématiques Blaise PascalFR2 papers
- Abu Dhabi Department of Education and KnowledgeAE1 paper
- Abu Dhabi UniversityAE1 paper
- Astronomical Institute of the Slovak Academy of SciencesSK1 paper
- Beihang UniversityCN1 paper
- Canberra HospitalAU1 paper
- Centre de Coopération Internationale en Recherche Agronomique pour le DéveloppementFR1 paper
- Centre de Recherche en Mathématiques de la DécisionFR1 paper
- Civil Aviation AuthorityGB1 paper
- Daiseung Medics (South Korea)KR1 paper
- École Nationale de la MétéorologieFR1 paper
- École Nationale Supérieure d’Informatique pour l’Industrie et l’EntrepriseFR1 paper
9 papers
Corridor Design and Separation Definition in Advanced Air Mobility: Systematic Literature Review
Evgenii Vinogradov, Debashisha Mishra, Mariam Ali Askar Alobeidli +4
Advanced Air Mobility (AAM) uses electric vertical take-off and landing (eVTOL) vehicles to address urban congestion and emissions. However, corridor design, operation management,…
Multimodal Deep Learning for Stroke Prediction and Detection using Retinal Imaging and Clinical Data
Saeed Shurrab, Aadim Nepal, Terrence J. Lee-St. John +3
Stroke is a major public health problem, affecting millions worldwide. Deep learning has recently demonstrated promise for enhancing the diagnosis and risk prediction of stroke. Ho…
RAB-DEF: Dynamic and explainable defense against adversarial attacks in Federated Learning to fair poor clients
Nuria Rodríguez-Barroso, M. Victoria Luzón, Francisco Herrera
At the same time that artificial intelligence is becoming popular, concern and the need for regulation is growing, including among other requirements the data privacy. In this cont…
Leveraging Self-Supervised Learning for Fetal Cardiac Planes Classification using Ultrasound Scan Videos
Joseph Geo Benjamin, Mothilal Asokan, Amna Alhosani +5
Self-supervised learning (SSL) methods are popular since they can address situations with limited annotated data by directly utilising the underlying data distribution. However, th…
A Universal Method for Solar Filament Detection from H-alpha Observations using Semi-supervised Deep Learning
Andrea Diercke, Robert Jarolim, Christoph Kuckein +7
Filaments are omnipresent features in the solar atmosphere. Their location, properties and time evolution can provide information about changes in solar activity and assist the ope…
Reconciling Open Interest with Traded Volume in Perpetual Swaps
Ioannis Giagkiozis, Emilio Said
Perpetual swaps are derivative contracts that allow traders to speculate on, or hedge, the price movements of cryptocurrencies. Unlike futures contracts, perpetual swaps have no se…
An optimal transport approach for the multiple quantile hedging problem
Cyril Bénézet, Jean-François Chassagneux, Mohan Yang
We consider the multiple quantile hedging problem, which is a class of partial hedging problems containing as special examples the quantile hedging problem (F{ö}llmer \& Leukert 19…
Adaptation to a changing environment: what me Normal?
Jimmy Garnier, O Cotto, T Bourgeron +4
Predicting the adaptation of populations to a changing environment is crucial to assess the impact of human activities on biodiversity. Many theoretical studies have tackled this i…
Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning
Taimur Hassan, Bilal Hassan, Muhammad Usman Akram +3
Retinopathy represents a group of retinal diseases that, if not treated timely, can cause severe visual impairments or even blindness. Many researchers have developed autonomous sy…