Zobrazeno 1 - 10
of 112
pro vyhledávání: '"Masip, David"'
Glaucoma, a leading cause of irreversible blindness, necessitates early detection for accurate and timely intervention to prevent irreversible vision loss. In this study, we present a novel deep learning framework that leverages the diagnostic value
Externí odkaz:
http://arxiv.org/abs/2403.05702
Autor:
Dehshibi, Mohammad Mahdi, Masip, David
In this study, we investigate how environmental factors, specifically the scenes and objects involved, can affect the expression of emotions through body language. To this end, we introduce a novel multi-stream deep convolutional neural network named
Externí odkaz:
http://arxiv.org/abs/2402.13955
Glaucoma is the leading cause of irreversible blindness worldwide and poses significant diagnostic challenges due to its reliance on subjective evaluation. However, recent advances in computer vision and deep learning have demonstrated the potential
Externí odkaz:
http://arxiv.org/abs/2307.16528
Autor:
Mougan, Carlos, Broelemann, Klaus, Masip, David, Kasneci, Gjergji, Thiropanis, Thanassis, Staab, Steffen
As input data distributions evolve, the predictive performance of machine learning models tends to deteriorate. In practice, new input data tend to come without target labels. Then, state-of-the-art techniques model input data distributions or model
Externí odkaz:
http://arxiv.org/abs/2303.08081
Publikováno v:
The Visual Computer, 2023, 1-13
To equip Convolutional Neural Networks (CNNs) with explainability, it is essential to interpret how opaque models take specific decisions, understand what causes the errors, improve the architecture design, and identify unethical biases in the classi
Externí odkaz:
http://arxiv.org/abs/2203.01289
Publikováno v:
In Expert Systems With Applications 5 December 2024 256
Publikováno v:
IEEE Access, vol. 9, pp. 72681-72690, 2021
Monitoring the spread of disease-carrying mosquitoes is a first and necessary step to control severe diseases such as dengue, chikungunya, Zika or yellow fever. Previous citizen science projects have been able to obtain large image datasets with link
Externí odkaz:
http://arxiv.org/abs/2110.15956
The re-emergence of mosquito-borne diseases (MBDs), which kill hundreds of thousands of people each year, has been attributed to increased human population, migration, and environmental changes. Convolutional neural networks (CNNs) have been used by
Externí odkaz:
http://arxiv.org/abs/2110.15912
Autor:
Bustos, Cristina, Rhoads, Daniel, Sole-Ribalta, Albert, Masip, David, Arenas, Alex, Lapedriza, Agata, Borge-Holthoefer, Javier
At the moment, urban mobility research and governmental initiatives are mostly focused on motor-related issues, e.g. the problems of congestion and pollution. And yet, we can not disregard the most vulnerable elements in the urban landscape: pedestri
Externí odkaz:
http://arxiv.org/abs/2110.11672
Regression problems have been widely studied in machinelearning literature resulting in a plethora of regression models and performance measures. However, there are few techniques specially dedicated to solve the problem of how to incorporate categor
Externí odkaz:
http://arxiv.org/abs/2105.13783