7 papers
AI4EOSC: a Federated Cloud Platform for Artificial Intelligence in Scientific Research
Ignacio Heredia, Álvaro López García, Fernando Aguilar Gómez +28
The rapid growth of Artificial Intelligence and Machine Learning in scientific research has highlighted a gap between industry-standard MLOps tools and platforms, and the unique re…
Exploring Federated Learning for Thermal Urban Feature Segmentation -- A Comparison of Centralized and Decentralized Approaches
Leonhard Duda, Khadijeh Alibabaei, Elena Vollmer +11
Federated Learning (FL) is an approach for training a shared Machine Learning (ML) model with distributed training data and multiple participants. FL allows bypassing limitations o…
Personalized Federated Learning for improving radar based precipitation nowcasting on heterogeneous areas
Judith Sáinz-Pardo Díaz, María Castrillo, Juraj Bartok +7
The increasing generation of data in different areas of life, such as the environment, highlights the need to explore new techniques for processing and exploiting data for useful p…
Species Area Relationship (SAR): Pattern Description with Geometrical Approach
Saeid Alirezazadeh, Khadijeh Alibabaei, Stephen P. Hubbell
Several formulations are describing the pattern of species-area relationship, log-log linear, semi-log linear, among others. These patterns mainly explain the species-area relation…
Improvement on Extrapolation of Species Abundance Distribution Across Scales from Moments Across Scales
Saeid Alirezazadeh, Khadijeh Alibabaei
Raw moments are used as a way to estimate species abundance distribution. The almost linear pattern of the log transformation of raw moments across scales allow us to extrapolate s…
The pseudovariety of all nilpotent groups is tame
Khadijeh Alibabaei
It has been shown that for every prime number , the pseudovariety of all finite -groups is tame with respect to an implicit signature containing the canonical…
Every decidable pseudovariety of abelian groups is completely tame
Khadijeh Alibabaei
It has been shown that the proper, non-locally finite pseudovarieties of abelian groups are not tame with respect to the canonical signature. In this paper, we show that every deci…