Abstract: Classification of high-dimensional data with imbalanced classes poses problems. Especially such time series classification tasks are problematic, because the ordering of each time step ...

Abstract: This paper presents a novel active-learning (AL) technique in the context of the cascade classification of multitemporal remote-sensing images for updating land-cover maps. The proposed AL ...

├── Augmentation/ # Data augmentation scripts ├── Data Management/ # Dataset organization & splitting ├── Data Preprocessing/ # Image preprocessing scripts ├── Data/ │ ├── Raw/ # Raw dataset info │ │ ...

The implementation of uniform nomenclature and classification in adult arterial ischemic stroke (AIS) has been critical for defining outcomes and recurrence risks according to etiology and in ...