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 │ │ ...

Enzyme catalysis plays a fundamental role in biological systems, particularly in multienzyme cascade reactions that achieve efficient and precise transformation of complex substrates through ...

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 ...