168 citations · 301 across the 8 of their papers we have counts for
Showing 2021Show all
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cs.LG2021★ 2 cited
Multimodal Classification: Current Landscape, Taxonomy and Future Directions
William C. Sleeman, Rishabh Kapoor, Preetam Ghosh
Multimodal classification research has been gaining popularity in many domains that collect more data from multiple sources including satellite imagery, biometrics, and medicine. H…
cs.LG2021★ 126 cited
Imbalanced Big Data Oversampling: Taxonomy, Algorithms, Software, Guidelines and Future Directions
William C. Sleeman, Bartosz Krawczyk
Learning from imbalanced data is among the most challenging areas in contemporary machine learning. This becomes even more difficult when considered the context of big data that ca…