1 code implementation • 2 Feb 2023 • William C. Sleeman IV, Rishabh Kapoor, Preetam Ghosh
The popularity of learning from data with machine learning and neural networks has lead to the creation of many new datasets for almost every problem domain.
no code implementations • 18 Sep 2021 • William C. Sleeman IV, 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.
1 code implementation • 24 Jul 2021 • William C. Sleeman IV, Bartosz Krawczyk
This allows us to gain insight into the usefulness of specific components of oversampling algorithms for big data, as well as formulate guidelines and recommendations for designing future resampling approaches for massive imbalanced data.