14 citations · 25 across the 6 of their papers we have counts for
3 papers · 1 filter
Review of Methods for Handling Class-Imbalanced in Classification Problems
Satyendra Singh Rawat, Amit Kumar Mishra
Learning classifiers using skewed or imbalanced datasets can occasionally lead to classification issues; this is a serious issue. In some cases, one class contains the majority of…
Machine Learning based Extraction of Boundary Conditions from Doppler Echo Images for Patient Specific Coarctation of the Aorta: Computational Fluid Dynamics Study
Vincent Milimo Masilokwa Punabantu, Malebogo Ngoepe, Amit Kumar Mishra +3
Purpose- Coarctation of the Aorta (CoA) patient-specific computational fluid dynamics (CFD) studies in resource constrained settings are limited by the available imaging modalities…
Sea Ice Concentration Estimation Techniques Using Machine Learning: An End-To-End Workflow for Estimating Concentration Maps from SAR Images
Stefan Dominicus, Amit Kumar Mishra
Sea ice concentration is an important metric used to characterize polar sea ice behavior. Understanding this behavior and accurately representing it is of critical importance for c…