3 papers
cs.LG2021
Super-klust: Another Way of Piecewise Linear Classification
Rahman Salim Zengin, Volkan Sezer
With our previous study, the Super-k algorithm, we have introduced a novel way of piecewise-linear classification. While working on the Super-k algorithm, we have found that there…
cs.LG2020
Super-k: A Piecewise Linear Classifier Based on Voronoi Tessellations
Rahman Salim Zengin, Volkan Sezer
Voronoi tessellations are used to partition the Euclidean space into polyhedral regions, which are called Voronoi cells. Labeling the Voronoi cells with the class information, we c…
cs.CG2020
A Novel Point Inclusion Test for Convex Polygons Based on Voronoi Tessellations
Rahman Salim Zengin, Volkan Sezer
The point inclusion tests for polygons, in other words the point-in-polygon (PIP) algorithms, are fundamental tools for many scientific fields related to computational geometry, an…