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cs.CV2022
Shape Proportions and Sphericity in n Dimensions
William Franz Lamberti
Shape metrics for objects in high dimensions remain sparse. Those that do exist, such as hyper-volume, remain limited to objects that are better understood such as Platonic solids…
eess.IV2022★ 1 cited
Classification of White Blood Cell Leukemia with Low Number of Interpretable and Explainable Features
William Franz Lamberti
White Blood Cell (WBC) Leukaemia is detected through image-based classification. Convolutional Neural Networks are used to learn the features needed to classify images of cells a m…
cs.LG2022
Using Shape Metrics to Describe 2D Data Points
William Franz Lamberti
Traditional machine learning (ML) algorithms, such as multiple regression, require human analysts to make decisions on how to treat the data. These decisions can make the model bui…