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cs.LG2026
Lake Detection and Water Quality Estimation in Sentinel-2 Data
Iulia Pleşu, Alexandra Băicoianu, Ioana Cristina Plajer
With climate change and increasing human pressure on natural landscapes, inland water resources are becoming progressively scarcer, more vulnerable, and more difficult to manage su…
cs.LG2024
Conformal Transformation of Kernels: A Geometric Perspective on Text Classification
Ioana Rădulescu, Alexandra Băicoianu, Adela Mihai
In this article we investigate the effects of conformal transformations on kernel functions used in Support Vector Machines. Our focus lies in the task of text document categorizat…