Christina Frederick

activity

20132026

most citedSeabed classification using physics-based modeling and machine learning

61 citations · 65 across the 6 of their papers we have counts for

collaborators

Showing 2020Show all

2 papers · 1 filter

math.CA2020

Frame spectral pairs and exponential bases

Christina Frederick, Azita Mayeli

Given a domain $Ω \subset R^{d}$ with positive and finite Lebesgue measure and a discrete set $Λ \subset R^{d}$ , we say that $(Ω, Λ)$ is a {\it frame spectral pair} if the set o…

eess.SP2020★ 61 cited

Seabed classification using physics-based modeling and machine learning

Christina Frederick, Soledad Villar, Zoi-Heleni Michalopoulou

In this work model-based methods are employed along with machine learning techniques to classify sediments in oceanic environments based on the geoacoustic properties of a two-laye…