activity
20152024
most citedSparse Proteomics Analysis - A compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data

25 citations · 36 across the 5 of their papers we have counts for

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Showing math.DSShow all

3 papers · 1 filter

math.DS2022

Measuring dependencies between variables of a dynamical system using fuzzy affiliations

Niklas Wulkow

A statistical, data-driven method is presented that quantifies influences between variables of a dynamical system. The method is based on finding a suitable representation of point…

math.DS2021

Data-driven modelling of nonlinear dynamics by barycentric coordinates and memory

Niklas Wulkow, Péter Koltai, Vikram Sunkara +1

We present a numerical method to model dynamical systems from data. We use the recently introduced method Scalable Probabilistic Approximation (SPA) to project points from a Euclid…

math.DS2020★ 5 cited

Memory-based reduced modelling and data-based estimation of opinion spreading

Niklas Wulkow, Péter Koltai, Christof Schütte

We investigate opinion dynamics based on an agent-based model, and are interested in predicting the evolution of the percentages of the entire agent population that share an opinio…