Search Results for author: Steffen Pauws

Found 4 papers, 2 papers with code

latrend: A Framework for Clustering Longitudinal Data

1 code implementation22 Feb 2024 Niek Den Teuling, Steffen Pauws, Edwin van den Heuvel

We introduce the R package "latrend" as a framework for the unified application of methods for longitudinal clustering, enabling comparisons between methods with minimal coding.

Clustering

Clustering of longitudinal data: A tutorial on a variety of approaches

1 code implementation10 Nov 2021 Niek Den Teuling, Steffen Pauws, Edwin van den Heuvel

During the past two decades, methods for identifying groups with different trends in longitudinal data have become of increasing interest across many areas of research.

Clustering Trajectory Modeling

Service Selection using Predictive Models and Monte-Carlo Tree Search

no code implementations12 Feb 2020 Cliff Laschet, Jorn op den Buijs, Mark H. M. Winands, Steffen Pauws

A predictive model is developed using the National Home and Hospice Care Survey (NHHCS) dataset to quantify the effect of care services on the risk of re-hospitalization.

Making effective use of healthcare data using data-to-text technology

no code implementations10 Aug 2018 Steffen Pauws, Albert Gatt, Emiel Krahmer, Ehud Reiter

Financial reports are produced to assess healthcare organizations on some key performance indicators to steer their healthcare delivery.

Cannot find the paper you are looking for? You can Submit a new open access paper.