3 papers
cs.CY2026
Performance of models for monitoring sustainable development goals from remote sensing: A three-level meta-regression
Jonas Klingwort, Nina M. Leach, Joep Burger
Machine learning (ML) is a tool to exploit remote sensing data for the monitoring and implementation of the United Nations' Sustainable Development Goals (SDGs). In this paper, we…
cs.CL2025
A meta-analysis on the performance of machine-learning based language models for sentiment analysis
Elena Rohde, Jonas Klingwort, Christian Borgs
This paper presents a meta-analysis evaluating ML performance in sentiment analysis for Twitter data. The study aims to estimate the average performance, assess heterogeneity betwe…
stat.AP2024
Effects of survey design features on response rates: a meta-analytical approach using the example of crime surveys
Jonas Klingwort, Vera Toepoel
When conducting a survey, many choices regarding survey design features have to be made. These choices affect the response rate of a survey. This paper analyzes the individual effe…