Publications

Maciej Rosolowski, Volker Oberle, Peter Ahnert, Petra Creutz, Martin Witzenrath, Michael Kiehntopf, Markus Loeffler, Norbert Suttorp, and Markus Scholz. Dynamics of cytokines, immune cell counts and disease severity in patients with community-acquired pneumonia - Unravelling potential causal relationships. Cytokine, (136)155263:155263, Elsevier BV, December 2020. [PUMA: Community-acquired response; Cytokines; inflammatory series Systemic Time pneumonia;]

Lars Kegel, Martin Hahmann, and Wolfgang Lehner. Generating What-If Scenarios for Time Series Data. Proceedings of the 29th International Conference on Scientific and Statistical Database Management, Association for Computing Machinery, New York, NY, USA, 2017. [PUMA: analytics scenario, query, series hypothetical analysis, time business what-if] URL

Claudio Hartmann, Martin Hahmann, Wolfgang Lehner, and Frank Rosenthal. Exploiting big data in time series forecasting: A cross-sectional approach. 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 1--10, 2015. [PUMA: analysis;Forecasting;Predictive models;Mathematical series models;Big Time data;Data model;History]