Göran Kauermann

According to our database, Göran Kauermann authored at least 43 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance in Earth Observation?

Christoph Koller, Göran Kauermann, Xiao Xiang Zhu

IEEE Trans. Geosci. Remote. Sens., 2024

2023

Buchrezension zu "Angewandte Data Science" von Lothar Blum (Hrsg.).

Göran Kauermann

Wirtschaftsinformatik Manag., December, 2023

Can machine learning algorithms deliver superior models for rental guides?

Oliver Trinkaus, Göran Kauermann

AStA Wirtschafts und Sozialstatistisches Arch., December, 2023

All that glitters is not gold: Relational events models with spurious events.

Cornelius Fritz, Marius Mehrl, Paul W. Thurner, Göran Kauermann

Netw. Sci., June, 2023

Die Berücksichtigung von außergesetzlichen Merkmalen bei der Mietspiegelerstellung - Kausalität versus Vorhersage.

Göran Kauermann, Michael Windmann

AStA Wirtschafts und Sozialstatistisches Arch., June, 2023

Towards Label Embedding - Measuring classification difficulty.

Katharina Hechinger, Christoph Koller, Xiao Xiang Zhu, Göran Kauermann

CoRR, 2023

Sources of Uncertainty in Machine Learning - A Statisticians' View.

Cornelia Gruber, Patrick Oliver Schenk, Malte Schierholz, Frauke Kreuter, Göran Kauermann

CoRR, 2023

Weighted high dimensional data reduction of finite Element Features - An Application on High Pressure of an Abdominal Aortic Aneurysm.

Christoph Striegel, Göran Kauermann, Jonas Biehler

CoRR, 2023

The Politics of Language Choice: How the Russian-Ukrainian War Influences Ukrainians' Language Use on Twitter.

Daniel Racek, Brittany I. Davidson, Paul W. Thurner, Xiao Xiang Zhu, Göran Kauermann

CoRR, 2023

2022

A Multifidelity Function-on-Function Model Applied to an Abdominal Aortic Aneurysm.

Christoph Striegel, Jonas Biehler, Wolfgang A. Wall, Göran Kauermann

Technometrics, 2022

EM-based smooth graphon estimation using MCMC and spline-based approaches.

Benjamin Sischka, Göran Kauermann

Soc. Networks, 2022

Bipartite exponential random graph models with nodal random effects.

Sevag Kevork, Göran Kauermann

Soc. Networks, 2022

Exploring the latent social space of COVID-19 Twitter elites.

Giacomo De Nicola, Victor H. Tuekam Mambou, Göran Kauermann

CoRR, 2022

Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance?

Christoph Koller, Göran Kauermann, Xiao Xiang Zhu

CoRR, 2022

Exponential Random Graph Models for Dynamic Signed Networks: An Application to International Relations.

Cornelius Fritz, Marius Mehrl, Paul W. Thurner, Göran Kauermann

CoRR, 2022

On assessing excess mortality in Germany during the COVID-19 pandemic.

Giacomo De Nicola, Göran Kauermann, Michael Höhle

AStA Wirtschafts und Sozialstatistisches Arch., 2022

An update on excess mortality in the second year of the COVID-19 pandemic in Germany.

Giacomo De Nicola, Göran Kauermann

AStA Wirtschafts und Sozialstatistisches Arch., 2022

Predictive Energy Management for Battery Electric Vehicles with Hybrid Models.

Yu-Wen Huang, Christian Prehofer, William Lindskog, Ron Puts, Pietro Mosca, Göran Kauermann

Proceedings of the Intelligent Transport Systems - 6th EAI International Conference, 2022

2021

Iterative estimation of mixed exponential random graph models with nodal random effects.

Sevag Kevork, Göran Kauermann

Netw. Sci., 2021

Separable and semiparametric network-based counting processes applied to the international combat aircraft trades.

Cornelius Fritz, Paul W. Thurner, Göran Kauermann

Netw. Sci., 2021

2020

Data Science - Einige Gedanken aus Sicht eines Statistikers.

Göran Kauermann

Inform. Spektrum, 2020

Datenerhebung bei Mietspiegeln: Überblick und Einordnung aus Sicht der Statistik.

Göran Kauermann, Michael Windmann, Ralf T. Münnich

AStA Wirtschafts und Sozialstatistisches Arch., 2020

Embedding Space Correlation as a Measure of Domain Similarity.

Anne Beyer, Göran Kauermann, Hinrich Schütze

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019

A note on parallel sampling in Markov graphs.

Verena Bauer, Karl Fürlinger, Göran Kauermann

Comput. Stat., 2019

Tempus Volat, Hora Fugit - A Survey of Dynamic Network Models in Discrete and Continuous Time.

Cornelius Fritz, Michael Lebacher, Göran Kauermann

CoRR, 2019

2018

Data Science: a proposal for a curriculum.

Göran Kauermann, Thomas Seidl

Int. J. Data Sci. Anal., 2018

2017

Stable exponential random graph models with non-parametric components for large dense networks.

Stephanie Thiemichen, Göran Kauermann

Soc. Networks, 2017

Smooth expectiles for panel data using penalized splines.

Linda Schulze Waltrup, Göran Kauermann

Stat. Comput., 2017

2016

Bayesian exponential random graph models with nodal random effects.

Stephanie Thiemichen, Nial Friel, Alberto Caimo, Göran Kauermann

Soc. Networks, 2016

Mietspiegel heute.

Göran Kauermann, Michael Windmann

AStA Wirtschafts und Sozialstatistisches Arch., 2016

Statistik, Data Science und Big Data.

Göran Kauermann, Helmut Küchenhoff

AStA Wirtschafts und Sozialstatistisches Arch., 2016

2014

Flexible pair-copula estimation in D-vines using bivariate penalized splines.

Göran Kauermann, Christian Schellhase

Stat. Comput., 2014

Penalized marginal likelihood estimation of finite mixtures of Archimedean copulas.

Göran Kauermann, Renate Meyer

Comput. Stat., 2014

2013

On confidence intervals for semiparametric expectile regression.

Fabian Sobotka, Göran Kauermann, Linda Schulze Waltrup, Thomas Kneib

Stat. Comput., 2013

2012

Density estimation and comparison with a penalized mixture approach.

Christian Schellhase, Göran Kauermann

Comput. Stat., 2012

2011

Functional variance estimation using penalized splines with principal component analysis.

Göran Kauermann, Michael Wegener

Stat. Comput., 2011

2010

Parsimonious Classification Via Generalized Linear Mixed Models.

Göran Kauermann, John T. Ormerod, Matthew P. Wand

J. Classif., 2010

Vorwort der Herausgeber.

Göran Kauermann, Karl Mosler

AStA Wirtschafts und Sozialstatistisches Arch., 2010

2008

Stacked Laplace-EM algorithm for duration models with time-varying and random effects.

Göran Kauermann, Ronghui Xu, Florin Vaida

Comput. Stat. Data Anal., 2008

Gedanken zur Statistikausbildung an deutschen Hochschulen.

Göran Kauermann, Hans Peter Wolf

AStA Wirtschafts und Sozialstatistisches Arch., 2008

2006

Additive two-way hazards model with varying coefficients.

Göran Kauermann, Pavel Khomski

Comput. Stat. Data Anal., 2006

2005

Penalized spline smoothing in multivariable survival models with varying coefficients.

Göran Kauermann

Comput. Stat. Data Anal., 2005

2003

Generalized linear random effects models with varying coefficients.

Gerhard Tutz, Göran Kauermann

Comput. Stat. Data Anal., 2003