Markus Pauly - RankMe

59 papers A 1B 1Journal 49Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Confidence intervals for Random Forest permutation importance with missing data. Comput. Stat. Nico Föge, Markus Pauly
2026	J	`jnl`	Multivariate and multiple contrast testing in general covariate-adjusted factorial designs. J. Multivar. Anal. Marléne Baumeister, Konstantin Emil Thiel, Lynn Matits, Georg Zimmermann, Markus Pauly, Paavo Sattler
2025	—	`conf`	A Cautionary Tale About "Neutrally" Informative AI Tools Ahead of the 2025 Federal Elections in Germany. xAI (5) Ina Dormuth, Sven Franke, Marlies Hafer, Tim Katzke, Alexander Marx, Emmanuel Müller, Daniel Neider, Markus Pauly, Jérôme Rutinowski
2025	J	`jnl`	A Cautionary Tale About "Neutrally" Informative AI Tools Ahead of the 2025 Federal Elections in Germany. CoRR Ina Dormuth, Sven Franke, Marlies Hafer, Tim Katzke, Alexander Marx, Emmanuel Müller, Daniel Neider, Markus Pauly, Jérôme Rutinowski
2025	J	`jnl`	A Detailed Study on LLM Biases Concerning Corporate Social Responsibility and Green Supply Chains. CoRR Greta Ontrup, Annika Bush, Markus Pauly, Meltem Aksoy
2025	J	`jnl`	Can ChatGPT Solve Undergraduate Exams from Warehousing Studies? An Investigation. Comput. Sven Franke, Christoph Pott, Jérôme Rutinowski, Markus Pauly, Christopher Reining, Alice Kirchheim
2025	—	`conf`	Choosing a Model, Shaping a Future: Comparing LLM Perspectives on Sustainability and its Relationship with AI. EMNLP (Findings) Annika Bush, Meltem Aksoy, Markus Pauly, Greta Ontrup
2025	J	`jnl`	Choosing a Model, Shaping a Future: Comparing LLM Perspectives on Sustainability and its Relationship with AI. CoRR Annika Bush, Meltem Aksoy, Markus Pauly, Greta Ontrup
2025	J	`jnl`	Explainable anomaly detection for sound spectrograms using pooling statistics with quantile differences. CoRR Nicolas Thewes, Philipp Steinhauer, Patrick Trampert, Markus Pauly, Georg Schneider
2025	J	`jnl`	Human vs. Machines: Who wins in semiconductor market forecasting? Expert Syst. Appl. Louis Steinmeister, Markus Pauly
2025	J	`jnl`	Old but Gold or New and Shiny? Comparing Tree Ensembles for Ordinal Prediction with a Classic Parametric Approach. J. Classif. Philip Buczak, Daniel Horn, Markus Pauly
2025	J	`jnl`	Robust confidence intervals for meta-regression with interaction effects. Comput. Stat. Maria Thurow, Thilo Welz, Eric Knop, Tim Friede, Markus Pauly
2024	J	`jnl`	AR-Sieve Bootstrap for the Random Forest and a simulation-based comparison with rangerts time series prediction. CoRR Cabrel Teguemne Fokam, Carsten Jentsch, Michel Lang, Markus Pauly
2024	J	`jnl`	Adaptive tests for ANOVA in Fisher-von Mises-Langevin populations under heteroscedasticity. Comput. Stat. Shreyashi Basak, Markus Pauly, Somesh Kumar
2024	J	`jnl`	Behind the Screen: Investigating ChatGPT's Dark Personality Traits and Conspiracy Beliefs. CoRR Erik Weber, Jérôme Rutinowski, Markus Pauly
2024	J	`jnl`	Comparing Statistical and Machine Learning Methods for Time Series Forecasting in Data-Driven Logistics - A Simulation Study. Entropy Lena Schmid, Moritz Roidl, Alice Kirchheim, Markus Pauly
2024	—	`conf`	Development and Maintenance of Trust in Human-Drone Interaction: Preliminary Empirical Findings in a Warehouse Setting. AISoLA Annette Kluge, Lisa Thomaschewski, Christopher Reining, Sven Franke, Shrutarv Awasthi, Moritz Roidl, Olga Vogel, Markus Pauly
2024	J	`jnl`	Enhancing endangered species monitoring by lowering data entry requirements with imputation techniques as a preprocessing step for the footprint identification technology (FIT). Ecol. Informatics Frederick Kistner, Justus Tulowietzki, Larissa Slaney, Sky K. Alibhai, Zoe C. Jewell, Burim Ramosaj, Markus Pauly
2024	J	`jnl`	Is GPT-4 Less Politically Biased than GPT-3.5? A Renewed Investigation of ChatGPT's Political Biases. CoRR Erik Weber, Jérôme Rutinowski, Niklas Jost, Markus Pauly
2024	J	`jnl`	Quantile-based MANOVA: A new tool for inferring multivariate data in factorial designs. J. Multivar. Anal. Marléne Baumeister, Marc Ditzhaus, Markus Pauly
2024	—	`conf`	Representation Biases in Time-Series Human Activity Recognition with Small Sample Sizes. ICPR (15) Nilah Ravi Nair, Lena Schmid, Christopher Reining, Fernando Moya Rueda, Markus Pauly, Gernot A. Fink
2024	J	`jnl`	TREE: Tree Regularization for Efficient Execution. CoRR Lena Schmid, Daniel Biebert, Christian Hakert, Kuan-Hsun Chen, Michel Lang, Markus Pauly, Jian-Jia Chen
2023	J	`jnl`	Analyzing the Effect of Imputation on Classification Performance under MCAR and MAR Missing Mechanisms. Entropy Philip Buczak, Jian-Jia Chen, Markus Pauly
2023	J	`jnl`	Cluster-robust estimators for multivariate mixed-effects meta-regression. Comput. Stat. Data Anal. Thilo Welz, Wolfgang Viechtbauer, Markus Pauly
2023	J	`jnl`	Comparing statistical and machine learning methods for time series forecasting in data-driven logistics - A simulation study. CoRR Lena Schmid, Moritz Roidl, Markus Pauly
2023	J	`jnl`	Dataset Bias in Human Activity Recognition. CoRR Nilah Ravi Nair, Lena Schmid, Fernando Moya Rueda, Markus Pauly, Gernot A. Fink, Christopher Reining
2023	J	`jnl`	Estimation of a New Stress Strength Index for One Parameter Exponential Family. IEEE Trans. Reliab. Tulika Rudra Gupta, Markus Pauly, Somesh Kumar
2023	J	`jnl`	Learning Causal Graphs in Manufacturing Domains Using Structural Equation Models. Int. J. Semantic Comput. Maximilian Kertel, Stefan Harmeling, Markus Pauly, Nadja Klein
2023	B	`conf`	RODD: Robust Outlier Detection in Data Cubes. DaWaK Lara Kuhlmann, Daniel Wilmes, Emmanuel Müller, Markus Pauly, Daniel Horn
2023	J	`jnl`	RODD: Robust Outlier Detection in Data Cubes. CoRR Lara Kuhlmann, Daniel Wilmes, Emmanuel Müller, Markus Pauly, Daniel Horn
2023	J	`jnl`	The Self-Perception and Political Biases of ChatGPT. CoRR Jérôme Rutinowski, Sven Franke, Jan Endendyk, Ina Dormuth, Markus Pauly
2023	J	`jnl`	Tree-based ensembles for multi-output regression: Comparing multivariate approaches with separate univariate ones. Comput. Stat. Data Anal. Lena Schmid, Alexander Gerharz, Andreas Groll, Markus Pauly
2022	J	`jnl`	Estimating Gaussian Copulas with Missing Data with and without Expert Knowledge. Entropy Maximilian Kertel, Markus Pauly
2022	J	`jnl`	Estimating Gaussian Copulas with Missing Data. CoRR Maximilian Kertel, Markus Pauly
2022	J	`jnl`	Is there a role for statistics in artificial intelligence? Adv. Data Anal. Classif. Sarah Friedrich, Gerd Antes, Sigrid Behr, Harald Binder, Werner Brannath, Florian Dumpert, Katja Ickstadt, Hans A. Kestler, Johannes Lederer, Heinz Leitgöb, Markus Pauly, Ansgar Steland, Adalbert F. X. Wilhelm, Tim Friede
2022	—	`conf`	Learning Causal Graphs in Manufacturing Domains using Structural Equation Models. AI4I Maximilian Kertel, Stefan Harmeling, Markus Pauly
2022	J	`jnl`	Learning Causal Graphs in Manufacturing Domains using Structural Equation Models. CoRR Maximilian Kertel, Stefan Harmeling, Markus Pauly
2022	J	`jnl`	Machine Learning for Multi-Output Regression: When should a holistic multivariate approach be preferred over separate univariate ones? CoRR Lena Schmid, Alexander Gerharz, Andreas Groll, Markus Pauly
2022	J	`jnl`	On the Relation between Prediction and Imputation Accuracy under Missing Covariates. Entropy Burim Ramosaj, Justus Tulowietzki, Markus Pauly
2021	—	`conf`	Chances of Interpretable Transfer Learning for Human Activity Recognition in Warehousing. ICCL Michael Kirchhof, Lena Schmid, Christopher Reining, Michael ten Hompel, Markus Pauly
2021	J	`jnl`	On the Relation between Prediction and Imputation Accuracy under Missing Covariates. CoRR Burim Ramosaj, Justus Tulowietzki, Markus Pauly
2021	J	`jnl`	pRSL: Interpretable Multi-label Stacking by Learning Probabilistic Rules. CoRR Michael Kirchhof, Lena Schmid, Christopher Reining, Michael ten Hompel, Markus Pauly
2021	A	`conf`	pRSL: Interpretable multi-label stacking by learning probabilistic rules. UAI Michael Kirchhof, Lena Schmid, Christopher Reining, Michael ten Hompel, Markus Pauly
2020	J	`jnl`	A cautionary tale on using imputation methods for inference in matched-pairs design. Bioinform. Burim Ramosaj, Lubna Amro, Markus Pauly
2020	J	`jnl`	Is there a role for statistics in artificial intelligence? CoRR Sarah Friedrich, Gerd Antes, Sigrid Behr, Harald Binder, Werner Brannath, Florian Dumpert, Katja Ickstadt, Hans A. Kestler, Johannes Lederer, Heinz Leitgöb, Markus Pauly, Ansgar Steland, Adalbert F. X. Wilhelm, Tim Friede
2020	J	`jnl`	Multivariate analysis of covariance with potentially singular covariance matrices and non-normal responses. J. Multivar. Anal. Georg Zimmermann, Markus Pauly, Arne C. Bathke
2020	—	`conf`	Travel Time Prediction Using Tree-Based Ensembles. ICCL He Huang, Martin Pouls, Anne Meyer, Markus Pauly
2020	J	`jnl`	Travel Time Prediction using Tree-Based Ensembles. CoRR He Huang, Martin Pouls, Anne Meyer, Markus Pauly
2019	J	`jnl`	Asymptotic Unbiasedness of the Permutation Importance Measure in Random Forest Models. CoRR Burim Ramosaj, Markus Pauly
2019	J	`jnl`	Predicting missing values: a comparative study on non-parametric approaches for imputation. Comput. Stat. Burim Ramosaj, Markus Pauly
2019	J	`jnl`	Resampling-Based Analysis of Multivariate Data and Repeated Measures Designs with the R Package MANOVA.RM. R J. Sarah Friedrich, Frank Konietschke, Markus Pauly
2019	J	`jnl`	Wild bootstrap logrank tests with broader power functions for testing superiority. Comput. Stat. Data Anal. Marc Ditzhaus, Markus Pauly
2019	J	`jnl`	Wild bootstrapping rank-based procedures: Multiple testing in nonparametric factorial repeated measures designs. J. Multivar. Anal. Maria Umlauft, Marius Placzek, Frank Konietschke, Markus Pauly
2018	J	`jnl`	MATS: Inference for potentially singular and heteroscedastic MANOVA. J. Multivar. Anal. Sarah Friedrich, Markus Pauly
2017	J	`jnl`	A wild bootstrap approach for nonparametric repeated measurements. Comput. Stat. Data Anal. Sarah Friedrich, Frank Konietschke, Markus Pauly
2017	—	`conf`	An evaluation of the influence of haptic feedback on gaze behavior during in-car interaction with touch screens. WHC Frank Beruscha, Wolfgang Krautter, Anja Lahmer, Markus Pauly
2017	J	`jnl`	Permuting longitudinal data in spite of the dependencies. J. Multivar. Anal. Sarah Friedrich, Edgar Brunner, Markus Pauly
2015	J	`jnl`	Parametric and nonparametric bootstrap methods for general MANOVA. J. Multivar. Anal. Frank Konietschke, Arne C. Bathke, Solomon W. Harrar, Markus Pauly
2014	J	`jnl`	Bootstrapping and permuting paired t-test type statistics. Stat. Comput. Frank Konietschke, Markus Pauly