Hans-Georg Müller

33 papers A 1B 1Journal 23Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Measure selection for functional linear model.
Comput. Stat. Data Anal.
Su I Iao, Hans-Georg Müller
2025 J jnl
Conditional Wasserstein Barycenters and Interpolation/Extrapolation of Distributions.
IEEE Trans. Inf. Theory
Jianing Fan, Hans-Georg Müller
2025 J jnl
End-to-End Deep Learning for Predicting Metric Space-Valued Outputs.
CoRR
Yidong Zhou, Su I Iao, Hans-Georg Müller
2025 J jnl
Fréchet Geodesic Boosting.
CoRR
Yidong Zhou, Su I Iao, Hans-Georg Müller
2025 J jnl
Wasserstein-Kaplan-Meier Survival Regression.
J. Comput. Graph. Stat.
Yidong Zhou, Hans-Georg Müller
2024 J jnl
Deep Fréchet Regression.
CoRR
Su I Iao, Yidong Zhou, Hans-Georg Müller
2023 — conf
Energy Consumption of AI in Education: A Case Study.
DELFI
Marlene Bültemann, Nathalie Rzepka, Dennis Junger, Katharina Simbeck, Hans-Georg Müller
2023 A conf
Go with the Flow: Personalized Task Sequencing Improves Online Language Learning.
AIED
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
2023 — conf
Show me the numbers! - Student-facing Interventions in Adaptive Learning Environments for German Spelling.
DELFI
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Marlene Bültemann, Niels Pinkwart
2023 J jnl
Show me the numbers! - Student-facing Interventions in Adaptive Learning Environments for German Spelling.
CoRR
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Marlene Bültemann, Niels Pinkwart
2022 — conf
Adaptive Learning as a Service - A concept to extend digital learning platforms?
DELFI
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
2022 — conf
An Online Controlled Experiment Design to Support the Transformation of Digital Learning towards Adaptive Learning Platforms.
CSEDU (2)
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
2022 J jnl
Cox Point Process Regression.
IEEE Trans. Inf. Theory
Álvaro Gajardo, Hans-Georg Müller
2022 — conf
Fairness of In-session Dropout Prediction.
CSEDU (2)
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
2022 — conf
Keep It Up: In-session Dropout Prediction to Support Blended Classroom Scenarios.
CSEDU (2)
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
2022 J jnl
Network Regression with Graph Laplacians.
J. Mach. Learn. Res.
Yidong Zhou, Hans-Georg Müller
2021 J jnl
Modeling sparse longitudinal data in early neurodevelopment.
NeuroImage
Yaqing Chen, Paromita Dubey, Hans-Georg Müller, Muriel Bruchhage, Jane-Ling Wang, Sean C. L. Deoni
2021 B conf
What you apply is not what you learn! Examining students' strategies in German capitalization tasks.
EDM
Nathalie Rzepka, Hans-Georg Müller, Katharina Simbeck
2020 J jnl
Rank dynamics for functional data.
Comput. Stat. Data Anal.
Yaqing Chen, Matthew Dawson, Hans-Georg Müller
2019 J jnl
Quantifying and Visualizing Intraregional Connectivity in Resting-State Functional Magnetic Resonance Imaging with Correlation Densities.
Brain Connect.
Alexander Petersen, Chun-Jui Chen, Hans-Georg Müller
2016 J jnl
Quantifying Individual Brain Connectivity with Functional Principal Component Analysis for Networks.
Brain Connect.
Alexander Petersen, Jianyang Zhao, Owen T. Carmichael, Hans-Georg Müller
2014 J jnl
A Functional Time Warping Approach to Modeling and Monitoring Truncated Degradation Signals.
Technometrics
Rensheng Zhou, Nicoleta Serban, Nagi Gebraeel, Hans-Georg Müller
2014 J jnl
Modeling Conditional Distributions for Functional Responses, With Application to Traffic Monitoring via GPS-Enabled Mobile Phones.
Technometrics
Kehui Chen, Hans-Georg Müller
2014 J jnl
Pairwise dynamic time warping for event data.
Comput. Stat. Data Anal.
Ana Arribas-Gil, Hans-Georg Müller
2012 J jnl
A stickiness coefficient for longitudinal data.
Comput. Stat. Data Anal.
Andrea Gottlieb, Hans-Georg Müller
2011 — ch.
Functional Data Analysis.
International Encyclopedia of Statistical Science
Hans-Georg Müller
2011 J jnl
Functional density synchronization.
Comput. Stat. Data Anal.
Zhen Zhang, Hans-Georg Müller
2010 — conf
Empirical Dynamics and Functional Data Analysis.
COMPSTAT
Hans-Georg Müller
2010 J jnl
Functional embedding for the classification of gene expression profiles.
Bioinform.
Ping-Shi Wu, Hans-Georg Müller
2008 J jnl
Inferring gene expression dynamics via functional regression analysis.
BMC Bioinform.
Hans-Georg Müller, Jeng-Min Chiou, Xiaoyan Leng
2007 J jnl
Diagnostics for functional regression via residual processes.
Comput. Stat. Data Anal.
Jeng-Min Chiou, Hans-Georg Müller
2006 J jnl
Classification using functional data analysis for temporal gene expression data.
Bioinform.
Xiaoyan Leng, Hans-Georg Müller
2003 J jnl
Modes and clustering for time-warped gene expression profile data.
Bioinform.
Xueli Liu, Hans-Georg Müller