Hans-Georg Müller

According to our database, Hans-Georg Müller authored at least 27 papers between 2003 and 2024.

Collaborative distances:

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

2024

Deep Fréchet Regression.

Su I Iao, Yidong Zhou, Hans-Georg Müller

CoRR, 2024

2023

Show me the numbers! - Student-facing Interventions in Adaptive Learning Environments for German Spelling.

Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Marlene Bültemann, Niels Pinkwart

Proceedings of the DELFI 2023, 2023

Energy Consumption of AI in Education: A Case Study.

Marlene Bültemann, Nathalie Rzepka, Dennis Junger, Katharina Simbeck, Hans-Georg Müller

Proceedings of the DELFI 2023, 2023

Go with the Flow: Personalized Task Sequencing Improves Online Language Learning.

Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart

Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

2022

Cox Point Process Regression.

Álvaro Gajardo, Hans-Georg Müller

IEEE Trans. Inf. Theory, 2022

Network Regression with Graph Laplacians.

Yidong Zhou, Hans-Georg Müller

J. Mach. Learn. Res., 2022

Adaptive Learning as a Service - A concept to extend digital learning platforms?

Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart

Proceedings of the DELFI 2022, 2022

Fairness of In-session Dropout Prediction.

Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart

Proceedings of the 14th International Conference on Computer Supported Education, 2022

An Online Controlled Experiment Design to Support the Transformation of Digital Learning towards Adaptive Learning Platforms.

Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart

Proceedings of the 14th International Conference on Computer Supported Education, 2022

Keep It Up: In-session Dropout Prediction to Support Blended Classroom Scenarios.

Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart

Proceedings of the 14th International Conference on Computer Supported Education, 2022

2021

Modeling sparse longitudinal data in early neurodevelopment.

Yaqing Chen, Paromita Dubey, Hans-Georg Müller, Muriel Bruchhage, Jane-Ling Wang, Sean C. L. Deoni

NeuroImage, 2021

What you apply is not what you learn! Examining students' strategies in German capitalization tasks.

Nathalie Rzepka, Hans-Georg Müller, Katharina Simbeck

Proceedings of the 14th International Conference on Educational Data Mining, 2021

2020

Rank dynamics for functional data.

Yaqing Chen, Matthew Dawson, Hans-Georg Müller

Comput. Stat. Data Anal., 2020

2019

Quantifying and Visualizing Intraregional Connectivity in Resting-State Functional Magnetic Resonance Imaging with Correlation Densities.

Alexander Petersen, Chun-Jui Chen, Hans-Georg Müller

Brain Connect., 2019

2016

Quantifying Individual Brain Connectivity with Functional Principal Component Analysis for Networks.

Alexander Petersen, Jianyang Zhao, Owen T. Carmichael, Hans-Georg Müller

Brain Connect., 2016

2014

A Functional Time Warping Approach to Modeling and Monitoring Truncated Degradation Signals.

Rensheng Zhou, Nicoleta Serban, Nagi Gebraeel, Hans-Georg Müller

Technometrics, 2014

Modeling Conditional Distributions for Functional Responses, With Application to Traffic Monitoring via GPS-Enabled Mobile Phones.

Kehui Chen, Hans-Georg Müller

Technometrics, 2014

Pairwise dynamic time warping for event data.

Ana Arribas-Gil, Hans-Georg Müller

Comput. Stat. Data Anal., 2014

2012

A stickiness coefficient for longitudinal data.

Andrea Gottlieb, Hans-Georg Müller

Comput. Stat. Data Anal., 2012

2011

Functional Data Analysis.

Hans-Georg Müller

Proceedings of the International Encyclopedia of Statistical Science, 2011

Functional density synchronization.

Zhen Zhang, Hans-Georg Müller

Comput. Stat. Data Anal., 2011

2010

Functional embedding for the classification of gene expression profiles.

Ping-Shi Wu, Hans-Georg Müller

Bioinform., 2010

Empirical Dynamics and Functional Data Analysis.

Hans-Georg Müller

Proceedings of the 19th International Conference on Computational Statistics, 2010

2008

Inferring gene expression dynamics via functional regression analysis.

Hans-Georg Müller, Jeng-Min Chiou, Xiaoyan Leng

BMC Bioinform., 2008

2007

Diagnostics for functional regression via residual processes.

Jeng-Min Chiou, Hans-Georg Müller

Comput. Stat. Data Anal., 2007

2006

Classification using functional data analysis for temporal gene expression data.

Xiaoyan Leng, Hans-Georg Müller

Bioinform., 2006

2003

Modes and clustering for time-warped gene expression profile data.

Xueli Liu, Hans-Georg Müller

Bioinform., 2003