Hans-Georg Müller

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 16

Top Topics

Traffic Monitoring

Top Venues

Comput. Stat. Data Anal.

Publications

Su I Iao, Yidong Zhou, Hans-Georg Müller
Deep Fréchet Regression. CoRR (2024)
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
Go with the Flow: Personalized Task Sequencing Improves Online Language Learning. AIED (2023)
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Marlene Bueltemann, Niels Pinkwart
Show me the numbers! - Student-facing Interventions in Adaptive Learning Environments for German Spelling. CoRR (2023)
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Marlene Bültemann, Niels Pinkwart
Show me the numbers! - Student-facing Interventions in Adaptive Learning Environments for German Spelling. DELFI (2023)
Marlene Bültemann, Nathalie Rzepka, Dennis Junger, Katharina Simbeck, Hans-Georg Müller
Energy Consumption of AI in Education: A Case Study. DELFI (2023)
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
Keep It Up: In-session Dropout Prediction to Support Blended Classroom Scenarios. CSEDU (2) (2022)
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
Adaptive Learning as a Service - A concept to extend digital learning platforms? DELFI (2022)
Yidong Zhou, Hans-Georg Müller
Network Regression with Graph Laplacians. J. Mach. Learn. Res. 23 (2022)
Álvaro Gajardo, Hans-Georg Müller
Cox Point Process Regression. IEEE Trans. Inf. Theory 68 (2) (2022)
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
An Online Controlled Experiment Design to Support the Transformation of Digital Learning towards Adaptive Learning Platforms. CSEDU (2) (2022)
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
Fairness of In-session Dropout Prediction. CSEDU (2) (2022)
Nathalie Rzepka, Hans-Georg Müller, Katharina Simbeck
What you apply is not what you learn! Examining students' strategies in German capitalization tasks. EDM (2021)
Yaqing Chen, Paromita Dubey, Hans-Georg Müller, Muriel Bruchhage, Jane-Ling Wang, Sean C. L. Deoni
Modeling sparse longitudinal data in early neurodevelopment. NeuroImage 237 (2021)
Yaqing Chen, Matthew Dawson, Hans-Georg Müller
Rank dynamics for functional data. Comput. Stat. Data Anal. 149 (2020)
Alexander Petersen, Chun-Jui Chen, Hans-Georg Müller
Quantifying and Visualizing Intraregional Connectivity in Resting-State Functional Magnetic Resonance Imaging with Correlation Densities. Brain Connect. 9 (1) (2019)
Alexander Petersen, Jianyang Zhao, Owen T. Carmichael, Hans-Georg Müller
Quantifying Individual Brain Connectivity with Functional Principal Component Analysis for Networks. Brain Connect. 6 (7) (2016)
Rensheng Zhou, Nicoleta Serban, Nagi Gebraeel, Hans-Georg Müller
A Functional Time Warping Approach to Modeling and Monitoring Truncated Degradation Signals. Technometrics 56 (1) (2014)
Ana Arribas-Gil, Hans-Georg Müller
Pairwise dynamic time warping for event data. Comput. Stat. Data Anal. 69 (2014)
Kehui Chen, Hans-Georg Müller
Modeling Conditional Distributions for Functional Responses, With Application to Traffic Monitoring via GPS-Enabled Mobile Phones. Technometrics 56 (3) (2014)
Andrea Gottlieb, Hans-Georg Müller
A stickiness coefficient for longitudinal data. Comput. Stat. Data Anal. 56 (12) (2012)
Zhen Zhang, Hans-Georg Müller
Functional density synchronization. Comput. Stat. Data Anal. 55 (7) (2011)
Ping-Shi Wu, Hans-Georg Müller
Functional embedding for the classification of gene expression profiles. Bioinform. 26 (4) (2010)
Hans-Georg Müller
Empirical Dynamics and Functional Data Analysis. COMPSTAT (2010)
Hans-Georg Müller, Jeng-Min Chiou, Xiaoyan Leng
Inferring gene expression dynamics via functional regression analysis. BMC Bioinform. 9 (2008)
Jeng-Min Chiou, Hans-Georg Müller
Diagnostics for functional regression via residual processes. Comput. Stat. Data Anal. 51 (10) (2007)
Xiaoyan Leng, Hans-Georg Müller
Classification using functional data analysis for temporal gene expression data. Bioinform. 22 (1) (2006)
Xueli Liu, Hans-Georg Müller
Modes and clustering for time-warped gene expression profile data. Bioinform. 19 (15) (2003)