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ORCIDHans-Georg Müller
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2020 – today
- 2024
[i2]Su I Iao, Yidong Zhou, Hans-Georg Müller:
Deep Fréchet Regression. CoRR abs/2407.21407 (2024)- 2023
- [c9]Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller
, Niels Pinkwart:
Go with the Flow: Personalized Task Sequencing Improves Online Language Learning. AIED 2023: 90-101 - [c8]Marlene Bültemann, Nathalie Rzepka, Dennis Junger, Katharina Simbeck, Hans-Georg Müller:
Energy Consumption of AI in Education: A Case Study. DELFI 2023: 35 - [c7]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: 59 - [i1]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. CoRR abs/2306.07853 (2023) - 2022
- [j16]Yidong Zhou, Hans-Georg Müller:
Network Regression with Graph Laplacians. J. Mach. Learn. Res. 23: 320:1-320:41 (2022) - [j15]Álvaro Gajardo, Hans-Georg Müller:
Cox Point Process Regression. IEEE Trans. Inf. Theory 68(2): 1133-1156 (2022) - [c6]Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart:
Keep It Up: In-session Dropout Prediction to Support Blended Classroom Scenarios. CSEDU (2) 2022: 131-138 - [c5]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: 139-146 - [c4]Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart:
Fairness of In-session Dropout Prediction. CSEDU (2) 2022: 316-326 - [c3]Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart:
Adaptive Learning as a Service - A concept to extend digital learning platforms? DELFI 2022: 237-238 - 2021
- [j14]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: 118079 (2021) - [c2]Nathalie Rzepka, Hans-Georg Müller, Katharina Simbeck:
What you apply is not what you learn! Examining students' strategies in German capitalization tasks. EDM 2021 - 2020
- [j13]Yaqing Chen, Matthew Dawson, Hans-Georg Müller:
Rank dynamics for functional data. Comput. Stat. Data Anal. 149: 106963 (2020)
2010 – 2019
- 2019
- [j12]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): 37-47 (2019) - 2016
- [j11]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): 540-547 (2016) - 2014
- [j10]Ana Arribas-Gil, Hans-Georg Müller:
Pairwise dynamic time warping for event data. Comput. Stat. Data Anal. 69: 255-268 (2014) - [j9]Rensheng Zhou, Nicoleta Serban, Nagi Gebraeel, Hans-Georg Müller:
A Functional Time Warping Approach to Modeling and Monitoring Truncated Degradation Signals. Technometrics 56(1): 67-77 (2014) - [j8]Kehui Chen, Hans-Georg Müller:
Modeling Conditional Distributions for Functional Responses, With Application to Traffic Monitoring via GPS-Enabled Mobile Phones. Technometrics 56(3): 347-358 (2014) - 2012
- [j7]Andrea Gottlieb, Hans-Georg Müller:
A stickiness coefficient for longitudinal data. Comput. Stat. Data Anal. 56(12): 4000-4010 (2012) - 2011
- [j6]Zhen Zhang, Hans-Georg Müller:
Functional density synchronization. Comput. Stat. Data Anal. 55(7): 2234-2249 (2011) - [r1]Hans-Georg Müller:
Functional Data Analysis. International Encyclopedia of Statistical Science 2011: 554-555 - 2010
- [j5]Ping-Shi Wu, Hans-Georg Müller:
Functional embedding for the classification of gene expression profiles. Bioinform. 26(4): 509-517 (2010) - [c1]Hans-Georg Müller:
Empirical Dynamics and Functional Data Analysis. COMPSTAT 2010: 209-218
2000 – 2009
- 2008
- [j4]Hans-Georg Müller, Jeng-Min Chiou, Xiaoyan Leng:
Inferring gene expression dynamics via functional regression analysis. BMC Bioinform. 9 (2008) - 2007
- [j3]Jeng-Min Chiou, Hans-Georg Müller:
Diagnostics for functional regression via residual processes. Comput. Stat. Data Anal. 51(10): 4849-4863 (2007) - 2006
- [j2]Xiaoyan Leng, Hans-Georg Müller:
Classification using functional data analysis for temporal gene expression data. Bioinform. 22(1): 68-76 (2006) - 2003
- [j1]Xueli Liu, Hans-Georg Müller:
Modes and clustering for time-warped gene expression profile data. Bioinform. 19(15): 1937-1944 (2003)
Coauthor Index
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