Marc-André Zöller

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Visual Analytics

Incremental Clustering

Prune The Search Space

Top Venues

Publications

Horst Stühler, Dennis Klau, Marc-André Zöller, Alexandre Beiderwellen Bedrikow, Christian Tutschku
End-to-End Implementation of Automated Price Forecasting Applications. SN Comput. Sci. 5 (4) (2024)
Marc-André Zöller, Fabian Mauthe, Peter Zeiler, Marius Lindauer, Marco F. Huber
Automated Machine Learning for Remaining Useful Life Predictions. CoRR (2023)
Dennis Klau, Marc-André Zöller, Christian Tutschku
Bringing Quantum Algorithms to Automated Machine Learning: A Systematic Review of AutoML Frameworks Regarding Extensibility for QML Algorithms. CoRR (2023)
Horst Stühler, Marc-André Zöller, Dennis Klau, Alexandre Beiderwellen Bedrikow, Christian Tutschku
Benchmarking Automated Machine Learning Methods for Price Forecasting Applications. DATA (2023)
Marc-André Zöller, Waldemar Titov, Thomas Schlegel, Marco F. Huber
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning. ACM Trans. Interact. Intell. Syst. 13 (4) (2023)
Marc-André Zöller, Fabian Mauthe, Peter Zeiler, Marius Lindauer, Marco F. Huber
Automated Machine Learning for Remaining Useful Life Predictions. SMC (2023)
Horst Stühler, Marc-André Zöller, Dennis Klau, Alexandre Beiderwellen Bedrikow, Christian Tutschku
Benchmarking Automated Machine Learning Methods for Price Forecasting Applications. CoRR (2023)
Marc-André Zöller, Marius Lindauer, Marco F. Huber
auto-sktime: Automated Time Series Forecasting. CoRR (2023)
Marc-André Zöller, Waldemar Titov, Thomas Schlegel, Marco F. Huber
XAutoML: A Visual Analytics Tool for Establishing Trust in Automated Machine Learning. CoRR (2022)
Marc-André Zöller, Tien-Dung Nguyen, Marco F. Huber
Incremental Search Space Construction for Machine Learning Pipeline Synthesis. IDA (2021)
Marc-André Zöller, Marco F. Huber
Benchmark and Survey of Automated Machine Learning Frameworks. J. Artif. Intell. Res. 70 (2021)
Marc-André Zöller, Tien-Dung Nguyen, Marco F. Huber
Incremental Search Space Construction for Machine Learning Pipeline Synthesis. CoRR (2021)
Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model. IDA (2020)
Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model. CoRR (2020)
Marc-André Zöller, Marco F. Huber
Survey on Automated Machine Learning. CoRR (2019)