Framework for mining event correlations and time lags in large event sequences. - Marc-Andre Zoller; Marcus Baum; Marco F. Huber (INDIN, 2017)

Linear programming based time lag identification in event sequences. - Marco F. Huber; Marc-Andre Zoller; Marcus Baum (Autom., 2018)

Survey on Automated Machine Learning. - Marc-André Zöller; Marco F. Huber (CoRR, 2019)

AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model. - Tien-Dung Nguyen 002; Tomasz Maszczyk; Katarzyna Musial; Marc-André Zöller; Bogdan Gabrys (IDA, 2020)

Incremental Search Space Construction for Machine Learning Pipeline Synthesis. - Marc-André Zöller; Tien-Dung Nguyen 002; Marco F. Huber (IDA, 2021)

Benchmark and Survey of Automated Machine Learning Frameworks. - Marc-André Zöller; Marco F. Huber (J. Artif. Intell. Res., 2021)

XAutoML: A Visual Analytics Tool for Establishing Trust in Automated Machine Learning. - Marc-André Zöller; Waldemar Titov; Thomas Schlegel; Marco F. Huber (CoRR, 2022)

Benchmarking Automated Machine Learning Methods for Price Forecasting Applications. - Horst Stühler; Marc-André Zöller; Dennis Klau; Alexandre Beiderwellen Bedrikow; Christian Tutschku (DATA, 2023)

Automated Machine Learning for Remaining Useful Life Predictions. - Marc-André Zöller; Fabian Mauthe; Peter Zeiler; Marius Lindauer; Marco F. Huber (SMC, 2023)

Bringing Quantum Algorithms to Automated Machine Learning: A Systematic Review of AutoML Frameworks Regarding Extensibility for QML Algorithms. - Dennis Klau; Marc-André Zöller; Christian Tutschku (CoRR, 2023)

XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning. - Marc-André Zöller; Waldemar Titov; Thomas Schlegel; Marco F. Huber (ACM Trans. Interact. Intell. Syst., 2023)

Auto-sktime: Automated Time Series Forecasting. - Marc-André Zöller; Marius Lindauer; Marco F. Huber (LION, 2024)

Trustworthy Generative AI for Financial Services (Practitioner Track). - Marc-André Zöller; Anastasiia Iurshina; Ines Röder (SAIA, 2024)

End-to-End Implementation of Automated Price Forecasting Applications. - Horst Stühler; Dennis Klau; Marc-André Zöller; Alexandre Beiderwellen Bedrikow; Christian Tutschku (SN Comput. Sci., 2024)

AutoQML: A Framework for Automated Quantum Machine Learning. - Marco Roth; David A. Kreplin; Daniel Basilewitsch; João F. Bravo; Dennis Klau; Milan Marinov; Daniel Pranjic; Horst Stühler; Moritz Willmann; Marc-André Zöller (CoRR, 2025)