Marc-André Zöller

Orcid: 0000-0001-8705-9862

According to our database1, Marc-André Zöller authored at least 13 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
End-to-End Implementation of Automated Price Forecasting Applications.
SN Comput. Sci., April, 2024

2023
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning.
ACM Trans. Interact. Intell. Syst., December, 2023

auto-sktime: Automated Time Series Forecasting.
CoRR, 2023

Bringing Quantum Algorithms to Automated Machine Learning: A Systematic Review of AutoML Frameworks Regarding Extensibility for QML Algorithms.
CoRR, 2023

Automated Machine Learning for Remaining Useful Life Predictions.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Benchmarking Automated Machine Learning Methods for Price Forecasting Applications.
Proceedings of the 12th International Conference on Data Science, 2023

2022
XAutoML: A Visual Analytics Tool for Establishing Trust in Automated Machine Learning.
CoRR, 2022

2021
Benchmark and Survey of Automated Machine Learning Frameworks.
J. Artif. Intell. Res., 2021

Incremental Search Space Construction for Machine Learning Pipeline Synthesis.
Proceedings of the Advances in Intelligent Data Analysis XIX, 2021

2020
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model.
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

2019
Survey on Automated Machine Learning.
CoRR, 2019

2018
Linear programming based time lag identification in event sequences.
Autom., 2018

2017
Framework for mining event correlations and time lags in large event sequences.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017


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