Cedric Kulbach
FZI Research Center for Information Technology(DE)
Publications by Year
Research Areas
Data Stream Mining Techniques, Anomaly Detection Techniques and Applications, Machine Learning and Data Classification, Stock Market Forecasting Methods, Time Series Analysis and Forecasting
Most-Cited Works
- → TSEvo: Evolutionary Counterfactual Explanations for Time Series Classification(2022)16 cited
- → TSInterpret: A Python Package for the Interpretabilityof Time Series Classification(2023)12 cited
- → Evolution-Based Online Automated Machine Learning(2022)9 cited
- → Detecting Anomalies with Autoencoders on Data Streams(2023)9 cited
- → TSInterpret: A unified framework for time series interpretability(2022)2 cited
- → Personalized Automated Machine Learning(2020)2 cited
- → A Retrospective of the Tutorial on Opportunities and Challenges of Online Deep Learning(2025)1 cited
- → DeepRiver: A Deep Learning Library for Data Streams(2025)1 cited
- → Personalized Neural Architecture Search(2021)