Dennis Treder-Tschechlov

Publication Activity (10 Years)

Years Active: 2023-2023
Publications (10 Years): 4

Top Topics

Class Imbalance

Data Generation

Binary Classifiers

Top Venues

Proc. ACM Manag. Data

Publications

Michael Behringer, Dennis Treder-Tschechlov, Julius Voggesberger, Pascal Hirmer, Bernhard Mitschang
SDRank: A Deep Learning Approach for Similarity Ranking of Data Sources to Support User-Centric Data Analysis. ICEIS (1) (2023)
Dennis Treder-Tschechlov, Manuel Fritz, Holger Schwarz, Bernhard Mitschang
ML2DAC: Meta-Learning to Democratize AutoML for Clustering Analysis. Proc. ACM Manag. Data 1 (2) (2023)
Vitali Hirsch, Peter Reimann, Dennis Treder-Tschechlov, Holger Schwarz, Bernhard Mitschang
Exploiting domain knowledge to address class imbalance and a heterogeneous feature space in multi-class classification. VLDB J. 32 (5) (2023)
Dennis Treder-Tschechlov, Peter Reimann, Holger Schwarz, Bernhard Mitschang
Approach to Synthetic Data Generation for Imbalanced Multi-class Problems with Heterogeneous Groups. BTW (2023)