Summary Extraction on Data Streams in Embedded Systems. - Sebastian Buschjäger; Katharina Morik; Maik Schmidt (IOTSTREAMING@PKDD/ECML, 2017)

Realization of Random Forest for Real-Time Evaluation through Tree Framing. - Sebastian Buschjäger; Kuan-Hsun Chen; Jian-Jia Chen; Katharina Morik (ICDM, 2018)

Big Data Science. - Katharina Morik; Christian Bockermann; Sebastian Buschjäger (Künstliche Intell., 2018)

Decision Tree and Random Forest Implementations for Fast Filtering of Sensor Data. - Sebastian Buschjäger; Katharina Morik (IEEE Trans. Circuits Syst. I Regul. Pap., 2018)

Gaussian Model Trees for Traffic Imputation. - Sebastian Buschjäger; Thomas Liebig; Katharina Morik (ICPRAM, 2019)

Generalized Isolation Forest: Some Theory and More Applications Extended Abstract. - Sebastian Buschjäger; Philipp-Jan Honysz; Katharina Morik (DSAA, 2020)

On-Site Gamma-Hadron Separation with Deep Learning on FPGAs. - Sebastian Buschjäger; Lukas Pfahler; Jens Buß; Katharina Morik; Wolfgang Rhode (ECML/PKDD (4), 2020)

Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks. - Sebastian Buschjäger; Jian-Jia Chen; Kuan-Hsun Chen; Mario Günzel; Christian Hakert; Katharina Morik; Rodion Novkin; Lukas Pfahler; Mikail Yayla (CoRR, 2020)

Very Fast Streaming Submodular Function Maximization. - Sebastian Buschjäger; Philipp-Jan Honysz; Katharina Morik (CoRR, 2020)

Generalized Negative Correlation Learning for Deep Ensembling. - Sebastian Buschjäger; Lukas Pfahler; Katharina Morik (CoRR, 2020)

Margin-Maximization in Binarized Neural Networks for Optimizing Bit Error Tolerance. - Sebastian Buschjäger; Jian-Jia Chen; Kuan-Hsun Chen; Mario Günzel; Christian Hakert; Katharina Morik; Rodion Novkin; Lukas Pfahler; Mikail Yayla (DATE, 2021)

Very Fast Streaming Submodular Function Maximization. - Sebastian Buschjäger; Philipp-Jan Honysz; Lukas Pfahler; Katharina Morik (ECML/PKDD (3), 2021)

GPU-Accelerated Optimizer-Aware Evaluation of Submodular Exemplar Clustering. - Philipp-Jan Honysz; Sebastian Buschjäger; Katharina Morik (CoRR, 2021)

Bit Error Tolerance Metrics for Binarized Neural Networks. - Sebastian Buschjäger; Jian-Jia Chen; Kuan-Hsun Chen; Mario Günzel; Katharina Morik; Rodion Novkin; Lukas Pfahler; Mikail Yayla (CoRR, 2021)

Providing Meaningful Data Summarizations Using Examplar-based Clustering in Industry 4.0. - Philipp-Jan Honysz; Alexander Schulze-Struchtrup; Sebastian Buschjäger; Katharina Morik (CoRR, 2021)

Improving the Accuracy-Memory Trade-Off of Random Forests Via Leaf-Refinement. - Sebastian Buschjäger; Katharina Morik (CoRR, 2021)

There is no Double-Descent in Random Forests. - Sebastian Buschjäger; Katharina Morik (CoRR, 2021)

Summary Extraction from Streams. - Sebastian Buschjäger; Katharina Morik (Mach. Learn. under Resour. Constraints Vol. 1 (1), 2022)

Machine Learning Based on Emerging Memories. - Mikail Yayla; Sebastian Buschjäger; Hussam Amrouch (Mach. Learn. under Resour. Constraints Vol. 1 (1), 2022)

Cache-Friendly Execution of Tree Ensembles. - Sebastian Buschjäger; Kuan-Hsun Chen (Mach. Learn. under Resour. Constraints Vol. 1 (1), 2022)

Deep Learning Applications. - Wolfgang Rhode; Mirco Hünnefeld; Bernhard Spaan; Vukan Jevtic; Lukas Pfahler; Sebastian Buschjäger (Mach. Learn. under Resour. Constraints Vol. 2 (2), 2022)

Monitoring and Feature Extraction. - Wolfgang Rhode; Tim Ruhe; Maximilian Linhoff; Jens Buß; Lukas Nickel; Sebastian Buschjäger (Mach. Learn. under Resour. Constraints Vol. 2 (2), 2022)

Shrub Ensembles for Online Classification. - Sebastian Buschjäger; Sibylle Hess; Katharina Morik (AAAI, 2022)

Randomized outlier detection with trees. - Sebastian Buschjäger; Philipp-Jan Honysz; Katharina Morik (Int. J. Data Sci. Anal., 2022)

FeFET-Based Binarized Neural Networks Under Temperature-Dependent Bit Errors. - Mikail Yayla; Sebastian Buschjäger; Aniket Gupta; Jian-Jia Chen; Jörg Henkel; Katharina Morik; Kuan-Hsun Chen; Hussam Amrouch (IEEE Trans. Computers, 2022)

Reliable Binarized Neural Networks on Unreliable Beyond Von-Neumann Architecture. - Mikail Yayla; Simon Thomann; Sebastian Buschjäger; Katharina Morik; Jian-Jia Chen; Hussam Amrouch (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Ensemble learning with discrete classifiers on small devices. - Sebastian Buschjäger (2022)

Efficient Realization of Decision Trees for Real-Time Inference. - Kuan-Hsun Chen; Chiahui Su; Christian Hakert; Sebastian Buschjäger; Chao-Lin Lee; Jenq-Kuen Lee; Katharina Morik; Jian-Jia Chen (ACM Trans. Embed. Comput. Syst., 2022)

Fast Inference of Tree Ensembles on ARM Devices. - Simon Koschel; Sebastian Buschjäger; Claudio Lucchese; Katharina Morik (CoRR, 2023)

Joint leaf-refinement and ensemble pruning through L1 regularization. - Sebastian Buschjäger; Katharina Morik (Data Min. Knowl. Discov., 2023)

Federated Time Series Classification with ROCKET features. - Bruno Casella; Matthias Jakobs; Marco Aldinucci; Sebastian Buschjäger (ESANN, 2024)

Stress-Testing USB Accelerators for Efficient Edge Inference. - Alexander Van Der Staay; Raphael Fischer 001; Sebastian Buschjäger (SEC, 2024)

Language-Based Deployment Optimization for Random Forests (Invited Paper). - Jannik Malcher; Daniel Biebert; Kuan-Hsun Chen; Sebastian Buschjäger; Christian Hakert; Jian-Jia Chen (LCTES, 2024)

STRATA: Random Forests going Serverless. - Dimitrios Tomaras; Sebastian Buschjäger; Vana Kalogeraki; Katharina Morik; Dimitrios Gunopulos (Middleware, 2024)

Rejection Ensembles with Online Calibration. - Sebastian Buschjäger (ECML/PKDD (6), 2024)

MetaQuRe: Meta-learning from Model Quality and Resource Consumption. - Raphael Fischer 001; Marcel Wever; Sebastian Buschjäger; Thomas Liebig (ECML/PKDD (7), 2024)

TrackScorer: Skyrmion Logic-in-Memory Accelerator for Tree-Based Ranking Models. - Elijah Seth Cishugi; Sebastian Buschjäger; Martijn Noorlander; Marco Ottavi; Kuan-Hsun Chen (DATE, 2025)

Rethinking Computing Systems in the Era of Climate Crisis: A Call for a Sustainable Computing Continuum. - Ella Peltonen; Suzan Bayhan; David Bermbach; Sebastian Buschjäger; Victoria Degeler; Aaron Yi Ding; Özlem Durmaz Incel; Dewant Katare; Mikkel Baun Kjærgaard; Sam Leroux; Toktam Mahmoodi; Zoltán Ádám Mann; et al. (IEEE Internet Comput., 2025)

You Only Look Once at Anytime (AnytimeYOLO): Analysis and Optimization of Early-Exits for Object-Detection. - Daniel Kuhse; Harun Teper; Sebastian Buschjäger; Chien-Yao Wang; Jian-Jia Chen (CoRR, 2025)

Decentralized Time Series Classification with ROCKET Features. - Bruno Casella; Matthias Jakobs; Marco Aldinucci; Sebastian Buschjäger (CoRR, 2025)