| Decision tree and random forest implementations for fast filtering of sensor data S Buschjäger, K Morik IEEE Transactions on Circuits and Systems I: Regular Papers 65 (1), 209-222, 2017 | 73 | 2017 |
| Realization of random forest for real-time evaluation through tree framing S Buschjager, KH Chen, JJ Chen, K Morik 2018 IEEE International Conference on Data Mining (ICDM), 19-28, 2018 | 45 | 2018 |
| Randomized outlier detection with trees S Buschjäger, PJ Honysz, K Morik International Journal of Data Science and Analytics 13 (2), 91-104, 2022 | 28 | 2022 |
| Margin-maximization in binarized neural networks for optimizing bit error tolerance S Buschjäger, JJ Chen, KH Chen, M Günzel, C Hakert, K Morik, R Novkin, ... 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 673-678, 2021 | 25 | 2021 |
| On-site gamma-hadron separation with deep learning on FPGAs S Buschjäger, L Pfahler, J Buss, K Morik, W Rhode Machine Learning and Knowledge Discovery in Databases: Applied Data Science …, 2021 | 21 | 2021 |
| Generalized negative correlation learning for deep ensembling S Buschjäger, L Pfahler, K Morik arXiv preprint arXiv:2011.02952, 2020 | 20 | 2020 |
| Fefet-based binarized neural networks under temperature-dependent bit errors M Yayla, S Buschjäger, A Gupta, JJ Chen, J Henkel, K Morik, KH Chen, ... IEEE Transactions on Computers 71 (7), 1681-1695, 2021 | 17 | 2021 |
| There is no double-descent in random forests S Buschjäger, K Morik arXiv preprint arXiv:2111.04409, 2021 | 14 | 2021 |
| Reliable binarized neural networks on unreliable beyond von-neumann architecture M Yayla, S Thomann, S Buschjäger, K Morik, JJ Chen, H Amrouch IEEE Transactions on Circuits and Systems I: Regular Papers 69 (6), 2516-2528, 2022 | 13 | 2022 |
| Efficient realization of decision trees for real-time inference KH Chen, C Su, C Hakert, S Buschjäger, CL Lee, JK Lee, K Morik, ... ACM Transactions on Embedded Computing Systems 21 (6), 1-26, 2022 | 12 | 2022 |
| Very fast streaming submodular function maximization S Buschjäger, PJ Honysz, L Pfahler, K Morik Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 11 | 2021 |
| Generalized isolation forest: some theory and more applications extended abstract S Buschjäger, PJ Honysz, K Morik 2020 IEEE 7th International Conference on Data Science and Advanced …, 2020 | 9 | 2020 |
| Towards explainable bit error tolerance of resistive ram-based binarized neural networks S Buschjäger, JJ Chen, KH Chen, M Günzel, C Hakert, K Morik, R Novkin, ... arXiv preprint arXiv:2002.00909, 2020 | 6 | 2020 |
| Summary Extraction on Data Streams in Embedded Systems. S Buschjäger, K Morik, M Schmidt IOTSTREAMING@ PKDD/ECML, 2017 | 6 | 2017 |
| Bit error tolerance metrics for binarized neural networks S Buschjäger, JJ Chen, KH Chen, M Günzel, K Morik, R Novkin, L Pfahler, ... arXiv preprint arXiv:2102.01344, 2021 | 4 | 2021 |
| Gaussian Model Trees for Traffic Imputation. S Buschjäger, T Liebig, K Morik ICPRAM, 243-254, 2019 | 4 | 2019 |
| Fast inference of tree ensembles on arm devices S Koschel, S Buschjäger, C Lucchese, K Morik arXiv preprint arXiv:2305.08579, 2023 | 3 | 2023 |
| Joint leaf-refinement and ensemble pruning through regularization S Buschjäger, K Morik Data Mining and Knowledge Discovery 37 (3), 1230-1261, 2023 | 3 | 2023 |
| Stack usage analysis for efficient wear leveling in non-volatile main memory systems C Hakert, M Yayla, KH Chen, G von der Brüggen, JJ Chen, S Buschjäger, ... 2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD), 1-6, 2019 | 3 | 2019 |
| Untersuchungen zur Analyse von deutschsprachigen Textdaten K Morik, A Jung, J Weckwerth, S Rötner, S Hess, S Buschjäger, L Pfahler Universitätsbibliothek Dortmund, 2015 | 3 | 2015 |
