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
70 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
39 2018 Randomized outlier detection with trees S Buschjäger, PJ Honysz, K Morik
International Journal of Data Science and Analytics 13 (2), 91-104, 2022
27 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
19 2021 Generalized negative correlation learning for deep ensembling S Buschjäger, L Pfahler, K Morik
arXiv preprint arXiv:2011.02952, 2020
19 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
11 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
7 2020 Summary Extraction on Data Streams in Embedded Systems. S Buschjäger, K Morik, M Schmidt
IOTSTREAMING@ PKDD/ECML, 2017
6 2017 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
5 2020 Gaussian Model Trees for Traffic Imputation. S Buschjäger, T Liebig, K Morik
ICPRAM, 243-254, 2019
4 2019 Joint leaf-refinement and ensemble pruning through S Buschjäger, K Morik
Data Mining and Knowledge Discovery 37 (3), 1230-1261, 2023
3 2023 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
3 2021 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 Shrub ensembles for online classification S Buschjäger, S Hess, KJ Morik
Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6123-6131, 2022
2 2022 Ensemble learning with discrete classifiers on small devices S Buschjäger
2 2022 