| Combining statistical learning with a knowledge-based approach: a case study in intensive care monitoring K Morik, P Brockhausen, T Joachims Technical report, 1999 | 532 | 1999 |
| Knowledge acquisition and machine learning K Morik, BE Kietz, W Emde, S Wrobel Morgan Kaufmann Publishers Inc., 1993 | 269 | 1993 |
| Automatic feature extraction for classifying audio data I Mierswa, K Morik Machine learning 58 (2), 127-149, 2005 | 258 | 2005 |
| Dynamic route planning with real-time traffic predictions T Liebig, N Piatkowski, C Bockermann, K Morik Information Systems 64, 258-265, 2017 | 232 | 2017 |
| Quality prediction in interlinked manufacturing processes based on supervised & unsupervised machine learning D Lieber, M Stolpe, B Konrad, J Deuse, K Morik Procedia Cirp 7, 193-198, 2013 | 189 | 2013 |
| A polynomial approach to the constructive induction of structural knowledge JU Kietz, K Morik Machine learning 14 (2), 193-217, 1994 | 176 | 1994 |
| A Benchmark Dataset for Audio Classification and Clustering. H Homburg, I Mierswa, B Möller, K Morik, M Wurst ISMIR 2005, 528-31, 2005 | 170 | 2005 |
| Sloppy modeling K Morik Knowledge representation and organization in machine learning, 107-134, 2005 | 147 | 2005 |
| Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management. A Artikis, M Weidlich, F Schnitzler, I Boutsis, T Liebig, N Piatkowski, ... EDBT 14, 712-723, 2014 | 143 | 2014 |
| Trustworthy ai R Chatila, V Dignum, M Fisher, F Giannotti, K Morik, S Russell, K Yeung Reflections on artificial intelligence for humanity, 13-39, 2021 | 135 | 2021 |
| The miningmart approach to knowledge discovery in databases K Morik, M Scholz Intelligent technologies for information analysis, 47-65, 2004 | 134 | 2004 |
| Machine learning and knowledge discovery in databases Berlingerio, Hofmann Springer International Publishing, 2019 | 123 | 2019 |
| Accurate prediction of neuroblastoma outcome based on miRNA expression profiles JH Schulte, B Schowe, P Mestdagh, L Kaderali, P Kalaghatgi, S Schlierf, ... International Journal of Cancer 127 (10), 2374-2385, 2010 | 119 | 2010 |
| Knowledge discovery and knowledge validation in intensive care K Morik, M Imboff, P Brockhausen, T Joachims, U Gather Artificial Intelligence in Medicine 19 (3), 225-249, 2000 | 113 | 2000 |
| Balanced cooperative modeling K Morik Machine Learning 11 (2), 217-235, 1993 | 113 | 1993 |
| A convolutional neural network based cascade reconstruction for the IceCube Neutrino Observatory R Abbasi, M Ackermann, J Adams, JA Aguilar, M Ahlers, M Ahrens, ... Journal of Instrumentation 16 (07), P07041, 2021 | 108 | 2021 |
| Analysing customer churn in insurance data–a case study K Morik, H Köpcke European conference on principles of data mining and knowledge discovery …, 2004 | 108 | 2004 |
| Development of a general analysis and unfolding scheme and its application to measure the energy spectrum of atmospheric neutrinos with IceCube: IceCube Collaboration MG Aartsen, M Ackermann, J Adams, JA Aguilar, M Ahlers, M Ahrens, ... The European Physical Journal C 75 (3), 116, 2015 | 107 | 2015 |
| Learning from label proportions by optimizing cluster model selection M Stolpe, K Morik Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011 | 98 | 2011 |
| 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 | 92 | 2017 |
Nico PiatkowskiFraunhofer IAISVerified email at iais.fraunhofer.de
