Combining statistical learning with a knowledge-based approach: a case study in intensive care monitoring K Morik, P Brockhausen, T Joachims Technical Report, 1999 | 533 | 1999 |
Knowledge acquisition and machine learning K Morik, S Wrobel, JU Kietz, W Emde Academic Press, 1993 | 274 | 1993 |
Automatic feature extraction for classifying audio data I Mierswa, K Morik Machine learning 58, 127-149, 2005 | 254 | 2005 |
Dynamic route planning with real-time traffic predictions T Liebig, N Piatkowski, C Bockermann, K Morik Information Systems 64, 258-265, 2017 | 193 | 2017 |
A polynomial approach to the constructive induction of structural knowledge JU Kietz, K Morik Machine learning 14, 193-217, 1994 | 180 | 1994 |
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 | 159 | 2013 |
A Benchmark Dataset for Audio Classification and Clustering. H Homburg, I Mierswa, B Möller, K Morik, M Wurst ISMIR 2005, 528-31, 2005 | 157 | 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 | 140 | 2014 |
Sloppy modeling K Morik Knowledge representation and organization in machine learning, 107-134, 2005 | 135 | 2005 |
The miningmart approach to knowledge discovery in databases N Zhong, J Liu, K Morik, M Scholz Intelligent technologies for information analysis, 47-65, 2004 | 133 | 2004 |
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 | 115 | 2010 |
Balanced cooperative modeling K Morik Multistrategy Learning: A Special Issue of MACHINE LEARNING, 109-127, 1993 | 115 | 1993 |
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 |
Analysing customer churn in insurance data–a case study K Morik, H Köpcke Knowledge Discovery in Databases: PKDD 2004: 8th European Conference on …, 2004 | 100 | 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, 1-14, 2015 | 96 | 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 | 91 | 2011 |
Learning concepts from sensor data of a mobile robot V Klingspor, KJ Morik, AD Rieger Machine Learning 23, 305-332, 1996 | 85 | 1996 |
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 | 80 | 2021 |
Predictive trip planning-smart routing in smart cities. T Liebig, N Piatkowski, C Bockermann, K Morik EDBT/ICDT Workshops, 331-338, 2014 | 80 | 2014 |
Acquiring domain models K Morik International Journal of Man-Machine Studies 26 (1), 93-104, 1987 | 79 | 1987 |