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Katharina Morik
Katharina Morik
Professor of Computer Science, TU Dortmund University
Zweryfikowany adres z tu-dortmund.de
Tytuł
Cytowane przez
Cytowane przez
Rok
Combining statistical learning with a knowledge-based approach: a case study in intensive care monitoring
K Morik, P Brockhausen, T Joachims
Technical Report, 1999
5381999
Knowledge acquisition and machine learning
K Morik, S Wrobel, JU Kietz, W Emde
Academic Press, 1993
2741993
Automatic feature extraction for classifying audio data
I Mierswa, K Morik
Machine learning 58, 127-149, 2005
2602005
Dynamic route planning with real-time traffic predictions
T Liebig, N Piatkowski, C Bockermann, K Morik
Information Systems 64, 258-265, 2017
2052017
A polynomial approach to the constructive induction of structural knowledge
JU Kietz, K Morik
Machine learning 14, 193-217, 1994
1801994
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
1742013
A Benchmark Dataset for Audio Classification and Clustering.
H Homburg, I Mierswa, B Möller, K Morik, M Wurst
ISMIR 2005, 528-31, 2005
1672005
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
1442014
Sloppy modeling
K Morik
Knowledge representation and organization in machine learning, 107-134, 2005
1392005
The miningmart approach to knowledge discovery in databases
N Zhong, J Liu, K Morik, M Scholz
Intelligent technologies for information analysis, 47-65, 2004
1342004
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
1182010
Balanced cooperative modeling
K Morik
Multistrategy Learning: A Special Issue of MACHINE LEARNING, 109-127, 1993
1161993
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
1152021
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
1142000
Analysing customer churn in insurance data–a case study
K Morik, H Köpcke
Knowledge Discovery in Databases: PKDD 2004: 8th European Conference on …, 2004
1032004
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
992015
Learning from label proportions by optimizing cluster model selection
M Stolpe, K Morik
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
942011
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
852021
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
852017
Learning concepts from sensor data of a mobile robot
V Klingspor, KJ Morik, AD Rieger
Machine Learning 23, 305-332, 1996
851996
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