Katharina Morik

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Nico PiatkowskiFraunhofer IAISVerified email at iais.fraunhofer.de
Thomas LiebigTU DortmundVerified email at tu-dortmund.de
Christian BockermannProfessor @ HS Bochum University of Applied SciencesVerified email at hs-bochum.de
Thorsten JoachimsProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
Dimitrios GunopulosNational and Kapodistrian University of AthensVerified email at di.uoa.gr
Sangkyun LeeSchool of Cybersecurity, Korea UniversityVerified email at korea.ac.kr
Vana KalogerakiProfessor, Department of Informatics, Athens University of Economics and Business, Athens, GreeceVerified email at aueb.gr
François SchnitzlerSenior Scientist, InterDigitalVerified email at interdigital.com
Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ NvidiaVerified email at technion.ac.il
Jakub MarečekCzech Technical University in PragueVerified email at fel.cvut.cz
Hanna KöpckeProfessor, University of Applied Sciences MittweidaVerified email at hs-mittweida.de
Avigdor GalTechnion -- Israel Institute of TechnologyVerified email at technion.ac.il
Matthias WeidlichHumboldt-Universität zu BerlinVerified email at hu-berlin.de
Walter DaelemansProfessor of Computational Linguistics, University of AntwerpVerified email at uantwerpen.be
Alexander ArtikisUniversity of Piraeus, NCSR DemokritosVerified email at iit.demokritos.gr
Jo Vandesompeleprofessor in functional cancer genomics and applied bioinformaticsVerified email at ugent.be
Peter MarwedelProfessor, TU Dortmund, Informatik 12Verified email at tu-dortmund.de
Sven RahmannSaarland UniversityVerified email at cs.uni-saarland.de
Stefan HausteinAlumnus TU DortmundVerified email at tu-dortmund.de
Bart GoethalsProfessor of Computer Science, University of AntwerpVerified email at uantwerpen.be

Katharina Morik

Professor of Computer Science, TU Dortmund University

Verified email at tu-dortmund.de

Machine Learning Data Mining Big Data Ubiquitous Knowledge Discovery Industry 4.0


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Combining statistical learning with a knowledge-based approach: a case study in intensive care monitoring K Morik, P Brockhausen, T Joachims Technical Report, 1999	538	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	260	2005
Dynamic route planning with real-time traffic predictions T Liebig, N Piatkowski, C Bockermann, K Morik Information Systems 64, 258-265, 2017	204	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	173	2013
A Benchmark Dataset for Audio Classification and Clustering. H Homburg, I Mierswa, B Möller, K Morik, M Wurst ISMIR 2005, 528-31, 2005	166	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
Sloppy modeling K Morik Knowledge representation and organization in machine learning, 107-134, 2005	139	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	134	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	118	2010
Balanced cooperative modeling K Morik Multistrategy Learning: A Special Issue of MACHINE LEARNING, 109-127, 1993	116	1993
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	115	2021
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	114	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	103	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	99	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	94	2011
Learning concepts from sensor data of a mobile robot V Klingspor, KJ Morik, AD Rieger Machine Learning 23, 305-332, 1996	85	1996
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	84	2017
Predictive trip planning-smart routing in smart cities. T Liebig, N Piatkowski, C Bockermann, K Morik EDBT/ICDT Workshops, 331-338, 2014	82	2014

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