Marwan Hassani

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Thomas SeidlProfessor of Computer Science, Ludwig-Maximilians-Universität München (LMU Munich), GermanyVerified email at dbs.ifi.lmu.de
Christian BeecksProfessor of Computer Science, University of Hagen, GermanyVerified email at fernuni-hagen.de
Boudewijn van DongenProfessor of Computer Science, Eindhoven University of TechnologyVerified email at tue.nl
Alfredo CuzzocreaProfessor of Computer Engineering, University of Calabria, ItalyVerified email at si.dimes.unical.it
Rashid ZamanEindhoven University of TechnologyVerified email at tue.nl
Emmanuel MüllerProfessor of Computer Science, Technical University of DortmundVerified email at cs.tu-dortmund.de
Philipp KranenMicrosoft ResearchVerified email at microsoft.com
Wil van der AalstProfessor of Process and Data Science, RWTH Aachen University || Celonis || Fraunhofer FIT || TU/eVerified email at pads.rwth-aachen.de
Yunsu KimPostechVerified email at postech.ac.kr
Mohamed Medhat GaberProfessor in Data Analytics, Birmingham City University, and Galala UniversityVerified email at bcu.ac.uk
yorick spenrathDoctorial Candidate, Eindhoven University of TechnologyVerified email at tue.nl
Seungjin ChoiProfessor of Computer Science, Pohang University of Science and TechnologyVerified email at postech.ac.kr
Sabina JeschkeProfessor and Head of the IMA/ZLW & IfU, Faculty for Mechanical Engineering, RWTH Aachen UniversityVerified email at ima-zlw-ifu.rwth-aachen.de
Themis PalpanasUniversity of Paris, French University Institute (IUF)Verified email at mi.parisdescartes.fr
Erik ScharwächterPhD candidate, TU Dortmund UniversityVerified email at cs.tu-dortmund.de
Jonathan F. DongesGroup leader, Potsdam Institute for Climate Impact Research and Stockholm Resilience CentreVerified email at pik-potsdam.de
Sandra GeislerRWTH Aachen UniversityVerified email at cs.rwth-aachen.de
Christoph QuixChristoph Quix is a senior researcher in the Life Science Informatics group at the FraunhoferVerified email at dbis.rwth-aachen.de
Steffen LeonhardtChair for Medical Information Technology, RWTH Aachen UniversityVerified email at hia.rwth-aachen.de
Matthias JarkeProfessor of Information Systems, RWTH Aachen UniversityVerified email at dbis.rwth-aachen.de

Marwan Hassani

Assistant Professor of Computer Science at Eindhoven University of Technology

Verified email at tue.nl - Homepage

Stream Data Mining Process Mining Data Science Big Data


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Online conformance checking: relating event streams to process models using prefix-alignments SJ van Zelst, A Bolt, M Hassani, BF van Dongen, WMP van der Aalst International Journal of Data Science and Analytics 8 (3), 269-284, 2019	76	2019
Using internal evaluation measures to validate the quality of diverse stream clustering algorithms M Hassani, T Seidl Vietnam Journal of Computer Science 4 (3), 171-183, 2017	73	2017
Density-based projected clustering of data streams M Hassani, P Spaus, MM Gaber, T Seidl International Conference on Scalable Uncertainty Management, 311-324, 2012	64	2012
Efficient process discovery from event streams using sequential pattern mining M Hassani, S Siccha, F Richter, T Seidl 2015 IEEE symposium series on computational intelligence, 1366-1373, 2015	53	2015
Analyzing customer journey with process mining: From discovery to recommendations A Terragni, M Hassani 2018 IEEE 6th International Conference on Future Internet of Things and …, 2018	41	2018
Towards a mobile health context prediction: Sequential pattern mining in multiple streams M Hassani, T Seidl 2011 IEEE 12th International Conference on Mobile Data Management 2, 55-57, 2011	38	2011
Efficient Clustering of Big Data Streams M Hassani RWTH Aachen University, 2015	28	2015
EDISKCO: energy efficient distributed in-sensor-network k-center clustering with outliers M Hassani, E Müller, T Seidl Proceedings of the Third International Workshop on Knowledge Discovery from …, 2009	26	2009
Adaptive multiple-resolution stream clustering M Hassani, P Spaus, T Seidl International Workshop on Machine Learning and Data Mining in Pattern …, 2014	25	2014
Precise anytime clustering of noisy sensor data with logarithmic complexity M Hassani, P Kranen, T Seidl Proceedings of the Fifth International Workshop on Knowledge Discovery from …, 2011	24	2011
Adaptive stream clustering using incremental graph maintenance M Hassani, P Spaus, A Cuzzocrea, T Seidl Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms …, 2015	21	2015
Spatiotemporal similarity search in 3d motion capture gesture streams C Beecks, M Hassani, J Hinnell, D Schüller, B Brenger, I Mittelberg, ... International Symposium on Spatial and Temporal Databases, 355-372, 2015	20	2015
Differential private trajectory protection of moving objects R Assam, M Hassani, T Seidl Proceedings of the 3rd ACM SIGSPATIAL International Workshop on GeoStreaming …, 2012	19	2012
BFSPMiner: an effective and efficient batch-free algorithm for mining sequential patterns over data streams M Hassani, D Töws, A Cuzzocrea, T Seidl International Journal of Data Science and Analytics 8 (3), 223-239, 2019	18	2019
Sequential pattern mining of multimodal streams in the humanities M Hassani, C Beecks, D Töws, T Serbina, M Haberstroh, P Niemietz, ... Datenbanksysteme für Business, Technologie und Web (BTW 2015), 2015	18	2015
Subspace anytime stream clustering M Hassani, P Kranen, R Saini, T Seidl Proceedings of the 26th International Conference on Scientific and …, 2014	18	2014
Concept Drift Detection Of Event Streams Using An Adaptive Window. M Hassani ECMS, 230-239, 2019	16	2019
Self-organizing energy aware clustering of nodes in sensor networks using relevant attributes M Hassani, E Müller, P Spaus, A Faqolli, T Palpanas, T Seidl Proc. of the Int. Wkshp. on Kowledge Discovery from Sensor Data (SensorKDD), 2010	15	2010
Subspace clustering of data streams: new algorithms and effective evaluation measures M Hassani, Y Kim, S Choi, T Seidl Journal of Intelligent Information Systems 45 (3), 319-335, 2015	14	2015
Mining Sequential Patterns of Event Streams in a Smart Home Application. M Hassani, C Beecks, D Töws, T Seidl LWA, 159-170, 2015	14	2015

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