Eirini Ntoutsi

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	All	Since 2016
Citations	2187	986
h-index	21	15
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Co-authors

Yannis TheodoridisProfessor of Data Science, University of Piraeus, GreeceVerified email at unipi.gr
Myra SpiliopoulouProfessor in Computer Science, Otto-von-Guericke University MagdeburgVerified email at ovgu.de
Hans-Peter KriegelProfessor für Informatik, Ludwig-Maximilians-University MunichVerified email at dbs.ifi.lmu.de
Nikos PelekisAssistant Professor, Dept. of Statistics & Insurance Science, University of Piraeus, GreeceVerified email at unipi.gr
Kostas StefanidisAssociate Professor, Tampere UniversityVerified email at tuni.fi
Peer KrögerChristian-Albrechts-University KielVerified email at dbs.ifi.lmu.de
Vasileios IosifidisL3S Research Center, Leibniz University of HannoverVerified email at l3s.de
Gerasimos MarketosUniversity of PiraeusVerified email at unipi.gr
Max ZimmermannMachine Learning ExpertVerified email at airbus.com
Arthur ZimekUniversity of Southern DenmarkVerified email at imada.sdu.dk
Kjetil NørvågProfessor of Computer Science, Norwegian Univ. of Science and TechnologyVerified email at ntnu.no
Markus MauderLudwig-Maximilians-Universität MünchenVerified email at dbs.ifi.lmu.de
Ioannis KopanakisProfessor, Hellenic Mediterranean UniversityVerified email at hmu.gr
Dino PedreschiProfessor of Computer Science, University of PisaVerified email at di.unipi.it
Fosca GiannottiDirector of Research ISTI-CNR Pisa, ItalyVerified email at isti.cnr.it
Pavlos FafaliosInstitute of Computer Science, FORTH-ICSVerified email at ics.forth.gr
Paolo CiacciaProfessor of Computer Science, Università di BolognaVerified email at unibo.it
Marco PatellaProfessor, University of BolognaVerified email at unibo.it
Ilaria BartoliniAssociate Professor of Computer Science and Engineering, University of BolognaVerified email at unibo.it
Gennady Andrienkolead scientist @ Fraunhofer IAIS & professor @ City University LondonVerified email at iais.fraunhofer.de

Eirini Ntoutsi

Leibniz Universität Hannover & L3S Research Center

Verified email at l3s.de - Homepage

Data Mining Machine Learning Data Stream Mining Adaptive Machine Learning Fairness-aware learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Mobility, data mining and privacy: Geographic knowledge discovery F Giannotti, D Pedreschi Springer Science & Business Media, 2008	364	2008
Monic: modeling and monitoring cluster transitions M Spiliopoulou, I Ntoutsi, Y Theodoridis, R Schult Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006	326	2006
Similarity search in trajectory databases N Pelekis, I Kopanakis, G Marketos, I Ntoutsi, G Andrienko, Y Theodoridis 14th International Symposium on Temporal Representation and Reasoning (TIME …, 2007	182	2007
Building real-world trajectory warehouses G Marketos, E Frentzos, I Ntoutsi, N Pelekis, A Raffaeta, Y Theodoridis Proceedings of the seventh ACM international workshop on data engineering …, 2008	112	2008
Density-based projected clustering over high dimensional data streams I Ntoutsi, A Zimek, T Palpanas, P Kröger, HP Kriegel Proceedings of the 2012 SIAM international conference on data mining, 987-998, 2012	107	2012
Fast group recommendations by applying user clustering E Ntoutsi, K Stefanidis, K Nørvåg, HP Kriegel ER, 2012	102	2012
A unified and flexible framework for comparing simple and complex patterns I Bartolini, P Ciaccia, I Ntoutsi, M Patella, Y Theodoridis European Conference on Principles of Data Mining and Knowledge Discovery …, 2004	56	2004
Trajectory data models J Macedo, C Vangenot, W Othman, N Pelekis, E Frentzos, B Kuijpers, ... Mobility, Data Mining and Privacy, 123-150, 2008	41	2008
grecs: A group recommendation system based on user clustering E Ntoutsi, K Stefanidis, K Norvag, HP Kriegel Database Systems for Advanced Applications, 299-303, 2012	39	2012
" Strength Lies in Differences" Diversifying Friends for Recommendations through Subspace Clustering E Ntoutsi, K Stefanidis, K Rausch, HP Kriegel Proceedings of the 23rd ACM International Conference on Conference on …, 2014	38	2014
Mining trajectory databases via a suite of distance operators N Pelekis, I Kopanakis, I Ntoutsi, G Marketos, Y Theodoridis 2007 IEEE 23rd International Conference on Data Engineering Workshop, 575-584, 2007	34	2007
Density based subspace clustering over dynamic data HP Kriegel, P Kröger, E Ntoutsi, A Zimek Scientific and Statistical Database Management, 387-404, 2011	31	2011
Bias in data‐driven artificial intelligence systems—An introductory survey E Ntoutsi, P Fafalios, U Gadiraju, V Iosifidis, W Nejdl, ME Vidal, S Ruggieri, ... Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (3 …, 2020	30	2020
Pattern comparison in data mining: a survey I Ntoutsi, N Pelekis, Y Theodoridis Research and Trends in Data Mining Technologies and Applications, 86-120, 2007	29*	2007
Discovering global and local bursts in a stream of news M Zimmermann, E Ntoutsi, ZF Siddiqui, M Spiliopoulou, HP Kriegel Proceedings of the 27th Annual ACM Symposium on Applied Computing, 807-812, 2012	28	2012
Large scale sentiment learning with limited labels V Iosifidis, E Ntoutsi Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017	24	2017
A general framework for estimating similarity of datasets and decision trees: exploring semantic similarity of decision trees I Ntoutsi, A Kalousis, Y Theodoridis Proceedings of the 2008 SIAM international conference on data mining, 810-821, 2008	24	2008
Density-based community detection in social networks K Subramani, A Velkov, E Ntoutsi, P Kröger, HP Kriegel BASNA, in conjunction with IMSAA, 2011	23	2011
Traffic mining in a road-network: How does the traffic flow? I Ntoutsi, N Mitsou, G Marketos International Journal of Business Intelligence and Data Mining 3 (1), 82-98, 2008	23	2008
Towards trajectory data warehouses N Pelekis, A Raffaeta, ML Damiani, C Vangenot, G Marketos, E Frentzos, ... Mobility, Data Mining and Privacy, 189-211, 2008	23	2008

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