Eirini Ntoutsi

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Yannis TheodoridisProfessor of Data Science, University of Piraeus, GreeceVerified email at unipi.gr
Vasileios IosifidisData ScientistVerified email at l3s.de
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 PelekisAssociate Professor, Dept. of Statistics & Insurance Science, University of Piraeus, GreeceVerified email at unipi.gr
Symeon PapadopoulosInformation Technologies Institute (ITI)Verified email at iti.gr
Kostas StefanidisProfessor, Tampere UniversityVerified email at tuni.fi
Peer KrögerChristian-Albrechts-University KielVerified email at informatik.uni-kiel.de
Arjun RoyPhD Student, Freie Universitat Berlin; Researcher, FI CODE BundeswehrVerified email at unibw.de
Tai Le QuyUniversität KoblenzVerified email at uni-koblenz.de
Pavlos FafaliosTechnical University of Crete and FORTH-ICSVerified email at tuc.gr
Steffen StaabWAIS, University of Southampton, UK & Analytic Computing, Universität Stuttgart, DEVerified email at ipvs.uni-stuttgart.de
Arthur ZimekUniversity of Southern DenmarkVerified email at imada.sdu.dk
Gerasimos MarketosUniversity of PiraeusVerified email at unipi.gr
Wolfgang NejdlProfessor of Computer Science, Leibniz Universität Hannover, L3S Research Center, Hannover, GermanyVerified email at kbs.uni-hannover.de
Ioannis (Yiannis) KompatsiarisDirector, Information Technologies Institute, CERTHVerified email at iti.gr
Max ZimmermannMachine Learning ExpertVerified email at airbus.com
Wenbin ZhangFlorida International UniversityVerified email at fiu.edu
Katharina Kinder-KurlandaUniversity of KlagenfurtVerified email at aau.at
Kjetil NørvågProfessor of Computer Science, Norwegian Univ. of Science and TechnologyVerified email at ntnu.no

Eirini Ntoutsi

Professor of Open Source Intelligence at the Bundeswehr University Munich

Verified email at unibw.de - Homepage

Machine Learning Artificial Intelligence Adaptive Learning Responsible AI Generative AI


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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	843	2020
Mobility, data mining and privacy: Geographic knowledge discovery F Giannotti, D Pedreschi Springer Science & Business Media, 2008	406	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	376	2006
A survey on datasets for fairness‐aware machine learning T Le Quy, A Roy, V Iosifidis, W Zhang, E Ntoutsi Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 12 (3 …, 2022	246	2022
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	210	2007
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	148	2012
Fast group recommendations by applying user clustering E Ntoutsi, K Stefanidis, K Nørvåg, HP Kriegel ER, 2012	140	2012
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	123	2008
Faht: an adaptive fairness-aware decision tree classifier W Zhang, E Ntoutsi arXiv preprint arXiv:1907.07237, 2019	113	2019
A survey on bias in visual datasets S Fabbrizzi, S Papadopoulos, E Ntoutsi, I Kompatsiaris Computer Vision and Image Understanding 223, 103552, 2022	110	2022
Adafair: Cumulative fairness adaptive boosting V Iosifidis, E Ntoutsi Proceedings of the 28th ACM international conference on information and …, 2019	94	2019
An evaluation of data stream clustering algorithms S Mansalis, E Ntoutsi, N Pelekis, Y Theodoridis Statistical Analysis and Data Mining: The ASA Data Science Journal 11 (4 …, 2018	89	2018
Dealing with bias via data augmentation in supervised learning scenarios V Iosifidis, E Ntoutsi Jo Bates Paul D. Clough Robert Jäschke 24 (11), 2018	77	2018
FAE: A fairness-aware ensemble framework V Iosifidis, B Fetahu, E Ntoutsi 2019 IEEE International Conference on Big Data (Big Data), 1375-1380, 2019	69	2019
A unified and flexible framework for comparing simple and complex patterns I Bartolini, P Ciaccia, I Ntoutsi, M Patella, Y Theodoridis Knowledge Discovery in Databases: PKDD 2004: 8th European Conference on …, 2004	57	2004
" 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	49	2014
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	48	2012
Tweetskb: A public and large-scale rdf corpus of annotated tweets P Fafalios, V Iosifidis, E Ntoutsi, S Dietze The Semantic Web: 15th International Conference, ESWC 2018, Heraklion, Crete …, 2018	44	2018
Trajectory data models J Macedo, C Vangenot, W Othman, N Pelekis, E Frentzos, B Kuijpers, ... Mobility, Data Mining and Privacy: Geographic Knowledge Discovery, 123-150, 2008	44	2008
Large scale sentiment learning with limited labels V Iosifidis, E Ntoutsi Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017	41	2017

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