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Eirini Ntoutsi
Eirini Ntoutsi
Professor Computer Science, Bundeswehr University Munich, RI CODE, L3S
Verified email at unibw.de - Homepage
Title
Cited by
Cited by
Year
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
15002020
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
4692022
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
3882006
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
2222007
A survey on bias in visual datasets
S Fabbrizzi, S Papadopoulos, E Ntoutsi, I Kompatsiaris
Computer Vision and Image Understanding 223, 103552, 2022
2032022
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
1522012
FAHT: An adaptive fairness-aware decision tree classifier
W Zhang, E Ntoutsi
Proceedings of the Twenty-Eighth International Joint Conference on …, 2019
1492019
Fast group recommendations by applying user clustering
E Ntoutsi, K Stefanidis, K Nørvåg, HP Kriegel
ER, 2012
1452012
AdaFair: Cumulative fairness adaptive boosting
V Iosifidis, E Ntoutsi
Proceedings of the 28th ACM International Conference on Information and …, 2019
1232019
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
1232008
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
1052018
Dealing with bias via data augmentation in supervised learning scenarios
V Iosifidis, E Ntoutsi
Jo Bates Paul D. Clough Robert Jäschke 24 (11), 2018
1052018
FAE: A fairness-aware ensemble framework
V Iosifidis, B Fetahu, E Ntoutsi
2019 IEEE International Conference on Big Data (Big Data), 1375-1380, 2019
962019
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
602004
Tweetskb: A public and large-scale rdf corpus of annotated tweets
P Fafalios, V Iosifidis, E Ntoutsi, S Dietze
European Semantic Web Conference, 177-190, 2018
572018
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
532012
" 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
502014
Large scale sentiment learning with limited labels
V Iosifidis, E Ntoutsi
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
482017
Fairness-enhancing interventions in stream classification
V Iosifidis, TNH Tran, E Ntoutsi
International conference on database and expert systems applications, 261-276, 2019
462019
Density based subspace clustering over dynamic data
HP Kriegel, P Kröger, E Ntoutsi, A Zimek
Scientific and Statistical Database Management, 387-404, 2011
442011
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Articles 1–20