Stefanidis, Kostas; Ntoutsi, Eirini; Nørvåg, Kjetil; Kriegel, Hans-Peter:  A framework for time-aware recommendations , Berlin ; Heidelberg , Springer . In: Database and Expert Systems Applications,  2012 . - p. 329–344 
Konferenzbeitrag / Conference Paper

Ntoutsi, Eirini; Kalousis, Alexandros; Theodoridis, Yannis:  A general framework for estimating similarity of datasets and decision trees: exploring semantic similarity of decision trees , SIAM . In: Proceedings of the 2008 SIAM International Conference on Data Mining (SDM),  2008 . - p. 810-821 
Konferenzbeitrag / Conference Paper

Quy, Tai Le; Nejdl, Wolfgang; Spiliopoulou, Myra; Ntoutsi, Eirini:  A neighborhood-augmented LSTM model for taxi-passenger demand prediction , Cham , Springer International Publishing . In: Multiple-Aspect Analysis of Semantic Trajectories,  2020 . - p. 100-116 
Konferenzbeitrag / Conference Paper

Zimmerann, Max; Ntoutsi, Eirini; Spiliopoulou, Myra:  A semi-supervised self-adaptive classifier over opinionated streams , Piscataway, NJ , IEEE . In: Proceedings. 14th IEEE International Conference on Data Mining Workshops, ICDMW 2014,  2014 . - p. 425-432 
Konferenzbeitrag / Conference Paper

Fabbrizzi, Simone; Papadopoulos, Symeon; Ntoutsi, Eirini; Kompatsiaris, Ioannis:  A survey on bias in visual datasets . In: Computer Vision and Image Understanding,  223.  2022 . - p. 103552 
Zeitschriftenartikel / Journal Article

Le Quy, Tai; Roy, Arjun; Iosifidis, Vasileios; Zhang, Wenbin; Ntoutsi, Eirini:  A survey on datasets for fairness-aware machine learning , Hoboken, USA , Wiley Periodicals . In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery,  12.  2022 , 3 . - p. e1452 
Zeitschriftenartikel / Journal Article

Bartolini, Ilaria; Ciaccia, Paolo; Ntoutsi, Eirini; Patella, Marco; Theodoridis, Yannis:  A unified and flexible framework for comparing simple and complex patterns , Berlin ; Heidelberg , Springer . In: Knowledge Discovery in Databases: PKDD 2004,  2004 . - p. 496-499 
Konferenzbeitrag / Conference Paper

Shivakumaraswamy, Ranjith; Beyer, Christian; Unnikrishnan, Vishnu; Ntoutsi, Eirini; Spiliopoulou, Myra:  Active feature acquisition for opinion stream classification under drift , Aachen, Germany . In: Workshop & Tutorial on Interactive Adaptive Learning,  2019 . - p. 108-111 
Konferenzbeitrag / Conference Paper

Beyer, Christian; Büttner, Maik; Unnikrishnan, Vishnu; Schleicher, Miro; Ntoutsi, Eirini; Spiliopoulou, Myra:  Active feature acquisition on data streams under feature drift . In: Annals of Telecommunications,  75.  2020 . - p. 597-611 
Zeitschriftenartikel / Journal Article

Iosifidis, Vasileios; Papadopoulos, Symeon; Rosenhahn, Bodo; Ntoutsi, Eirini:  AdaCC: cumulative cost-sensitive boosting for imbalanced classification . In: Knowledge and Information Systems,  65.  2023 , 2 . - p. 789-826 
Zeitschriftenartikel / Journal Article