Beyer, Christian; Unnikrishnan, Vishnu; Brüggemann, Robert; Toulouse, Vincent; Omar, Hafez Kader; Ntoutsi, Eirini; Spiliopoulou, Myra:
Resource management for model learning at entity level
. In: Annals of Telecommunications,
75.
2020
. - p. 549-561

Zeitschriftenartikel / Journal Article

Ntoutsi, Eirini; Schubert, Erich; Zimek, Arthur; Zimmermann, Albrecht:
Call for Special Issue Papers: Evaluation and Experimental Design in Data Mining and Machine Learning: Deadline for Manuscript Submission: February 1, 2021
. In: Big Data,
8.
2020
, 6
. - p. 546-547

Sonstiges / Other Publication

Berendt, Bettina; Gandon, Fabien; Halford, Susan; Hall, Wendy; Hendler, James A.; Kinder-Kurlanda, Katharina E.; Ntoutsi, Eirini; Staab, Steffen:
Web futures: Inclusive, intelligent, sustainable
, Schloss Dagstuhl-LZI GmbH
. In: Dagstuhl Manifestos,
9.
2021
, 1
. - p. 1-42

Zeitschriftenartikel / Journal Article

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

Kailing, Peer Kröger; Ntoutsi, Eirini; Sander, Jörg; Schubert, Erich; Schubert, Matthias; Zimek, Arthur:
Kapitel 8: Assoziationsregeln
. In: Skript zur Vorlesung Knowledge Discovery in Databases im Sommersemester 2014,
2014

Sonstiges / Other Publication

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

Ntoutsi, Eirini; Fafalios, Pavlos; Gadiraju, Ujwal; Iosifidis, Vasileios; Nejdl, Wolfgang; Vidal, Maria-Esther; Ruggieri, Salvatore; Turini, Franco; Papadopoulos, Symeon; Krasanakis, Emmanouil; Kompatsiaris, Ioannis; Kinder-Kurlanda, Katharina; Wagner, Claudia; Karimi, Fariba; Fernandez, Miriam; Alani, Harith; Berendt, Bettina; Kruegel, Tina; Heinze, Christian; Broelemann, Klaus; Kasneci, Gjergji; Tiropanis, Thanassis; Staab, Steffen:
Bias in data-driven artificial intelligence systems
, Hoboken, USA
, Wiley Periodicals, Inc.
. In: Wiley Interdisciplinary Reviews (WIREs), Data Mining and Knowledge Discovery,
10.
2020
, 3
. - p. e1356

Zeitschriftenartikel / Journal Article

Ntoutsi, Eirini; Schubert, Erich; Zimek, Arthur; Zimmermann, Albrecht:
Evaluation and Experimental Design in Data Mining and Machine Learning, EDML 2019
2019

Konferenzband / Conference Publication

Ntoutsi, Eirini; Schubert, Erich; Zimek, Arthur; Zimmermann, Albrecht:
Evaluation and experimental design in data mining and machine learning: Motivation and summary of EDML 2019
. In: Evaluation and Experimental Design in Data Mining and Machine Learning,
2019
. - p. 1-3

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