An evaluation of data stream clustering algorithms
Mansalis, Stratos, Ntoutsi, Eirini, Pelekis, Nikos, Theodoridis, Yannis
Published in Statistical analysis and data mining (01.08.2018)
Published in Statistical analysis and data mining (01.08.2018)
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Journal Article
Active feature acquisition on data streams under feature drift
Beyer, Christian, Büttner, Maik, Unnikrishnan, Vishnu, Schleicher, Miro, Ntoutsi, Eirini, Spiliopoulou, Myra
Published in Annales des télécommunications (01.10.2020)
Published in Annales des télécommunications (01.10.2020)
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Journal Article
Resource management for model learning at entity level
Beyer, Christian, Unnikrishnan, Vishnu, Brüggemann, Robert, Toulouse, Vincent, Omar, Hafez Kader, Ntoutsi, Eirini, Spiliopoulou, Myra
Published in Annales des télécommunications (01.10.2020)
Published in Annales des télécommunications (01.10.2020)
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Journal Article
Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II
Kamp, Michael, Koprinska, Irena, Bibal, Adrien, Bouadi, Tassadit, énay, Benoît, Galárraga, Luis, Oramas, José, Adilova, Linara, Krishnamurthy, Yamuna, Kang, Bo
Year of Publication 2022
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Year of Publication 2022
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Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I
Kamp, Michael, Koprinska, Irena, Bibal, Adrien, Bouadi, Tassadit, énay, Benoît, Galárraga, Luis, Oramas, José, Adilova, Linara, Krishnamurthy, Yamuna, Kang, Bo
Year of Publication 2022
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Year of Publication 2022
eBook
A survey on bias in visual datasets
Fabbrizzi, Simone, Papadopoulos, Symeon, Ntoutsi, Eirini, Kompatsiaris, Ioannis
Published in Computer vision and image understanding (01.10.2022)
Published in Computer vision and image understanding (01.10.2022)
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Journal Article
A survey on datasets for fairness‐aware machine learning
Le Quy, Tai, Roy, Arjun, Iosifidis, Vasileios, Zhang, Wenbin, Ntoutsi, Eirini
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.05.2022)
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.05.2022)
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Journal Article
Parity-based cumulative fairness-aware boosting
Iosifidis, Vasileios, Roy, Arjun, Ntoutsi, Eirini
Published in Knowledge and information systems (01.10.2022)
Published in Knowledge and information systems (01.10.2022)
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Journal Article
Bias in data‐driven artificial intelligence systems—An introductory survey
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
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.05.2020)
Published in Wiley interdisciplinary reviews. Data mining and knowledge discovery (01.05.2020)
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Journal Article
AdaCC: cumulative cost-sensitive boosting for imbalanced classification
Iosifidis, Vasileios, Papadopoulos, Symeon, Rosenhahn, Bodo, Ntoutsi, Eirini
Published in Knowledge and information systems (01.02.2023)
Published in Knowledge and information systems (01.02.2023)
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Journal Article
Discovering and monitoring product features and the opinions on them with OPINSTREAM
Zimmermann, Max, Ntoutsi, Eirini, Spiliopoulou, Myra
Published in Neurocomputing (Amsterdam) (20.02.2015)
Published in Neurocomputing (Amsterdam) (20.02.2015)
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