| 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 | 337 | 2020 |
| 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 | 63 | 2022 |
| AdaFair: Cumulative Fairness Adaptive Boosting V Iosifidis, E Ntoutsi Proceedings of the 28th ACM International Conference on Information and …, 2019 | 47 | 2019 |
| Dealing with Bias via Data Augmentation in Supervised Learning Scenarios V Iosifidis, E Ntoutsi Jo Bates Paul D. Clough Robert Jäschke, 24, 2018 | 46 | 2018 |
| FAE: A Fairness-Aware Ensemble Framework V Iosifidis, B Fetahu, E Ntoutsi IEEE International Conference on Big Data, 2019 | 37 | 2019 |
| Lstm based sentiment analysis for cryptocurrency prediction X Huang, W Zhang, X Tang, M Zhang, J Surbiryala, V Iosifidis, Z Liu, ... Database Systems for Advanced Applications: 26th International Conference …, 2021 | 36 | 2021 |
| 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 | 35 | 2018 |
| Large scale sentiment learning with limited labels V Iosifidis, E Ntoutsi Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017 | 35 | 2017 |
| Fairness-enhancing interventions in stream classification V Iosifidis, TNH Tran, E Ntoutsi International Conference on Database and Expert Systems Applications, 261-276, 2019 | 20 | 2019 |
| -Online Fairness-Aware Learning Under Class Imbalance V Iosifidis, E Ntoutsi Discovery Science: 23rd International Conference, DS 2020, Thessaloniki …, 2020 | 19 | 2020 |
| Using machine learning to automate mammogram images analysis X Tang, L Zhang, W Zhang, X Huang, V Iosifidis, Z Liu, M Zhang, ... 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 15 | 2020 |
| Sentiment analysis on big sparse data streams with limited labels V Iosifidis, E Ntoutsi Knowledge and Information Systems, 1-40, 2019 | 15 | 2019 |
| FairNN - Conjoint Learning of Fair Representations for Fair Decisions T Hu, V Iosifidis, W Liao, H Zhang, MY Yang, E Ntoutsi, B Rosenhahn Discovery Science: 23rd International Conference, DS 2020, Thessaloniki …, 2020 | 14 | 2020 |
| Multi-aspect entity-centric analysis of big social media archives P Fafalios, V Iosifidis, K Stefanidis, E Ntoutsi Research and Advanced Technology for Digital Libraries: 21st International …, 2017 | 12 | 2017 |
| Simple-ML: Towards a framework for semantic data analytics workflows S Gottschalk, N Tempelmeier, G Kniesel, V Iosifidis, B Fetahu, ... Semantic Systems. The Power of AI and Knowledge Graphs: 15th International …, 2019 | 9 | 2019 |
| Sentiment classification over opinionated data streams through informed model adaptation V Iosifidis, A Oelschlager, E Ntoutsi Research and Advanced Technology for Digital Libraries: 21st International …, 2017 | 8 | 2017 |
| Bias in data-driven artificial intelligence systems—An introductory survey. WIRES Data Mining and Knowledge Discovery, 10 (3), 1–14 E Ntoutsi, P Fafalios, U Gadiraju, V Iosifidis, W Nejdl, M Vidal, S Ruggieri, ... | 7 | 2020 |
| Multi-fair pareto boosting A Roy, V Iosifidis, E Ntoutsi arXiv e-prints, arXiv: 2104.13312, 2021 | 6 | 2021 |
| Tracking the History and Evolution of Entities: Entity-centric Temporal Analysis of Large Social Media Archives P Fafalios, V Iosifidis, K Stefanidis, E Ntoutsi | 6 | 2018 |
| Time-Aware and Corpus-Specific Entity Relatedness N Mohapatra, V Iosifidis, A Ekbal, S Dietze, P Fafalios | 6 | 2018 |
Eirini NtoutsiProfessor of Open Source Intelligence at the Bundeswehr University MunichVerified email at unibw.de
