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Vasileios Iosifidis
Vasileios Iosifidis
Data Scientist
Verified email at l3s.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
5582020
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
1632022
AdaFair: Cumulative Fairness Adaptive Boosting
V Iosifidis, E Ntoutsi
Proceedings of the 28th ACM International Conference on Information and …, 2019
772019
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
632021
Dealing with Bias via Data Augmentation in Supervised Learning Scenarios
V Iosifidis, E Ntoutsi
Jo Bates Paul D. Clough Robert Jäschke, 24, 2018
632018
FAE: A Fairness-Aware Ensemble Framework
V Iosifidis, B Fetahu, E Ntoutsi
IEEE International Conference on Big Data, 2019
512019
Large scale sentiment learning with limited labels
V Iosifidis, E Ntoutsi
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
392017
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
382018
Fairness-enhancing interventions in stream classification
V Iosifidis, TNH Tran, E Ntoutsi
International Conference on Database and Expert Systems Applications, 261-276, 2019
282019
-Online Fairness-Aware Learning Under Class Imbalance
V Iosifidis, E Ntoutsi
International Conference on Discovery Science, 159-174, 2020
262020
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
222020
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
202020
Sentiment analysis on big sparse data streams with limited labels
V Iosifidis, E Ntoutsi
Knowledge and Information Systems, 1-40, 2019
182019
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, ...
142020
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
122017
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
92019
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
92017
Multi-fair pareto boosting
A Roy, V Iosifidis, E Ntoutsi
arXiv preprint arXiv:2104.13312, 2021
72021
Tracking the History and Evolution of Entities: Entity-centric Temporal Analysis of Large Social Media Archives
P Fafalios, V Iosifidis, K Stefanidis, E Ntoutsi
72018
Online fairness-aware learning with imbalanced data streams
V Iosifidis, W Zhang, E Ntoutsi
arXiv preprint arXiv:2108.06231, 2021
62021
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Articles 1–20